Last updated: 2022-08-20

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File Version Author Date Message
Rmd 33adcbd abalan2 2022-08-19 added table S11
html 33adcbd abalan2 2022-08-19 added table S11
Cancer type RAS Non-RAS Non-RAS alteration type RAS(n) non-RAS(n) Mean 2.5% 97.5% n_eff Rhat 00 10 01 11 Driver -log10(p)
colorectal cancer RAS_12-61 KDM5A High copy amplification 1421 52 0.09 -0.43 0.66 1451.60 1.00 1813 1397 28 24 FALSE 0.13
colorectal cancer RAS_12-61 PTPRT High copy amplification 1015 71 -2.21 -3.10 -1.41 1454.18 1.00 1267 1009 65 6 FALSE 6.47
colorectal cancer RAS_12-61 LATS2 High copy amplification 1015 61 0.47 -0.09 1.04 50.66 1.06 1305 981 27 34 FALSE 0.97
colorectal cancer RAS_12-61 BRCA2 High copy amplification 1759 66 0.47 -0.03 0.95 1398.80 1.00 2287 1723 30 36 TRUE 1.20
colorectal cancer RAS_12-61 IRS2 High copy amplification 1127 57 0.21 -0.32 0.73 1333.87 1.00 1420 1099 29 28 FALSE 0.37
bladder cancer RAS_12-61 ERBB2 High copy amplification 130 58 -0.83 -1.88 0.12 1392.30 1.00 1174 126 54 4 TRUE 1.00
colorectal cancer RAS_12-61 ERBB2 High copy amplification 1767 86 -1.33 -1.90 -0.85 1261.65 1.00 2255 1752 71 15 TRUE 5.87
non-small cell lung cancer RAS_12-61 ERBB2 High copy amplification 1975 85 -1.72 -2.51 -1.05 1519.18 1.00 4467 1969 79 6 TRUE 5.47
uterine cancer RAS_12-61 ERBB2 High copy amplification 318 65 -1.73 -2.95 -0.80 1580.87 1.00 1464 316 63 2 TRUE 2.83
bladder cancer RAS_12-61 CCND1 High copy amplification 130 134 -0.13 -0.76 0.42 1631.34 1.00 1106 118 122 12 TRUE 0.17
melanoma RAS_12-61 CCND1 High copy amplification 423 70 0.10 -0.42 0.60 1312.01 1.00 1103 402 49 21 TRUE 0.15
non-small cell lung cancer RAS_12-61 CCND1 High copy amplification 1949 145 -0.59 -1.01 -0.19 1594.45 1.00 4388 1921 117 28 TRUE 2.32
colorectal cancer RAS_12-61 CDK12 High copy amplification 1422 55 -1.06 -1.75 -0.42 1556.64 1.00 1799 1410 43 12 FALSE 2.80
colorectal cancer RAS_12-61 ASXL1 High copy amplification 1758 134 -1.45 -1.94 -0.99 1254.11 1.00 2203 1737 113 21 TRUE 8.74
colorectal cancer RAS_12-61 FLT1 High copy amplification 1758 145 0.36 0.05 0.71 1251.18 1.00 2246 1683 70 75 FALSE 1.48
colorectal cancer RAS_12-61 GNAS High copy amplification 1767 118 -0.88 -1.32 -0.48 1267.38 1.00 2237 1738 89 29 TRUE 4.35
colorectal cancer RAS_12-61 FLT3 High copy amplification 1767 170 0.28 -0.03 0.57 1532.98 1.00 2241 1682 85 85 TRUE 1.17
colorectal cancer RAS_12-61 EGFR High copy amplification 1767 53 -2.23 -3.19 -1.33 1412.95 1.00 2278 1762 48 5 TRUE 5.74
non-small cell lung cancer RAS_12-61 EGFR High copy amplification 1975 296 -2.78 -3.46 -2.16 1446.41 1.00 4258 1967 288 8 TRUE 15.78
colorectal cancer RAS_12-61 DNMT3B High copy amplification 959 86 -1.72 -2.38 -1.14 208.56 1.02 1203 948 75 11 FALSE 8.07
colorectal cancer RAS_12-61 FGFR1 High copy amplification 1767 69 -1.05 -1.60 -0.52 1347.21 1.00 2273 1751 53 16 TRUE 3.71
non-small cell lung cancer RAS_12-61 FGFR1 High copy amplification 1975 109 -1.60 -2.38 -1.00 1487.06 1.00 4445 1967 101 8 TRUE 5.47
colorectal cancer RAS_12-61 NCOA3 High copy amplification 874 69 -1.55 -2.28 -0.94 576.82 1.01 1095 864 59 10 TRUE 5.00
colorectal cancer KRAS_12-61 KDM5A High copy amplification 1284 52 0.11 -0.46 0.65 1233.39 1.00 1948 1262 30 22 FALSE 0.15
colorectal cancer KRAS_12-61 PTPRT High copy amplification 925 71 -2.54 -3.78 -1.61 1407.79 1.00 1355 921 67 4 FALSE 5.40
colorectal cancer KRAS_12-61 LATS2 High copy amplification 925 61 0.40 -0.10 0.90 1324.01 1.00 1391 895 31 30 FALSE 0.98
colorectal cancer KRAS_12-61 BRCA2 High copy amplification 1590 66 0.27 -0.19 0.74 1145.74 1.00 2450 1560 36 30 TRUE 0.61
colorectal cancer KRAS_12-61 IRS2 High copy amplification 1022 57 -0.07 -0.61 0.47 251.08 1.02 1519 1000 35 22 FALSE 0.10
colorectal cancer KRAS_12-61 ERBB2 High copy amplification 1598 86 -1.32 -1.90 -0.76 1476.68 1.00 2423 1584 72 14 TRUE 5.38
non-small cell lung cancer KRAS_12-61 ERBB2 High copy amplification 1916 85 -1.87 -2.70 -1.14 1268.32 1.00 4525 1911 80 5 TRUE 5.54
uterine cancer KRAS_12-61 ERBB2 High copy amplification 280 65 -1.74 -2.89 -0.78 1531.42 1.00 1502 278 63 2 TRUE 2.93
non-small cell lung cancer KRAS_12-61 CCND1 High copy amplification 1891 145 -0.67 -1.10 -0.24 1403.98 1.00 4444 1865 119 26 TRUE 2.63
colorectal cancer KRAS_12-61 CDK12 High copy amplification 1285 55 -1.00 -1.71 -0.37 1256.43 1.00 1935 1274 44 11 FALSE 2.41
colorectal cancer KRAS_12-61 ASXL1 High copy amplification 1589 134 -1.77 -2.36 -1.23 917.42 1.00 2365 1575 120 14 TRUE 9.24
colorectal cancer KRAS_12-61 FLT1 High copy amplification 1589 145 0.10 -0.25 0.43 1264.47 1.00 2400 1529 85 60 FALSE 0.25
colorectal cancer KRAS_12-61 GNAS High copy amplification 1598 118 -1.08 -1.58 -0.61 1283.20 1.00 2399 1576 96 22 TRUE 4.87
colorectal cancer KRAS_12-61 FLT3 High copy amplification 1598 170 0.09 -0.22 0.40 1325.39 1.00 2395 1528 100 70 TRUE 0.24
colorectal cancer KRAS_12-61 EGFR High copy amplification 1598 53 -2.33 -3.38 -1.37 1347.86 1.00 2446 1594 49 4 TRUE 5.24
non-small cell lung cancer KRAS_12-61 EGFR High copy amplification 1916 296 -2.89 -3.67 -2.24 1598.34 1.00 4316 1909 289 7 TRUE 14.13
colorectal cancer KRAS_12-61 DNMT3B High copy amplification 874 86 -2.08 -2.97 -1.31 882.66 1.00 1284 867 79 7 FALSE 6.30
colorectal cancer KRAS_12-61 FGFR1 High copy amplification 1598 69 -1.10 -1.66 -0.53 1529.24 1.00 2440 1584 55 14 TRUE 3.64
non-small cell lung cancer KRAS_12-61 FGFR1 High copy amplification 1916 109 -1.53 -2.22 -0.92 1289.81 1.00 4504 1908 101 8 TRUE 5.35
colorectal cancer KRAS_12-61 NCOA3 High copy amplification 793 69 -1.69 -2.46 -0.96 426.42 1.01 1174 785 61 8 TRUE 4.93
colorectal cancer NRAS_12-61 KDM5A High copy amplification 139 52 -0.38 -2.19 0.94 1476.07 1.00 3073 137 50 2 FALSE 0.20
colorectal cancer NRAS_12-61 PTPRT High copy amplification 89 71 -0.06 -1.51 1.05 913.68 1.00 2190 86 68 3 FALSE 0.03
colorectal cancer NRAS_12-61 LATS2 High copy amplification 89 61 0.49 -0.69 1.47 1433.24 1.00 2201 85 57 4 FALSE 0.44
colorectal cancer NRAS_12-61 BRCA2 High copy amplification 172 66 0.75 -0.18 1.56 1241.94 1.00 3844 166 60 6 TRUE 1.04
colorectal cancer NRAS_12-61 IRS2 High copy amplification 104 57 0.99 -0.03 1.78 762.44 1.00 2421 98 51 6 FALSE 1.47
colorectal cancer NRAS_12-61 ERBB2 High copy amplification 172 86 -1.78 -4.48 0.00 1457.74 1.00 3836 171 85 1 TRUE 0.90
colorectal cancer NRAS_12-61 CDK12 High copy amplification 139 55 -1.32 -4.22 0.55 1596.93 1.00 3071 138 54 1 FALSE 0.56
colorectal cancer NRAS_12-61 ASXL1 High copy amplification 172 134 0.36 -0.61 1.14 7.63 1.17 3775 165 127 7 TRUE 0.34
colorectal cancer NRAS_12-61 FLT1 High copy amplification 172 145 1.00 0.41 1.54 969.63 1.00 3772 157 130 15 FALSE 3.23
colorectal cancer NRAS_12-61 GNAS High copy amplification 172 118 0.31 -0.57 1.07 1344.45 1.00 3810 165 111 7 TRUE 0.34
colorectal cancer NRAS_12-61 FLT3 High copy amplification 172 170 0.81 0.21 1.36 1454.75 1.00 3766 157 155 15 TRUE 2.32
colorectal cancer NRAS_12-61 EGFR High copy amplification 172 53 -1.33 -4.24 0.54 1098.95 1.00 3869 171 52 1 TRUE 0.56
colorectal cancer NRAS_12-61 DNMT3B High copy amplification 84 86 0.37 -0.70 1.29 1559.53 1.00 2072 79 81 5 FALSE 0.33
colorectal cancer NRAS_12-61 FGFR1 High copy amplification 172 69 -0.70 -2.55 0.68 1351.07 1.00 3854 170 67 2 TRUE 0.40
colorectal cancer NRAS_12-61 NCOA3 High copy amplification 80 69 -0.62 -2.31 0.68 697.32 1.01 1881 78 67 2 TRUE 0.36
colorectal cancer RAS_12 KDM5A High copy amplification 1022 52 0.30 -0.31 0.88 1251.03 1.00 2208 1002 32 20 FALSE 0.50
colorectal cancer RAS_12 PTPRT High copy amplification 723 71 -2.48 -3.86 -1.38 1234.33 1.00 1556 720 68 3 FALSE 4.06
colorectal cancer RAS_12 LATS2 High copy amplification 723 61 0.32 -0.20 0.82 1333.52 1.00 1586 700 38 23 FALSE 0.65
colorectal cancer RAS_12 BRCA2 High copy amplification 1263 66 0.25 -0.28 0.75 1333.34 1.00 2771 1239 42 24 TRUE 0.45
colorectal cancer RAS_12 IRS2 High copy amplification 804 57 0.00 -0.59 0.58 1183.35 1.00 1733 786 39 18 FALSE 0.01
colorectal cancer RAS_12 ERBB2 High copy amplification 1267 86 -1.18 -1.76 -0.61 1516.41 1.00 2752 1255 74 12 TRUE 3.97
non-small cell lung cancer RAS_12 ERBB2 High copy amplification 1692 85 -1.67 -2.49 -0.95 1504.28 1.00 4749 1687 80 5 TRUE 4.69
uterine cancer RAS_12 ERBB2 High copy amplification 243 65 -1.56 -2.67 -0.62 1547.05 1.00 1539 241 63 2 TRUE 2.48
non-small cell lung cancer RAS_12 CCND1 High copy amplification 1668 145 -0.59 -1.02 -0.16 1298.73 1.00 4665 1644 121 24 TRUE 2.16
colorectal cancer RAS_12 CDK12 High copy amplification 1023 55 -0.76 -1.58 -0.10 980.42 1.00 2196 1013 45 10 FALSE 1.46
colorectal cancer RAS_12 ASXL1 High copy amplification 1262 134 -1.58 -2.23 -1.04 1280.15 1.00 2690 1250 122 12 TRUE 6.97
colorectal cancer RAS_12 FLT1 High copy amplification 1262 145 0.18 -0.17 0.52 1109.04 1.00 2718 1211 94 51 FALSE 0.55
colorectal cancer RAS_12 GNAS High copy amplification 1267 118 -0.89 -1.43 -0.41 1467.15 1.00 2727 1248 99 19 TRUE 3.24
colorectal cancer RAS_12 FLT3 High copy amplification 1267 170 0.12 -0.18 0.47 40.43 1.07 2714 1209 112 58 TRUE 0.33
colorectal cancer RAS_12 EGFR High copy amplification 1267 53 -2.40 -3.66 -1.36 1458.99 1.00 2776 1264 50 3 TRUE 4.28
non-small cell lung cancer RAS_12 EGFR High copy amplification 1692 296 -3.07 -4.02 -2.30 1458.41 1.00 4538 1687 291 5 TRUE 11.43
colorectal cancer RAS_12 DNMT3B High copy amplification 683 86 -1.71 -2.54 -0.98 1163.34 1.00 1475 676 79 7 FALSE 4.72
colorectal cancer RAS_12 FGFR1 High copy amplification 1267 69 -1.31 -1.96 -0.71 1438.39 1.00 2766 1258 60 9 TRUE 4.54
non-small cell lung cancer RAS_12 FGFR1 High copy amplification 1692 109 -1.51 -2.20 -0.95 1482.53 1.00 4727 1685 102 7 TRUE 5.61
colorectal cancer RAS_12 NCOA3 High copy amplification 624 69 -1.67 -2.63 -0.81 1336.16 1.00 1341 618 63 6 TRUE 3.52
colorectal cancer KRAS_12 KDM5A High copy amplification 976 52 0.29 -0.27 0.84 1220.46 1.00 2253 957 33 19 FALSE 0.51
colorectal cancer KRAS_12 PTPRT High copy amplification 696 71 -2.94 -4.56 -1.71 243.96 1.01 1582 694 69 2 FALSE 4.56
colorectal cancer KRAS_12 LATS2 High copy amplification 696 61 0.36 -0.18 0.84 1388.48 1.00 1613 673 38 23 FALSE 0.75
colorectal cancer KRAS_12 BRCA2 High copy amplification 1209 66 0.23 -0.30 0.73 1397.71 1.00 2824 1186 43 23 TRUE 0.43
colorectal cancer KRAS_12 IRS2 High copy amplification 771 57 -0.02 -0.58 0.53 1353.55 1.00 1765 754 40 17 FALSE 0.03
colorectal cancer KRAS_12 ERBB2 High copy amplification 1213 86 -1.10 -1.72 -0.53 1309.65 1.00 2806 1201 74 12 TRUE 3.46
non-small cell lung cancer KRAS_12 ERBB2 High copy amplification 1684 85 -1.66 -2.46 -0.92 1410.04 1.00 4757 1679 80 5 TRUE 4.39
uterine cancer KRAS_12 ERBB2 High copy amplification 226 65 -1.51 -2.58 -0.55 1624.57 1.00 1556 224 63 2 TRUE 2.40
non-small cell lung cancer KRAS_12 CCND1 High copy amplification 1660 145 -0.59 -1.03 -0.18 1068.90 1.00 4673 1636 121 24 TRUE 2.08
colorectal cancer KRAS_12 CDK12 High copy amplification 977 55 -0.72 -1.44 -0.04 1403.94 1.00 2242 967 45 10 FALSE 1.34
colorectal cancer KRAS_12 ASXL1 High copy amplification 1208 134 -1.85 -2.54 -1.18 1264.63 1.00 2741 1199 125 9 TRUE 6.97
colorectal cancer KRAS_12 FLT1 High copy amplification 1208 145 0.12 -0.23 0.42 308.21 1.01 2768 1161 98 47 FALSE 0.33
colorectal cancer KRAS_12 GNAS High copy amplification 1213 118 -0.96 -1.51 -0.47 1410.95 1.00 2779 1196 101 17 TRUE 3.54
colorectal cancer KRAS_12 FLT3 High copy amplification 1213 170 0.10 -0.24 0.43 1438.70 1.00 2764 1159 116 54 TRUE 0.25
colorectal cancer KRAS_12 EGFR High copy amplification 1213 53 -2.35 -3.59 -1.26 1465.32 1.00 2830 1210 50 3 TRUE 4.10
non-small cell lung cancer KRAS_12 EGFR High copy amplification 1684 296 -3.00 -3.84 -2.24 1531.71 1.00 4546 1679 291 5 TRUE 11.91
colorectal cancer KRAS_12 DNMT3B High copy amplification 657 86 -2.04 -3.04 -1.16 1532.89 1.00 1499 652 81 5 FALSE 4.65
colorectal cancer KRAS_12 FGFR1 High copy amplification 1213 69 -1.41 -2.08 -0.77 1209.59 1.00 2819 1205 61 8 TRUE 4.80
non-small cell lung cancer KRAS_12 FGFR1 High copy amplification 1684 109 -1.52 -2.19 -0.92 1065.92 1.00 4735 1677 102 7 TRUE 5.89
colorectal cancer KRAS_12 NCOA3 High copy amplification 599 69 -1.80 -2.85 -0.94 1362.83 1.00 1365 594 64 5 TRUE 3.84
non-small cell lung cancer RAS_12C ERBB2 High copy amplification 309 85 -1.83 -4.70 -0.03 939.04 1.01 6128 308 84 1 TRUE 0.90
non-small cell lung cancer RAS_12C EGFR High copy amplification 309 296 -6.98 -15.49 -2.45 1130.08 1.00 5916 309 296 0 TRUE 1.16
colorectal cancer KRAS_12C KDM5A High copy amplification 98 52 -0.94 -3.86 0.84 1038.15 1.00 3113 97 51 1 FALSE 0.36
colorectal cancer KRAS_12C PTPRT High copy amplification 69 71 -1.54 -3.92 0.52 20.53 1.14 2208 68 70 1 FALSE 0.66
colorectal cancer KRAS_12C LATS2 High copy amplification 69 61 1.00 -0.05 1.90 1223.25 1.00 2222 64 56 5 FALSE 1.34
colorectal cancer KRAS_12C BRCA2 High copy amplification 123 66 0.57 -0.74 1.61 884.06 1.00 3891 119 62 4 TRUE 0.49
colorectal cancer KRAS_12C IRS2 High copy amplification 76 57 -0.97 -3.85 0.86 1666.93 1.00 2444 75 56 1 FALSE 0.38
colorectal cancer KRAS_12C ERBB2 High copy amplification 123 86 -3.11 -7.46 -0.66 1433.72 1.00 3884 123 86 0 TRUE 1.06
non-small cell lung cancer KRAS_12C ERBB2 High copy amplification 835 85 -2.21 -4.09 -0.90 1473.99 1.00 5603 833 83 2 TRUE 2.21
colorectal cancer KRAS_12C CDK12 High copy amplification 98 55 -5.53 -15.45 -0.29 1308.83 1.00 3111 98 55 0 FALSE 0.71
colorectal cancer KRAS_12C ASXL1 High copy amplification 123 134 -1.87 -4.41 -0.12 1061.09 1.00 3818 122 133 1 TRUE 1.03
colorectal cancer KRAS_12C FLT1 High copy amplification 123 145 0.47 -0.40 1.17 488.40 1.01 3813 116 138 7 FALSE 0.65
colorectal cancer KRAS_12C GNAS High copy amplification 123 118 -0.84 -2.63 0.45 765.63 1.00 3854 121 116 2 TRUE 0.55
colorectal cancer KRAS_12C FLT3 High copy amplification 123 170 0.42 -0.32 1.11 1448.24 1.00 3808 115 162 8 TRUE 0.60
colorectal cancer KRAS_12C EGFR High copy amplification 123 53 -1.77 -4.71 0.44 1654.90 1.00 3918 122 52 1 TRUE 0.73
non-small cell lung cancer KRAS_12C EGFR High copy amplification 835 296 -3.76 -5.83 -2.28 1579.30 1.00 5391 834 295 1 TRUE 4.33
colorectal cancer KRAS_12C DNMT3B High copy amplification 67 86 -1.50 -4.32 0.32 1418.22 1.00 2085 66 85 1 FALSE 0.67
colorectal cancer KRAS_12C FGFR1 High copy amplification 123 69 -1.22 -3.34 0.37 1280.48 1.00 3902 122 68 1 TRUE 0.71
non-small cell lung cancer KRAS_12C FGFR1 High copy amplification 835 109 -1.44 -2.56 -0.59 1452.00 1.00 5581 831 105 4 TRUE 2.38
colorectal cancer KRAS_12C NCOA3 High copy amplification 60 69 -5.17 -15.41 -0.17 206.46 1.02 1899 60 69 0 TRUE 0.64
colorectal cancer RAS_13 KDM5A High copy amplification 282 52 -0.21 -1.37 0.72 905.27 1.00 2932 278 48 4 FALSE 0.15
colorectal cancer RAS_13 PTPRT High copy amplification 207 71 -0.97 -2.26 0.15 1211.78 1.00 2072 204 68 3 FALSE 0.91
colorectal cancer RAS_13 LATS2 High copy amplification 207 61 0.24 -0.61 0.97 1400.07 1.00 2086 200 54 7 FALSE 0.25
colorectal cancer RAS_13 BRCA2 High copy amplification 342 66 0.22 -0.80 0.98 336.93 1.01 3675 335 59 7 TRUE 0.21
colorectal cancer RAS_13 IRS2 High copy amplification 228 57 -0.10 -1.14 0.80 1011.33 1.00 2296 223 52 5 FALSE 0.07
colorectal cancer RAS_13 ERBB2 High copy amplification 346 86 -1.80 -3.52 -0.50 1443.33 1.00 3663 344 84 2 TRUE 1.62
non-small cell lung cancer RAS_13 ERBB2 High copy amplification 145 85 -2.67 -6.76 -0.20 1237.44 1.00 6291 145 85 0 TRUE 0.91
colorectal cancer RAS_13 CDK12 High copy amplification 282 55 -2.02 -4.86 -0.25 1398.72 1.00 2928 281 54 1 FALSE 1.09
colorectal cancer RAS_13 ASXL1 High copy amplification 342 134 -1.23 -2.32 -0.36 1275.22 1.00 3602 338 130 4 TRUE 1.75
colorectal cancer RAS_13 FLT1 High copy amplification 342 145 0.01 -0.57 0.60 754.15 1.00 3600 329 132 13 FALSE 0.02
colorectal cancer RAS_13 GNAS High copy amplification 346 118 -0.63 -1.53 0.14 1396.53 1.00 3635 340 112 6 TRUE 0.84
colorectal cancer RAS_13 FLT3 High copy amplification 346 170 0.09 -0.48 0.62 781.17 1.00 3593 330 154 16 TRUE 0.12
colorectal cancer RAS_13 EGFR High copy amplification 346 53 -3.74 -8.69 -1.00 1390.64 1.00 3694 346 53 0 TRUE 1.24
non-small cell lung cancer RAS_13 EGFR High copy amplification 145 296 -2.69 -5.40 -0.76 1569.64 1.00 6081 144 295 1 TRUE 1.55
colorectal cancer RAS_13 DNMT3B High copy amplification 197 86 -1.12 -2.41 -0.12 485.83 1.00 1957 194 83 3 FALSE 1.16
colorectal cancer RAS_13 FGFR1 High copy amplification 346 69 -0.14 -1.08 0.65 1404.14 1.00 3684 340 63 6 TRUE 0.12
non-small cell lung cancer RAS_13 FGFR1 High copy amplification 145 109 -0.86 -2.73 0.48 1242.16 1.00 6268 144 108 1 TRUE 0.51
colorectal cancer RAS_13 NCOA3 High copy amplification 175 69 -0.91 -2.36 0.19 1249.01 1.00 1787 172 66 3 TRUE 0.78
colorectal cancer KRAS_13 KDM5A High copy amplification 259 52 -0.51 -1.93 0.62 1120.34 1.00 2954 256 49 3 FALSE 0.36
colorectal cancer KRAS_13 PTPRT High copy amplification 195 71 -1.33 -3.04 -0.12 800.20 1.00 2083 193 69 2 FALSE 1.08
colorectal cancer KRAS_13 LATS2 High copy amplification 195 61 -0.10 -1.16 0.76 1273.90 1.00 2096 190 56 5 FALSE 0.08
colorectal cancer KRAS_13 BRCA2 High copy amplification 315 66 -0.06 -1.12 0.82 220.65 1.02 3700 310 61 5 TRUE 0.05
colorectal cancer KRAS_13 IRS2 High copy amplification 214 57 -0.28 -1.45 0.64 1237.22 1.00 2309 210 53 4 FALSE 0.22
colorectal cancer KRAS_13 ERBB2 High copy amplification 319 86 -1.65 -3.36 -0.31 1485.28 1.00 3690 317 84 2 TRUE 1.47
non-small cell lung cancer KRAS_13 ERBB2 High copy amplification 134 85 -2.50 -6.41 -0.24 1244.81 1.00 6302 134 85 0 TRUE 0.83
colorectal cancer KRAS_13 CDK12 High copy amplification 259 55 -2.15 -4.63 -0.16 57.38 1.07 2951 258 54 1 FALSE 1.04
colorectal cancer KRAS_13 ASXL1 High copy amplification 315 134 -1.15 -2.43 -0.22 939.44 1.00 3629 311 130 4 TRUE 1.42
colorectal cancer KRAS_13 FLT1 High copy amplification 315 145 -0.16 -0.84 0.45 1626.27 1.00 3624 305 135 10 FALSE 0.21
colorectal cancer KRAS_13 GNAS High copy amplification 319 118 -0.76 -1.68 0.10 570.14 1.01 3661 314 113 5 TRUE 0.98
colorectal cancer KRAS_13 FLT3 High copy amplification 319 170 -0.06 -0.68 0.50 1460.01 1.00 3617 306 157 13 TRUE 0.08
colorectal cancer KRAS_13 EGFR High copy amplification 319 53 -3.67 -8.34 -1.03 1251.37 1.00 3721 319 53 0 TRUE 1.29
non-small cell lung cancer KRAS_13 EGFR High copy amplification 134 296 -2.65 -5.50 -0.76 1372.10 1.00 6092 133 295 1 TRUE 1.50
colorectal cancer KRAS_13 DNMT3B High copy amplification 186 86 -1.61 -3.39 -0.34 1551.58 1.00 1967 184 84 2 FALSE 1.36
colorectal cancer KRAS_13 FGFR1 High copy amplification 319 69 -0.27 -1.24 0.58 1496.32 1.00 3710 314 64 5 TRUE 0.24
non-small cell lung cancer KRAS_13 FGFR1 High copy amplification 134 109 -0.79 -2.65 0.56 1534.50 1.00 6279 133 108 1 TRUE 0.48
colorectal cancer KRAS_13 NCOA3 High copy amplification 164 69 -1.15 -2.08 0.26 3.12 1.37 1798 161 66 3 TRUE 0.98
colorectal cancer RAS_61 KDM5A High copy amplification 126 52 -5.62 -16.01 -0.55 1082.34 1.00 3084 126 52 0 FALSE 0.68
colorectal cancer RAS_61 PTPRT High copy amplification 90 71 -1.46 -4.35 0.39 1129.38 1.00 2187 89 70 1 FALSE 0.66
colorectal cancer RAS_61 LATS2 High copy amplification 90 61 0.46 -0.75 1.46 1451.69 1.00 2200 86 57 4 FALSE 0.38
colorectal cancer RAS_61 BRCA2 High copy amplification 165 66 0.59 -0.52 1.43 1040.09 1.00 3850 160 61 5 TRUE 0.65
colorectal cancer RAS_61 IRS2 High copy amplification 101 57 0.78 -0.29 1.68 1410.84 1.00 2423 96 52 5 FALSE 0.92
colorectal cancer RAS_61 ERBB2 High copy amplification 165 86 -1.37 -3.40 0.09 1185.92 1.00 3843 164 85 1 TRUE 0.93
non-small cell lung cancer RAS_61 ERBB2 High copy amplification 146 85 -1.19 -3.37 0.40 1313.82 1.00 6291 145 84 1 TRUE 0.68
colorectal cancer RAS_61 CDK12 High copy amplification 126 55 -1.28 -4.33 0.62 1402.45 1.00 3084 125 54 1 FALSE 0.54
colorectal cancer RAS_61 ASXL1 High copy amplification 165 134 -0.18 -1.28 0.79 345.96 1.01 3780 160 129 5 TRUE 0.15
colorectal cancer RAS_61 FLT1 High copy amplification 165 145 0.70 0.00 1.26 140.67 1.03 3775 154 134 11 FALSE 1.41
colorectal cancer RAS_61 GNAS High copy amplification 165 118 -0.07 -1.03 0.79 735.70 1.00 3815 160 113 5 TRUE 0.06
colorectal cancer RAS_61 FLT3 High copy amplification 165 170 0.47 -0.16 1.06 1375.79 1.00 3769 154 159 11 TRUE 0.85
colorectal cancer RAS_61 EGFR High copy amplification 165 53 -0.56 -2.14 0.78 1355.50 1.00 3877 163 51 2 TRUE 0.34
non-small cell lung cancer RAS_61 EGFR High copy amplification 146 296 -1.23 -2.81 -0.13 1459.38 1.00 6081 144 294 2 TRUE 1.15
colorectal cancer RAS_61 DNMT3B High copy amplification 84 86 -0.77 -2.56 0.51 1384.39 1.00 2069 82 84 2 FALSE 0.48
colorectal cancer RAS_61 FGFR1 High copy amplification 165 69 -2.01 -4.57 -0.14 1270.34 1.00 3860 164 68 1 TRUE 1.07
non-small cell lung cancer RAS_61 FGFR1 High copy amplification 146 109 -2.45 -6.01 -0.37 1109.86 1.00 6266 146 109 0 TRUE 1.04
colorectal cancer RAS_61 NCOA3 High copy amplification 79 69 -1.49 -4.31 0.33 1019.53 1.00 1881 78 68 1 TRUE 0.69
non-small cell lung cancer KRAS_61 ERBB2 High copy amplification 104 85 -5.36 -15.90 -0.19 971.98 1.00 6332 104 85 0 TRUE 0.69
non-small cell lung cancer KRAS_61 EGFR High copy amplification 104 296 -2.02 -4.78 -0.15 1144.48 1.00 6122 103 295 1 TRUE 1.08
bladder cancer RAS_12-61 RAF1 High copy amplification 130 54 -1.24 -3.06 0.02 1411.93 1.00 1176 128 52 2 TRUE 0.98
colorectal cancer RAS_12-61 CDK8 High copy amplification 1421 99 0.29 -0.10 0.69 1232.55 1.00 1792 1371 49 50 FALSE 0.83
colorectal cancer RAS_12-61 CCND2 High copy amplification 1759 74 -0.16 -0.64 0.30 1056.94 1.00 2272 1730 45 29 FALSE 0.29
colorectal cancer KRAS_12-61 CDK8 High copy amplification 1284 99 0.08 -0.32 0.48 899.26 1.00 1920 1243 58 41 FALSE 0.16
colorectal cancer KRAS_12-61 CCND2 High copy amplification 1590 74 -0.11 -0.53 0.39 31.47 1.09 2440 1562 46 28 FALSE 0.17
melanoma NRAS_12-61 CCND1 High copy amplification 378 70 -0.18 -0.77 0.36 1490.53 1.00 1142 363 55 15 TRUE 0.27
colorectal cancer RAS_12 CDK8 High copy amplification 1022 99 0.13 -0.33 0.52 1363.27 1.00 2175 988 65 34 FALSE 0.27
colorectal cancer RAS_12 CCND2 High copy amplification 1263 74 0.10 -0.37 0.62 293.59 1.01 2764 1238 49 25 FALSE 0.16
colorectal cancer KRAS_12 CDK8 High copy amplification 976 99 0.10 -0.33 0.50 1321.89 1.00 2219 944 67 32 FALSE 0.21
colorectal cancer KRAS_12 CCND2 High copy amplification 1209 74 0.12 -0.36 0.60 1509.91 1.00 2817 1185 50 24 FALSE 0.20
non-small cell lung cancer KRAS_12C CCND1 High copy amplification 821 145 -0.34 -0.94 0.21 1489.14 1.00 5502 807 131 14 TRUE 0.61
colorectal cancer KRAS_12C CDK8 High copy amplification 98 99 0.71 -0.24 1.55 900.75 1.00 3071 92 93 6 FALSE 0.90
colorectal cancer KRAS_12C CCND2 High copy amplification 123 74 -0.33 -2.18 0.96 1453.64 1.00 3881 121 72 2 FALSE 0.16
non-small cell lung cancer RAS_13 CCND1 High copy amplification 145 145 -0.86 -2.37 0.50 44.04 1.04 6166 143 143 2 TRUE 0.67
colorectal cancer RAS_13 CDK8 High copy amplification 282 99 0.00 -0.74 0.65 1069.80 1.00 2890 273 90 9 FALSE 0.00
colorectal cancer RAS_13 CCND2 High copy amplification 342 74 -0.60 -1.83 0.32 1389.46 1.00 3664 338 70 4 FALSE 0.59
non-small cell lung cancer KRAS_13 CCND1 High copy amplification 134 145 -0.67 -2.42 0.66 560.57 1.00 6177 132 143 2 TRUE 0.39
colorectal cancer KRAS_13 CDK8 High copy amplification 259 99 -0.19 -1.13 0.51 918.25 1.00 2911 252 92 7 FALSE 0.19
colorectal cancer KRAS_13 CCND2 High copy amplification 315 74 -0.50 -1.63 0.44 1359.81 1.00 3691 311 70 4 FALSE 0.45
melanoma RAS_61 CCND1 High copy amplification 336 70 0.06 -0.54 0.63 1513.04 1.00 1185 320 54 16 TRUE 0.07
non-small cell lung cancer RAS_61 CCND1 High copy amplification 144 145 -0.62 -2.05 0.53 1550.07 1.00 6167 142 143 2 TRUE 0.43
colorectal cancer RAS_61 CDK8 High copy amplification 126 99 0.62 -0.24 1.35 1246.65 1.00 3044 119 92 7 FALSE 0.90
colorectal cancer RAS_61 CCND2 High copy amplification 165 74 -5.39 -13.71 -0.96 827.70 1.02 3837 165 74 0 FALSE 0.81
non-small cell lung cancer RAS_12C FGFR1 High copy amplification 309 109 -2.18 -5.05 -0.36 1402.67 1.00 6104 308 108 1 TRUE 1.18
non-small cell lung cancer KRAS_61 FGFR1 High copy amplification 104 109 -5.58 -16.14 -0.30 1415.24 1.00 6308 104 109 0 TRUE 0.61
bladder cancer RAS_12-61 E2F3 High copy amplification 69 55 -6.71 -16.27 -1.59 368.78 1.01 618 69 55 0 FALSE 0.42
bladder cancer RAS_12-61 FGF19 High copy amplification 74 81 -0.14 -0.92 0.56 1520.71 1.00 674 67 74 7 FALSE 0.15
melanoma RAS_12-61 FGF19 High copy amplification 289 61 0.16 -0.40 0.68 1531.24 1.00 808 271 43 18 FALSE 0.24
non-small cell lung cancer RAS_12-61 FGF19 High copy amplification 1130 92 -0.63 -1.12 -0.11 1429.90 1.00 2753 1114 76 16 FALSE 1.75
bladder cancer RAS_12-61 FGF3 High copy amplification 74 75 -0.22 -1.04 0.52 1530.36 1.00 679 68 69 6 FALSE 0.23
melanoma RAS_12-61 FGF3 High copy amplification 289 57 0.14 -0.46 0.71 1324.43 1.00 811 272 40 17 FALSE 0.20
non-small cell lung cancer RAS_12-61 FGF3 High copy amplification 1130 87 -0.72 -1.28 -0.20 1643.14 1.00 2756 1116 73 14 FALSE 1.99
bladder cancer RAS_12-61 FGF4 High copy amplification 74 80 -0.12 -0.96 0.59 1502.43 1.00 672 67 73 7 FALSE 0.13
melanoma RAS_12-61 FGF4 High copy amplification 289 58 0.13 -0.43 0.68 1496.80 1.00 805 272 41 17 FALSE 0.19
non-small cell lung cancer RAS_12-61 FGF4 High copy amplification 1129 88 -0.65 -1.22 -0.13 1609.16 1.00 2749 1114 73 15 FALSE 1.76
bladder cancer RAS_12-61 MDM2 High copy amplification 130 103 -3.54 -8.07 -1.36 1475.96 1.00 1125 130 103 0 TRUE 1.43
non-small cell lung cancer RAS_12-61 MDM2 High copy amplification 1949 292 -1.13 -1.48 -0.80 1236.62 1.00 4251 1911 254 38 TRUE 9.67
bladder cancer RAS_12-61 SDHC High copy amplification 130 60 -2.28 -4.95 -0.47 1058.81 1.00 1164 129 59 1 FALSE 1.31
cancer of unknown primary RAS_12-61 MYC High copy amplification 308 68 0.10 -0.51 0.63 1575.28 1.00 1060 291 51 17 TRUE 0.14
colorectal cancer RAS_12-61 MYC High copy amplification 1759 161 -0.39 -0.72 -0.08 1458.20 1.00 2211 1704 106 55 TRUE 1.76
melanoma RAS_12-61 MYC High copy amplification 423 66 -0.26 -0.84 0.28 1554.46 1.00 1101 408 51 15 TRUE 0.45
non-small cell lung cancer RAS_12-61 MYC High copy amplification 1949 246 -0.34 -0.63 -0.05 1345.59 1.00 4318 1890 187 59 TRUE 1.67
ovarian cancer RAS_12-61 MYC High copy amplification 188 100 -1.00 -1.91 -0.28 1446.35 1.00 1339 184 96 4 TRUE 1.77
pancreatic cancer RAS_12-61 MYC High copy amplification 1591 68 0.51 -0.09 1.12 1475.47 1.00 504 1532 9 59 TRUE 1.01
uterine cancer RAS_12-61 MYC High copy amplification 318 59 -1.07 -1.99 -0.25 1393.03 1.00 1471 315 56 3 TRUE 1.77
colorectal cancer RAS_12-61 AURKA High copy amplification 1758 108 -0.76 -1.20 -0.33 1086.73 1.00 2237 1729 79 29 TRUE 3.07
colorectal cancer RAS_12-61 BCL2L1 High copy amplification 1728 154 -1.29 -1.71 -0.88 1473.27 1.00 2153 1700 126 28 FALSE 8.64
melanoma NRAS_12-61 FGF19 High copy amplification 260 61 -0.24 -0.88 0.37 504.23 1.00 831 248 49 12 FALSE 0.33
melanoma NRAS_12-61 FGF3 High copy amplification 260 57 -0.29 -0.91 0.32 1364.88 1.02 834 249 46 11 FALSE 0.52
melanoma NRAS_12-61 FGF4 High copy amplification 260 58 -0.29 -1.04 0.36 1250.74 1.00 828 249 47 11 FALSE 0.40
colorectal cancer NRAS_12-61 MYC High copy amplification 172 161 -0.07 -0.94 0.67 1596.31 1.00 3750 165 154 7 TRUE 0.07
melanoma NRAS_12-61 MYC High copy amplification 378 66 -0.37 -1.00 0.23 1480.42 1.00 1143 366 54 12 TRUE 0.59
colorectal cancer NRAS_12-61 AURKA High copy amplification 172 108 0.58 -0.22 1.28 1222.82 1.00 3802 164 100 8 TRUE 0.89
colorectal cancer NRAS_12-61 BCL2L1 High copy amplification 168 154 0.32 -0.45 0.98 1263.10 1.00 3694 159 145 9 FALSE 0.43
colorectal cancer NRAS_12-61 CCND2 High copy amplification 172 74 -1.62 -4.16 0.16 1416.42 1.00 3831 171 73 1 FALSE 0.83
colorectal cancer NRAS_12-61 CDK8 High copy amplification 139 99 0.79 0.05 1.45 1426.51 1.00 3033 130 90 9 FALSE 1.47
melanoma RAS_61 FGF19 High copy amplification 231 61 -0.01 -0.67 0.58 1563.96 1.00 861 218 48 13 FALSE 0.01
non-small cell lung cancer RAS_61 FGF19 High copy amplification 80 92 -2.65 -8.71 0.06 1429.55 1.00 3787 80 92 0 FALSE 0.64
melanoma RAS_61 FGF3 High copy amplification 231 57 -0.01 -0.66 0.59 1480.62 1.00 864 219 45 12 FALSE 0.01
non-small cell lung cancer RAS_61 FGF3 High copy amplification 80 87 -2.47 -7.71 0.18 1219.09 1.00 3792 80 87 0 FALSE 0.64
melanoma RAS_61 FGF4 High copy amplification 231 58 -0.04 -0.73 0.61 1703.15 1.00 858 219 46 12 FALSE 0.04
non-small cell lung cancer RAS_61 FGF4 High copy amplification 80 88 -2.53 -8.27 0.07 1411.29 1.00 3783 80 88 0 FALSE 0.62
non-small cell lung cancer RAS_61 MDM2 High copy amplification 144 292 -2.31 -5.03 -0.60 911.34 1.00 6019 143 291 1 TRUE 1.36
colorectal cancer RAS_61 MYC High copy amplification 165 161 -0.03 -0.79 0.64 1489.25 1.00 3757 158 154 7 TRUE 0.03
melanoma RAS_61 MYC High copy amplification 336 66 -0.49 -1.20 0.16 1580.83 1.00 1182 327 57 9 TRUE 0.78
non-small cell lung cancer RAS_61 MYC High copy amplification 144 246 -0.54 -1.61 0.30 1469.52 1.00 6067 141 243 3 TRUE 0.57
pancreatic cancer RAS_61 MYC High copy amplification 135 68 0.32 -0.50 1.03 1236.07 1.00 1908 128 61 7 TRUE 0.37
colorectal cancer RAS_61 AURKA High copy amplification 165 108 0.05 -1.06 0.92 1401.44 1.00 3806 160 103 5 TRUE 0.04
colorectal cancer RAS_61 BCL2L1 High copy amplification 163 154 0.06 -0.79 0.76 1357.28 1.00 3697 156 147 7 FALSE 0.05
melanoma NRAS_61 CCND1 High copy amplification 324 70 -0.05 -0.73 0.36 4.31 1.23 1194 311 57 13 TRUE 0.06
melanoma NRAS_61 FGF19 High copy amplification 224 61 -0.28 -1.05 0.41 924.73 1.00 865 214 51 10 FALSE 0.34
melanoma NRAS_61 FGF3 High copy amplification 224 57 -0.32 -1.11 0.38 1442.11 1.00 868 215 48 9 FALSE 0.41
melanoma NRAS_61 FGF4 High copy amplification 224 58 -0.36 -1.14 0.33 1383.36 1.00 862 215 49 9 FALSE 0.46
melanoma NRAS_61 MYC High copy amplification 324 66 -0.53 -1.25 0.12 1294.30 1.00 1194 315 57 9 TRUE 0.86
non-small cell lung cancer KRAS_12-61 FGF19 High copy amplification 1099 92 -0.66 -1.21 -0.15 1428.30 1.00 2784 1083 76 16 FALSE 1.78
non-small cell lung cancer KRAS_12-61 FGF3 High copy amplification 1099 87 -0.73 -1.31 -0.17 1395.76 1.00 2787 1085 73 14 FALSE 1.85
non-small cell lung cancer KRAS_12-61 FGF4 High copy amplification 1099 88 -0.66 -1.26 -0.11 1365.17 1.00 2779 1084 73 15 FALSE 1.66
non-small cell lung cancer KRAS_12-61 MDM2 High copy amplification 1891 292 -1.08 -1.41 -0.77 1393.07 1.00 4309 1853 254 38 TRUE 9.50
cancer of unknown primary KRAS_12-61 MYC High copy amplification 278 68 0.24 -0.35 0.78 1460.18 1.00 1090 261 51 17 TRUE 0.39
colorectal cancer KRAS_12-61 MYC High copy amplification 1590 161 -0.42 -0.76 -0.09 1503.08 1.00 2373 1542 113 48 TRUE 1.83
non-small cell lung cancer KRAS_12-61 MYC High copy amplification 1891 246 -0.38 -0.67 -0.07 1499.28 1.00 4372 1836 191 55 TRUE 1.91
ovarian cancer KRAS_12-61 MYC High copy amplification 160 100 -0.93 -1.85 -0.12 1515.45 1.00 1367 156 96 4 TRUE 1.39
pancreatic cancer KRAS_12-61 MYC High copy amplification 1578 68 0.59 0.04 1.26 1702.92 1.00 517 1519 9 59 TRUE 1.27
uterine cancer KRAS_12-61 MYC High copy amplification 280 59 -1.28 -2.40 -0.37 1237.51 1.00 1508 278 57 2 TRUE 1.85
colorectal cancer KRAS_12-61 AURKA High copy amplification 1589 108 -1.02 -1.52 -0.56 566.83 1.00 2398 1568 87 21 TRUE 4.21
colorectal cancer KRAS_12-61 BCL2L1 High copy amplification 1563 154 -1.58 -2.11 -1.11 1456.71 1.00 2309 1544 135 19 FALSE 9.86
non-small cell lung cancer RAS_12 FGF19 High copy amplification 964 92 -0.54 -1.14 0.03 913.30 1.00 2918 949 77 15 FALSE 1.18
non-small cell lung cancer RAS_12 FGF3 High copy amplification 964 87 -0.65 -1.32 -0.08 1251.16 1.00 2921 951 74 13 FALSE 1.46
non-small cell lung cancer RAS_12 FGF4 High copy amplification 963 88 -0.56 -1.16 -0.01 1464.38 1.00 2914 949 74 14 FALSE 1.25
non-small cell lung cancer RAS_12 MDM2 High copy amplification 1668 292 -0.98 -1.36 -0.62 1340.22 1.00 4529 1633 257 35 TRUE 6.91
cancer of unknown primary RAS_12 MYC High copy amplification 239 68 0.34 -0.23 0.88 1461.00 1.00 1128 223 52 16 TRUE 0.62
colorectal cancer RAS_12 MYC High copy amplification 1263 161 -0.49 -0.86 -0.13 1223.13 1.00 2687 1228 126 35 TRUE 2.00
non-small cell lung cancer RAS_12 MYC High copy amplification 1668 246 -0.28 -0.59 0.04 1461.51 1.00 4592 1616 194 52 TRUE 1.12
ovarian cancer RAS_12 MYC High copy amplification 149 100 -0.81 -1.70 -0.03 1479.70 1.00 1378 145 96 4 TRUE 1.21
pancreatic cancer RAS_12 MYC High copy amplification 1440 68 0.31 -0.18 0.85 1376.53 1.00 648 1388 16 52 TRUE 0.61
uterine cancer RAS_12 MYC High copy amplification 243 59 -0.88 -1.85 -0.03 1512.98 1.00 1546 240 56 3 TRUE 1.22
colorectal cancer RAS_12 AURKA High copy amplification 1262 108 -0.86 -1.43 -0.39 1095.73 1.00 2722 1244 90 18 TRUE 2.89
colorectal cancer RAS_12 BCL2L1 High copy amplification 1241 154 -1.42 -1.94 -0.91 1097.23 1.01 2628 1225 138 16 FALSE 7.16
non-small cell lung cancer KRAS_12 FGF19 High copy amplification 960 92 -0.54 -1.11 -0.02 1180.74 1.00 2922 945 77 15 FALSE 1.26
non-small cell lung cancer KRAS_12 FGF3 High copy amplification 960 87 -0.65 -1.23 -0.09 1416.98 1.00 2925 947 74 13 FALSE 1.53
non-small cell lung cancer KRAS_12 FGF4 High copy amplification 960 88 -0.58 -1.16 -0.03 1336.71 1.00 2917 946 74 14 FALSE 1.32
non-small cell lung cancer KRAS_12 MDM2 High copy amplification 1660 292 -0.98 -1.34 -0.63 1367.51 1.00 4537 1625 257 35 TRUE 7.18
cancer of unknown primary KRAS_12 MYC High copy amplification 230 68 0.37 -0.21 0.92 1327.85 1.00 1137 214 52 16 TRUE 0.69
colorectal cancer KRAS_12 MYC High copy amplification 1209 161 -0.48 -0.87 -0.12 1456.05 1.00 2740 1175 127 34 TRUE 1.86
non-small cell lung cancer KRAS_12 MYC High copy amplification 1660 246 -0.33 -0.63 -0.03 1499.99 1.00 4598 1610 196 50 TRUE 1.47
ovarian cancer KRAS_12 MYC High copy amplification 147 100 -0.79 -1.72 -0.05 1529.61 1.00 1380 143 96 4 TRUE 1.20
pancreatic cancer KRAS_12 MYC High copy amplification 1438 68 0.30 -0.24 0.86 1520.93 1.00 650 1386 16 52 TRUE 0.58
uterine cancer KRAS_12 MYC High copy amplification 226 59 -1.06 -2.16 -0.16 1162.20 1.00 1562 224 57 2 TRUE 1.41
colorectal cancer KRAS_12 AURKA High copy amplification 1208 108 -1.00 -1.63 -0.49 1382.91 1.00 2773 1193 93 15 TRUE 3.32
colorectal cancer KRAS_12 BCL2L1 High copy amplification 1188 154 -1.67 -2.31 -1.14 1427.38 1.00 2677 1176 142 12 FALSE 7.74
non-small cell lung cancer RAS_12C CCND1 High copy amplification 308 145 -0.69 -1.89 0.23 1457.83 1.00 6005 304 141 4 TRUE 0.70
non-small cell lung cancer RAS_12C FGF19 High copy amplification 188 92 -0.57 -1.85 0.53 1479.75 1.00 3682 185 89 3 FALSE 0.44
non-small cell lung cancer RAS_12C FGF3 High copy amplification 188 87 -0.50 -1.77 0.57 1088.99 1.00 3687 185 84 3 FALSE 0.37
non-small cell lung cancer RAS_12C FGF4 High copy amplification 188 88 -0.49 -2.01 0.55 1429.43 1.00 3678 185 85 3 FALSE 0.35
non-small cell lung cancer RAS_12C MDM2 High copy amplification 308 292 -1.18 -2.21 -0.38 807.98 1.00 5859 303 287 5 TRUE 1.88
non-small cell lung cancer RAS_12C MYC High copy amplification 308 246 -0.33 -1.06 0.29 139.57 1.02 5909 299 237 9 TRUE 0.47
non-small cell lung cancer KRAS_12C FGF19 High copy amplification 481 92 -0.28 -1.05 0.36 1139.27 1.00 3395 472 83 9 FALSE 0.37
non-small cell lung cancer KRAS_12C FGF3 High copy amplification 481 87 -0.36 -1.18 0.32 1374.32 1.00 3399 473 79 8 FALSE 0.48
non-small cell lung cancer KRAS_12C FGF4 High copy amplification 481 88 -0.41 -1.29 0.30 1245.30 1.00 3390 473 80 8 FALSE 0.51
non-small cell lung cancer KRAS_12C MDM2 High copy amplification 821 292 -0.97 -1.53 -0.46 878.07 1.00 5357 805 276 16 TRUE 3.42
colorectal cancer KRAS_12C MYC High copy amplification 123 161 -0.93 -2.31 0.15 1459.99 1.00 3794 121 159 2 TRUE 0.85
non-small cell lung cancer KRAS_12C MYC High copy amplification 821 246 -0.39 -0.84 0.05 1467.86 1.01 5410 798 223 23 TRUE 1.10
colorectal cancer KRAS_12C AURKA High copy amplification 123 108 -0.77 -2.61 0.52 1135.84 1.00 3845 121 106 2 TRUE 0.48
colorectal cancer KRAS_12C BCL2L1 High copy amplification 120 154 -2.14 -4.63 -0.33 289.45 1.01 3734 119 153 1 FALSE 1.18
non-small cell lung cancer RAS_13 FGF19 High copy amplification 92 92 -1.22 -4.04 0.59 1167.47 1.00 3776 91 91 1 FALSE 0.52
non-small cell lung cancer RAS_13 FGF3 High copy amplification 92 87 -1.07 -3.86 0.59 149.56 1.03 3781 91 86 1 FALSE 0.44
non-small cell lung cancer RAS_13 FGF4 High copy amplification 92 88 -1.17 -4.02 0.71 1319.31 1.00 3772 91 87 1 FALSE 0.50
non-small cell lung cancer RAS_13 MDM2 High copy amplification 145 292 -1.46 -3.18 -0.15 1286.06 1.00 6019 143 290 2 TRUE 1.19
colorectal cancer RAS_13 MYC High copy amplification 342 161 -0.10 -0.69 0.44 1602.95 1.00 3586 329 148 13 TRUE 0.14
non-small cell lung cancer RAS_13 MYC High copy amplification 145 246 -0.36 -1.34 0.46 1357.46 1.00 6067 141 242 4 TRUE 0.35
colorectal cancer RAS_13 AURKA High copy amplification 342 108 -0.34 -1.21 0.37 1257.09 1.00 3631 335 101 7 TRUE 0.39
colorectal cancer RAS_13 BCL2L1 High copy amplification 335 154 -1.13 -2.16 -0.29 1459.39 1.00 3523 330 149 5 FALSE 1.66
non-small cell lung cancer KRAS_13 FGF19 High copy amplification 86 92 -1.22 -4.05 0.62 1327.32 1.00 3782 85 91 1 FALSE 0.51
non-small cell lung cancer KRAS_13 FGF3 High copy amplification 86 87 -1.16 -4.17 0.80 734.71 1.00 3787 85 86 1 FALSE 0.45
non-small cell lung cancer KRAS_13 FGF4 High copy amplification 86 88 -1.17 -3.98 0.63 1297.36 1.00 3778 85 87 1 FALSE 0.48
non-small cell lung cancer KRAS_13 MDM2 High copy amplification 134 292 -1.37 -3.08 -0.12 1179.02 1.00 6030 132 290 2 TRUE 1.12
colorectal cancer KRAS_13 MYC High copy amplification 315 161 -0.08 -0.70 0.48 1330.98 1.00 3612 303 149 12 TRUE 0.10
non-small cell lung cancer KRAS_13 MYC High copy amplification 134 246 -0.30 -1.24 0.59 1565.12 1.00 6078 130 242 4 TRUE 0.28
colorectal cancer KRAS_13 AURKA High copy amplification 315 108 -0.42 -1.42 0.34 1420.52 1.00 3657 309 102 6 TRUE 0.47
colorectal cancer KRAS_13 BCL2L1 High copy amplification 309 154 -1.02 -1.98 -0.21 1079.46 1.00 3549 304 149 5 FALSE 1.55
non-small cell lung cancer KRAS_61 CCND1 High copy amplification 103 145 -5.77 -16.35 -0.57 1405.50 1.00 6206 103 145 0 TRUE 0.79
non-small cell lung cancer KRAS_61 FGF19 High copy amplification 59 92 -5.61 -16.81 -0.14 1064.19 1.00 3808 59 92 0 FALSE 0.47
non-small cell lung cancer KRAS_61 FGF3 High copy amplification 59 87 -5.30 -14.52 -0.30 791.61 1.00 3813 59 87 0 FALSE 0.68
non-small cell lung cancer KRAS_61 FGF4 High copy amplification 59 88 -5.15 -14.51 -0.08 1002.00 1.00 3804 59 88 0 FALSE 0.70
non-small cell lung cancer KRAS_61 MDM2 High copy amplification 103 292 -1.81 -4.70 -0.22 60.36 1.04 6060 102 291 1 TRUE 0.87
non-small cell lung cancer KRAS_61 MYC High copy amplification 103 246 -1.10 -3.07 0.25 1361.78 1.00 6106 102 245 1 TRUE 0.72
pancreatic cancer KRAS_61 MYC High copy amplification 125 68 0.43 -0.51 1.21 1372.25 1.00 1918 118 61 7 TRUE 0.48
cancer of unknown primary RAS_12-61 ATR Any amplification 241 52 -0.71 -1.49 0.01 1408.51 1.00 852 234 45 7 FALSE 1.15
non-small cell lung cancer RAS_12-61 ATR Any amplification 1397 100 -0.85 -1.39 -0.36 1538.07 1.00 3255 1381 84 16 FALSE 2.95
ovarian cancer RAS_12-61 ATR Any amplification 117 65 -1.20 -2.39 -0.27 1515.15 1.00 866 115 63 2 FALSE 1.66
non-small cell lung cancer RAS_12-61 PDGFRA Any amplification 1975 133 -0.93 -1.42 -0.43 1241.04 1.00 4433 1955 113 20 TRUE 3.76
non-small cell lung cancer RAS_12-61 FBXW7 Any amplification 1975 77 -0.99 -1.67 -0.37 1443.27 1.00 4480 1964 66 11 TRUE 2.59
non-small cell lung cancer RAS_12-61 MAP3K1 Any amplification 1948 149 -0.22 -0.56 0.13 1489.33 1.00 4388 1909 110 39 FALSE 0.62
non-small cell lung cancer RAS_12-61 NSD1 Any amplification 1396 85 -0.51 -0.96 -0.01 77.65 1.04 3265 1378 67 18 FALSE 1.60
non-small cell lung cancer RAS_12-61 FLT4 Any amplification 1948 187 -0.33 -0.68 -0.03 1464.48 1.00 4356 1903 142 45 TRUE 1.33
ovarian cancer RAS_12-61 FLT4 Any amplification 188 64 -0.49 -1.44 0.30 1453.54 1.00 1376 183 59 5 TRUE 0.59
colorectal cancer RAS_12-61 PTPRD Any amplification 1378 56 0.06 -0.42 0.54 1546.20 1.00 1769 1353 31 25 FALSE 0.10
non-small cell lung cancer RAS_12-61 PTPRD Any amplification 1523 55 -0.04 -0.58 0.47 1453.72 1.00 3569 1507 39 16 FALSE 0.06
non-small cell lung cancer RAS_12-61 RET Any amplification 1975 83 0.20 -0.21 0.64 1438.62 1.00 4492 1946 54 29 TRUE 0.43
uterine cancer RAS_12-61 RET Any amplification 318 76 0.42 -0.10 0.93 1473.29 1.00 1469 300 58 18 TRUE 0.94
ovarian cancer RAS_12-61 RET Any amplification 188 51 0.66 0.01 1.29 1232.90 1.00 1395 177 40 11 TRUE 1.34
colorectal cancer RAS_12-61 KDM5A Any amplification 1421 122 0.38 0.04 0.72 1535.26 1.00 1784 1356 57 65 FALSE 1.49
cancer of unknown primary RAS_12-61 KDM5A Any amplification 241 56 0.25 -0.33 0.81 1486.70 1.00 854 226 41 15 FALSE 0.42
non-small cell lung cancer RAS_12-61 KDM5A Any amplification 1396 136 0.02 -0.36 0.35 1364.94 1.00 3237 1355 95 41 FALSE 0.03
pancreatic cancer RAS_12-61 KDM5A Any amplification 1399 66 -0.33 -0.80 0.19 1459.49 1.00 407 1353 20 46 FALSE 0.68
ovarian cancer RAS_12-61 KDM5A Any amplification 117 101 -0.66 -1.48 0.03 1521.77 1.00 834 111 95 6 FALSE 1.09
non-small cell lung cancer RAS_12-61 TSHR Any amplification 1396 53 -2.12 -3.58 -1.05 1208.55 1.00 3282 1393 50 3 TRUE 2.95
colorectal cancer RAS_12-61 CREBBP Any amplification 1759 97 -0.03 -0.43 0.38 1330.75 1.00 2263 1716 54 43 TRUE 0.05
non-small cell lung cancer RAS_12-61 CREBBP Any amplification 1949 205 -0.65 -0.99 -0.32 1520.93 1.00 4337 1912 168 37 TRUE 3.74
colorectal cancer RAS_12-61 BRIP1 Any amplification 1758 92 -0.52 -0.94 -0.10 1477.67 1.00 2253 1729 63 29 TRUE 1.76
cancer of unknown primary RAS_12-61 BRIP1 Any amplification 306 71 -0.54 -1.20 0.07 1386.03 1.00 1048 296 61 10 TRUE 1.04
non-small cell lung cancer RAS_12-61 BRIP1 Any amplification 1948 240 -0.01 -0.30 0.27 1515.69 1.00 4331 1875 167 73 TRUE 0.02
pancreatic cancer RAS_12-61 BRIP1 Any amplification 1586 58 -1.46 -1.96 -0.98 1406.71 1.00 477 1563 35 23 TRUE 7.65
melanoma RAS_12-61 BRIP1 Any amplification 423 82 0.44 -0.03 0.88 1417.30 1.00 1093 392 51 31 TRUE 1.27
ovarian cancer RAS_12-61 BRIP1 Any amplification 188 62 -0.30 -1.11 0.49 1520.61 1.00 1379 182 56 6 TRUE 0.34
bladder cancer RAS_12-61 BRIP1 Any amplification 130 67 -0.05 -0.83 0.69 1509.15 1.00 1165 123 60 7 TRUE 0.04
colorectal cancer RAS_12-61 AXIN2 Any amplification 1253 94 0.12 -0.27 0.52 1496.03 1.00 1618 1211 52 42 TRUE 0.28
non-small cell lung cancer RAS_12-61 AXIN2 Any amplification 1346 87 0.21 -0.20 0.63 1474.14 1.00 3109 1315 56 31 TRUE 0.50
colorectal cancer RAS_12-61 SMARCA4 Any amplification 1759 81 -0.17 -0.62 0.28 1346.18 1.00 2269 1726 48 33 FALSE 0.33
uterine cancer RAS_12-61 SMARCA4 Any amplification 318 74 -1.29 -2.31 -0.44 1240.13 1.00 1455 314 70 4 FALSE 2.15
ovarian cancer RAS_12-61 SMARCA4 Any amplification 188 148 -1.19 -2.09 -0.51 1357.31 1.00 1293 182 142 6 FALSE 2.50
colorectal cancer RAS_12-61 PTPRT Any amplification 1015 71 -2.21 -3.14 -1.42 1178.25 1.00 1267 1009 65 6 FALSE 6.44
colorectal cancer RAS_12-61 BLM Any amplification 1758 60 -0.59 -1.15 -0.08 1465.46 1.00 2274 1740 42 18 TRUE 1.51
non-small cell lung cancer RAS_12-61 BLM Any amplification 1948 97 -0.28 -0.72 0.14 1421.14 1.00 4426 1923 72 25 TRUE 0.67
melanoma RAS_12-61 BLM Any amplification 423 64 0.13 -0.39 0.63 1574.57 1.00 1100 403 44 20 TRUE 0.22
ovarian cancer RAS_12-61 BLM Any amplification 188 79 -0.97 -2.00 -0.17 1524.42 1.00 1359 185 76 3 TRUE 1.46
colorectal cancer RAS_12-61 PIK3CA Any amplification 1767 72 0.31 -0.16 0.74 1345.48 1.00 2292 1729 34 38 TRUE 0.75
cancer of unknown primary RAS_12-61 PIK3CA Any amplification 308 129 -0.54 -1.07 -0.07 1516.30 1.00 1001 289 110 19 TRUE 1.43
non-small cell lung cancer RAS_12-61 PIK3CA Any amplification 1975 434 -1.42 -1.77 -1.11 1424.21 1.00 4155 1932 391 43 TRUE 17.38
pancreatic cancer RAS_12-61 PIK3CA Any amplification 1591 55 0.32 -0.30 0.97 1343.35 1.00 504 1545 9 46 TRUE 0.49
uterine cancer RAS_12-61 PIK3CA Any amplification 318 115 -0.83 -1.48 -0.25 1436.48 1.00 1422 308 105 10 TRUE 2.07
ovarian cancer RAS_12-61 PIK3CA Any amplification 188 347 -1.30 -1.84 -0.78 1488.83 1.00 1102 174 333 14 TRUE 5.82
bladder cancer RAS_12-61 PIK3CA Any amplification 130 100 -0.80 -1.67 0.02 1465.27 1.00 1133 125 95 5 TRUE 1.18
non-small cell lung cancer RAS_12-61 GATA3 Any amplification 1948 65 0.41 -0.08 0.88 1491.65 1.00 4460 1921 38 27 FALSE 1.01
uterine cancer RAS_12-61 GATA3 Any amplification 318 75 0.22 -0.35 0.77 1329.73 1.00 1465 302 59 16 FALSE 0.35
ovarian cancer RAS_12-61 GATA3 Any amplification 188 76 -0.03 -0.75 0.61 1361.99 1.00 1368 179 67 9 FALSE 0.03
bladder cancer RAS_12-61 GATA3 Any amplification 130 152 -1.08 -1.95 -0.29 1327.99 1.00 1078 125 147 5 FALSE 2.00
colorectal cancer RAS_12-61 ESR1 Any amplification 1759 57 -0.08 -0.59 0.44 1513.69 1.00 2284 1735 33 24 TRUE 0.11
uterine cancer RAS_12-61 ESR1 Any amplification 318 63 0.07 -0.59 0.65 1431.64 1.00 1476 306 51 12 TRUE 0.08
ovarian cancer RAS_12-61 ESR1 Any amplification 188 64 -0.24 -1.09 0.49 1501.69 1.00 1377 182 58 6 TRUE 0.26
cancer of unknown primary RAS_12-61 ALK Any amplification 308 53 -0.06 -0.68 0.49 1443.69 1.00 1070 296 41 12 TRUE 0.07
non-small cell lung cancer RAS_12-61 ALK Any amplification 1975 134 -0.42 -0.80 -0.05 1485.97 1.00 4442 1945 104 30 TRUE 1.43
uterine cancer RAS_12-61 ALK Any amplification 318 71 0.12 -0.44 0.65 1399.72 1.00 1471 303 56 15 TRUE 0.18
ovarian cancer RAS_12-61 ALK Any amplification 188 108 -0.52 -1.22 0.05 1584.08 1.00 1334 181 101 7 TRUE 0.97
colorectal cancer RAS_12-61 RNF43 Any amplification 1422 101 0.04 -0.34 0.42 1675.21 1.00 1785 1378 57 44 TRUE 0.08
non-small cell lung cancer RAS_12-61 RNF43 Any amplification 1397 73 0.34 -0.13 0.78 1214.95 1.00 3294 1369 45 28 TRUE 0.84
non-small cell lung cancer RAS_12-61 U2AF1 Any amplification 1939 95 -0.67 -1.18 -0.17 1470.95 1.00 4400 1921 77 18 FALSE 1.89
ovarian cancer RAS_12-61 U2AF1 Any amplification 184 64 -0.76 -1.73 0.10 1590.65 1.00 1346 180 60 4 FALSE 0.94
colorectal cancer RAS_12-61 LATS2 Any amplification 1015 61 0.61 -0.02 1.29 12.22 1.26 1305 981 27 34 FALSE 1.00
uterine cancer RAS_12-61 PTEN Any amplification 318 70 0.44 -0.26 0.92 219.56 1.02 1474 301 53 17 TRUE 1.08
bladder cancer RAS_12-61 CTNNB1 Any amplification 130 53 -2.49 -4.69 -0.49 28.81 1.14 1176 129 52 1 TRUE 1.33
non-small cell lung cancer RAS_12-61 ARID1A Any amplification 1949 52 -1.75 -2.88 -0.82 1120.11 1.00 4457 1945 48 4 TRUE 3.00
non-small cell lung cancer RAS_12-61 PIK3R1 Any amplification 1949 121 -0.20 -0.61 0.20 1191.82 1.00 4416 1917 89 32 TRUE 0.48
colorectal cancer RAS_12-61 IKZF1 Any amplification 1758 459 -0.47 -0.67 -0.27 1442.01 1.00 2010 1605 306 153 TRUE 5.13
cancer of unknown primary RAS_12-61 IKZF1 Any amplification 307 106 -0.38 -0.92 0.10 1586.37 1.00 1021 289 88 18 TRUE 0.86
non-small cell lung cancer RAS_12-61 IKZF1 Any amplification 1948 553 -0.74 -0.96 -0.53 1616.91 1.00 4044 1849 454 99 TRUE 10.16
pancreatic cancer RAS_12-61 IKZF1 Any amplification 1586 76 -1.12 -1.60 -0.68 1476.44 1.00 474 1548 38 38 TRUE 6.07
melanoma RAS_12-61 IKZF1 Any amplification 423 101 -0.03 -0.47 0.40 1389.32 1.00 1073 395 73 28 TRUE 0.04
bladder cancer RAS_12-61 IKZF1 Any amplification 130 51 -0.41 -1.40 0.47 1520.34 1.00 1178 126 47 4 TRUE 0.41
colorectal cancer RAS_12-61 TERT Any amplification 1638 175 -0.22 -0.54 0.09 1374.52 1.00 2080 1571 108 67 TRUE 0.80
cancer of unknown primary RAS_12-61 TERT Any amplification 297 138 -0.96 -1.53 -0.47 1258.78 1.00 945 283 124 14 TRUE 3.40
non-small cell lung cancer RAS_12-61 TERT Any amplification 1916 925 -0.43 -0.59 -0.27 1598.28 1.00 3687 1702 711 214 TRUE 6.71
pancreatic cancer RAS_12-61 TERT Any amplification 1542 78 -1.21 -1.68 -0.77 1565.14 1.00 447 1504 40 38 TRUE 6.97
melanoma RAS_12-61 TERT Any amplification 374 82 -0.45 -0.99 0.03 1495.53 1.00 924 357 65 17 TRUE 1.08
uterine cancer RAS_12-61 TERT Any amplification 314 79 -0.84 -1.58 -0.18 1444.63 1.00 1415 307 72 7 TRUE 1.66
ovarian cancer RAS_12-61 TERT Any amplification 179 154 -1.33 -2.13 -0.64 1330.62 1.00 1207 174 149 5 TRUE 3.23
bladder cancer RAS_12-61 TERT Any amplification 125 123 -0.15 -0.81 0.47 1479.66 1.00 1059 113 111 12 TRUE 0.19
non-small cell lung cancer RAS_12-61 FGFR4 Any amplification 1949 192 -0.44 -0.78 -0.13 1370.94 1.00 4356 1906 149 43 TRUE 1.97
pancreatic cancer RAS_12-61 FGFR4 Any amplification 1591 54 -1.49 -2.06 -0.97 1455.21 1.00 481 1569 32 22 TRUE 7.03
ovarian cancer RAS_12-61 FGFR4 Any amplification 188 56 -0.45 -1.47 0.41 1558.50 1.00 1384 183 51 5 TRUE 0.45
colorectal cancer RAS_12-61 ABL1 Any amplification 1766 77 0.00 -0.45 0.45 1520.06 1.00 2281 1733 44 33 TRUE 0.01
non-small cell lung cancer RAS_12-61 ABL1 Any amplification 1974 54 -0.32 -0.92 0.26 1336.34 1.00 4498 1961 41 13 TRUE 0.54
non-small cell lung cancer RAS_12-61 NOTCH2 Any amplification 1949 89 -0.84 -1.39 -0.32 1445.07 1.00 4429 1936 76 13 TRUE 2.58
melanoma RAS_12-61 NOTCH2 Any amplification 423 83 0.78 0.33 1.25 1641.41 1.00 1103 386 46 37 TRUE 3.28
ovarian cancer RAS_12-61 NOTCH2 Any amplification 188 69 0.18 -0.52 0.83 1634.97 1.00 1376 178 59 10 TRUE 0.22
colorectal cancer RAS_12-61 DDR2 Any amplification 1759 133 0.35 0.02 0.69 1636.43 1.00 2254 1689 63 70 TRUE 1.41
cancer of unknown primary RAS_12-61 DDR2 Any amplification 307 118 -0.06 -0.49 0.38 1467.11 1.00 1017 283 94 24 TRUE 0.09
non-small cell lung cancer RAS_12-61 DDR2 Any amplification 1949 574 0.55 0.38 0.72 1401.11 1.00 4170 1710 335 239 TRUE 9.54
pancreatic cancer RAS_12-61 DDR2 Any amplification 1591 78 -0.07 -0.55 0.41 1563.80 1.00 493 1533 20 58 TRUE 0.11
melanoma RAS_12-61 DDR2 Any amplification 423 128 0.79 0.42 1.14 1348.54 1.00 1080 367 72 56 TRUE 4.84
uterine cancer RAS_12-61 DDR2 Any amplification 318 179 0.13 -0.27 0.52 1520.61 1.00 1380 284 145 34 TRUE 0.30
ovarian cancer RAS_12-61 DDR2 Any amplification 188 137 0.69 0.24 1.12 1470.86 1.00 1326 160 109 28 TRUE 2.78
hepatobiliary cancer RAS_12-61 DDR2 Any amplification 135 83 0.16 -0.46 0.72 1454.66 1.00 870 123 71 12 TRUE 0.23
bladder cancer RAS_12-61 DDR2 Any amplification 130 154 -0.48 -1.14 0.10 1575.01 1.00 1083 121 145 9 TRUE 0.89
colorectal cancer RAS_12-61 SMO Any amplification 1767 337 -0.21 -0.44 0.01 1638.81 1.00 2119 1637 207 130 TRUE 1.19
cancer of unknown primary RAS_12-61 SMO Any amplification 307 67 -0.24 -0.83 0.32 1298.34 1.00 1057 294 54 13 TRUE 0.37
non-small cell lung cancer RAS_12-61 SMO Any amplification 1975 339 -0.47 -0.74 -0.21 1536.12 1.00 4281 1901 265 74 TRUE 3.36
pancreatic cancer RAS_12-61 SMO Any amplification 1591 52 -1.90 -2.48 -1.32 1383.35 1.00 476 1576 37 15 TRUE 10.29
melanoma RAS_12-61 SMO Any amplification 423 140 -0.14 -0.54 0.26 1469.90 1.00 1049 388 105 35 TRUE 0.31
ovarian cancer RAS_12-61 SMO Any amplification 188 111 -0.40 -1.03 0.19 1402.87 1.00 1334 178 101 10 TRUE 0.69
non-small cell lung cancer RAS_12-61 KMT2A Any amplification 1948 116 -0.57 -1.04 -0.15 1160.89 1.00 4405 1925 93 23 FALSE 1.89
colorectal cancer RAS_12-61 JAK3 Any amplification 1767 73 -0.05 -0.52 0.40 1514.73 1.00 2285 1735 41 32 TRUE 0.08
non-small cell lung cancer RAS_12-61 JAK3 Any amplification 1975 72 -0.85 -1.46 -0.27 1510.29 1.00 4486 1963 60 12 TRUE 2.19
uterine cancer RAS_12-61 JAK3 Any amplification 318 59 -1.57 -2.85 -0.51 1210.28 1.00 1470 316 57 2 TRUE 2.06
ovarian cancer RAS_12-61 JAK3 Any amplification 188 177 -1.01 -1.72 -0.39 1509.14 1.00 1267 179 168 9 TRUE 2.53
non-small cell lung cancer RAS_12-61 STAG2 Any amplification 1948 79 -0.33 -0.85 0.20 1080.18 1.00 4438 1929 60 19 TRUE 0.65
colorectal cancer RAS_12-61 BRCA2 Any amplification 1759 809 0.10 -0.06 0.25 1515.79 1.00 1873 1394 444 365 TRUE 0.66
pancreatic cancer RAS_12-61 BRCA2 Any amplification 1591 58 -1.37 -1.94 -0.85 1358.60 1.00 481 1565 32 26 TRUE 6.63
ovarian cancer RAS_12-61 NOTCH3 Any amplification 117 73 -2.67 -5.40 -0.92 1328.55 1.00 857 116 72 1 TRUE 1.68
colorectal cancer RAS_12-61 CDKN1A Any amplification 1728 81 -0.38 -0.83 0.05 1488.52 1.00 2226 1700 53 28 FALSE 1.05
non-small cell lung cancer RAS_12-61 CDKN1A Any amplification 1938 156 -0.42 -0.78 -0.04 1521.86 1.00 4349 1903 121 35 FALSE 1.57
melanoma RAS_12-61 CDKN1A Any amplification 416 144 0.42 0.05 0.78 1419.16 1.00 1022 364 92 52 FALSE 1.67
ovarian cancer RAS_12-61 CDKN1A Any amplification 184 99 -0.66 -1.44 0.00 1508.63 1.00 1313 178 93 6 FALSE 1.11
non-small cell lung cancer RAS_12-61 FGFR3 Any amplification 1975 112 -0.24 -0.67 0.16 1479.21 1.00 4464 1945 82 30 TRUE 0.58
pancreatic cancer RAS_12-61 FGFR3 Any amplification 1591 58 -1.15 -1.66 -0.61 1209.80 1.00 484 1562 29 29 TRUE 4.91
uterine cancer RAS_12-61 FGFR3 Any amplification 318 63 -0.99 -1.94 -0.20 1484.30 1.00 1469 313 58 5 TRUE 1.60
ovarian cancer RAS_12-61 FGFR3 Any amplification 188 91 -1.13 -2.14 -0.28 1583.55 1.00 1348 184 87 4 TRUE 1.75
bladder cancer RAS_12-61 FGFR3 Any amplification 130 81 -1.42 -2.69 -0.41 1529.38 1.00 1149 128 79 2 TRUE 1.76
non-small cell lung cancer RAS_12-61 IGF1R Any amplification 1949 99 -0.40 -0.88 0.01 1600.99 1.00 4429 1926 76 23 TRUE 1.11
melanoma RAS_12-61 IGF1R Any amplification 423 77 -0.03 -0.50 0.46 1568.62 1.00 1096 402 56 21 TRUE 0.04
ovarian cancer RAS_12-61 IGF1R Any amplification 188 65 -0.81 -1.89 -0.02 1429.13 1.00 1373 185 62 3 TRUE 1.08
colorectal cancer RAS_12-61 KEAP1 Any amplification 1693 62 -0.30 -0.80 0.22 1253.63 1.00 2179 1669 38 24 FALSE 0.59
uterine cancer RAS_12-61 KEAP1 Any amplification 288 52 -1.63 -2.97 -0.54 1387.23 1.00 1353 286 50 2 FALSE 2.09
ovarian cancer RAS_12-61 KEAP1 Any amplification 161 116 -1.92 -3.24 -0.89 1495.29 1.00 1128 159 114 2 FALSE 2.80
colorectal cancer RAS_12-61 CDKN2A Any amplification 1767 121 0.18 -0.19 0.54 1632.51 1.00 2263 1709 63 58 TRUE 0.47
non-small cell lung cancer RAS_12-61 CDKN2A Any amplification 1975 62 0.10 -0.40 0.62 1371.76 1.00 4505 1954 41 21 TRUE 0.16
ovarian cancer RAS_12-61 CDKN2A Any amplification 188 101 -1.09 -2.08 -0.24 1516.13 1.00 1338 184 97 4 TRUE 1.65
colorectal cancer RAS_12-61 IRS2 Any amplification 1127 66 0.19 -0.31 0.73 1311.75 1.00 1415 1095 34 32 FALSE 0.33
colorectal cancer RAS_12-61 FANCA Any amplification 1759 116 -0.01 -0.36 0.35 1561.21 1.00 2252 1708 65 51 TRUE 0.01
non-small cell lung cancer RAS_12-61 FANCA Any amplification 1949 81 -0.85 -1.49 -0.34 1429.18 1.00 4436 1937 69 12 TRUE 2.40
colorectal cancer RAS_12-61 IL7R Any amplification 1421 84 -0.26 -0.70 0.17 1665.78 1.00 1790 1388 51 33 FALSE 0.64
cancer of unknown primary RAS_12-61 IL7R Any amplification 240 64 -1.05 -1.87 -0.34 1306.58 1.00 836 235 59 5 FALSE 2.14
non-small cell lung cancer RAS_12-61 IL7R Any amplification 1396 300 -0.33 -0.60 -0.08 1460.18 1.00 3103 1325 229 71 FALSE 1.80
ovarian cancer RAS_12-61 IL7R Any amplification 117 52 -1.23 -2.49 -0.26 1483.92 1.00 878 116 51 1 FALSE 1.53
bladder cancer RAS_12-61 IL7R Any amplification 89 57 -0.52 -1.47 0.31 1690.11 1.00 840 85 53 4 FALSE 0.58
colorectal cancer RAS_12-61 ERBB3 Any amplification 1759 81 0.28 -0.14 0.70 1545.13 1.00 2277 1718 40 41 TRUE 0.69
cancer of unknown primary RAS_12-61 ERBB3 Any amplification 307 67 0.55 0.06 1.08 1283.74 1.00 1066 285 45 22 TRUE 1.51
non-small cell lung cancer RAS_12-61 ERBB3 Any amplification 1949 121 0.36 0.02 0.71 1546.57 1.00 4431 1902 74 47 TRUE 1.33
pancreatic cancer RAS_12-61 ERBB3 Any amplification 1591 70 -0.94 -1.43 -0.46 1499.71 1.00 480 1554 33 37 TRUE 3.96
uterine cancer RAS_12-61 ERBB3 Any amplification 318 75 -0.20 -0.84 0.42 1555.85 1.00 1461 307 64 11 TRUE 0.28
ovarian cancer RAS_12-61 ERBB3 Any amplification 188 99 0.51 -0.05 1.02 1488.66 1.00 1354 170 81 18 TRUE 1.21
non-small cell lung cancer RAS_12-61 ATM Any amplification 1975 114 -0.68 -1.15 -0.23 1306.79 1.00 4453 1954 93 21 TRUE 2.26
non-small cell lung cancer RAS_12-61 MAP2K1 Any amplification 1949 68 -0.40 -1.01 0.09 657.50 1.01 4453 1933 52 16 TRUE 0.78
colorectal cancer RAS_12-61 RB1 Any amplification 1767 741 0.07 -0.10 0.24 1469.03 1.00 1917 1435 409 332 TRUE 0.43
pancreatic cancer RAS_12-61 RB1 Any amplification 1591 56 -1.38 -1.90 -0.85 1592.81 1.00 482 1566 31 25 TRUE 6.50
colorectal cancer RAS_12-61 KMT2D Any amplification 1758 76 0.54 0.09 0.97 1525.21 1.00 2283 1715 33 43 FALSE 1.73
non-small cell lung cancer RAS_12-61 KMT2D Any amplification 1948 80 0.23 -0.24 0.67 1497.37 1.00 4446 1920 52 28 FALSE 0.49
ovarian cancer RAS_12-61 KMT2D Any amplification 188 64 0.75 0.13 1.30 1605.60 1.00 1385 174 50 14 FALSE 1.89
colorectal cancer RAS_12-61 TSC2 Any amplification 1759 101 0.07 -0.30 0.46 1268.44 1.00 2262 1713 55 46 TRUE 0.14
non-small cell lung cancer RAS_12-61 TSC2 Any amplification 1949 206 -0.64 -1.00 -0.33 1440.66 1.00 4337 1911 168 38 TRUE 3.67
ovarian cancer RAS_12-61 TSC2 Any amplification 188 65 -0.18 -0.98 0.55 1355.04 1.00 1377 181 58 7 TRUE 0.20
non-small cell lung cancer RAS_12-61 APC Any amplification 1974 112 -0.38 -0.83 0.02 1514.67 1.00 4453 1948 86 26 TRUE 1.05
colorectal cancer RAS_12-61 ERBB2 Any amplification 1767 224 -0.87 -1.18 -0.58 1455.18 1.00 2158 1711 168 56 TRUE 7.76
cancer of unknown primary RAS_12-61 ERBB2 Any amplification 308 82 -0.49 -1.10 0.06 1492.23 1.00 1042 295 69 13 TRUE 1.00
non-small cell lung cancer RAS_12-61 ERBB2 Any amplification 1975 281 -0.44 -0.72 -0.18 1516.09 1.00 4328 1912 218 63 TRUE 2.89
pancreatic cancer RAS_12-61 ERBB2 Any amplification 1591 76 -0.92 -1.37 -0.48 1525.64 1.00 479 1549 34 42 TRUE 4.24
uterine cancer RAS_12-61 ERBB2 Any amplification 318 120 -1.61 -2.50 -0.88 1422.08 1.00 1411 314 116 4 TRUE 3.86
ovarian cancer RAS_12-61 ERBB2 Any amplification 188 99 -0.02 -0.67 0.53 1554.24 1.00 1349 175 86 13 TRUE 0.02
bladder cancer RAS_12-61 ERBB2 Any amplification 130 117 -0.49 -1.21 0.17 1411.81 1.00 1119 122 109 8 TRUE 0.77
colorectal cancer RAS_12-61 CCND1 Any amplification 1759 81 -0.47 -0.92 -0.04 1436.81 1.00 2263 1732 54 27 TRUE 1.48
cancer of unknown primary RAS_12-61 CCND1 Any amplification 308 83 -0.60 -1.18 -0.06 1381.51 1.00 1039 297 72 11 TRUE 1.37
non-small cell lung cancer RAS_12-61 CCND1 Any amplification 1949 331 -0.36 -0.62 -0.11 1577.91 1.00 4252 1871 253 78 TRUE 2.19
melanoma RAS_12-61 CCND1 Any amplification 423 105 0.07 -0.35 0.49 1512.91 1.00 1078 392 74 31 TRUE 0.13
ovarian cancer RAS_12-61 CCND1 Any amplification 188 89 -0.98 -1.84 -0.27 1334.71 1.00 1349 185 86 3 TRUE 1.81
hepatobiliary cancer RAS_12-61 CCND1 Any amplification 135 56 -0.31 -1.06 0.42 1403.77 1.00 891 129 50 6 TRUE 0.39
bladder cancer RAS_12-61 CCND1 Any amplification 130 171 -0.26 -0.81 0.27 1617.94 1.00 1071 116 157 14 TRUE 0.45
colorectal cancer RAS_12-61 ARID2 Any amplification 1758 72 0.58 0.17 1.01 1619.49 1.00 2287 1715 29 43 FALSE 2.03
cancer of unknown primary RAS_12-61 ARID2 Any amplification 306 55 0.61 0.06 1.14 1500.58 1.00 1073 287 36 19 FALSE 1.54
non-small cell lung cancer RAS_12-61 ARID2 Any amplification 1948 99 0.05 -0.36 0.43 1531.84 1.00 4430 1917 68 31 FALSE 0.09
uterine cancer RAS_12-61 ARID2 Any amplification 318 52 0.16 -0.50 0.77 1470.47 1.00 1482 308 42 10 FALSE 0.21
ovarian cancer RAS_12-61 ARID2 Any amplification 188 124 0.09 -0.45 0.58 1594.71 1.00 1326 173 109 15 FALSE 0.13
non-small cell lung cancer RAS_12-61 MTOR Any amplification 1949 75 -1.61 -2.52 -0.82 1458.66 1.00 4437 1942 68 7 TRUE 3.85
ovarian cancer RAS_12-61 MTOR Any amplification 188 63 -3.40 -7.85 -1.27 1341.91 1.00 1372 188 63 0 TRUE 1.39
colorectal cancer RAS_12-61 RFWD2 Any amplification 1296 64 0.18 -0.28 0.64 1518.75 1.00 1720 1265 33 31 FALSE 0.36
non-small cell lung cancer RAS_12-61 RFWD2 Any amplification 1631 297 0.44 0.21 0.68 1406.85 1.00 3641 1514 180 117 FALSE 3.81
melanoma RAS_12-61 RFWD2 Any amplification 302 60 0.69 0.17 1.18 1702.05 1.00 796 276 34 26 FALSE 2.08
uterine cancer RAS_12-61 RFWD2 Any amplification 268 113 0.07 -0.44 0.53 1399.63 1.00 1201 248 93 20 FALSE 0.11
ovarian cancer RAS_12-61 RFWD2 Any amplification 146 76 0.51 -0.05 1.05 1605.29 1.00 1075 132 62 14 FALSE 1.17
bladder cancer RAS_12-61 RFWD2 Any amplification 110 68 -0.27 -1.12 0.45 1510.88 1.00 941 106 64 4 FALSE 0.31
colorectal cancer RAS_12-61 NOTCH1 Any amplification 1767 95 -0.12 -0.54 0.27 1467.17 1.00 2269 1729 57 38 TRUE 0.27
non-small cell lung cancer RAS_12-61 NOTCH1 Any amplification 1975 64 -0.36 -0.91 0.16 1563.97 1.00 4497 1960 49 15 TRUE 0.70
colorectal cancer RAS_12-61 NTRK1 Any amplification 1759 129 0.34 0.00 0.67 1519.78 1.00 2255 1692 62 67 TRUE 1.30
cancer of unknown primary RAS_12-61 NTRK1 Any amplification 307 123 0.26 -0.17 0.66 1307.94 1.00 1020 275 91 32 TRUE 0.66
non-small cell lung cancer RAS_12-61 NTRK1 Any amplification 1949 607 0.59 0.42 0.75 1498.09 1.00 4155 1692 350 257 TRUE 10.99
pancreatic cancer RAS_12-61 NTRK1 Any amplification 1591 82 -0.05 -0.51 0.47 1547.81 1.00 492 1530 21 61 TRUE 0.08
melanoma RAS_12-61 NTRK1 Any amplification 423 132 0.84 0.50 1.17 1501.32 1.00 1078 364 73 59 TRUE 5.87
uterine cancer RAS_12-61 NTRK1 Any amplification 318 198 0.11 -0.27 0.48 1565.48 1.00 1366 281 161 37 TRUE 0.25
ovarian cancer RAS_12-61 NTRK1 Any amplification 188 158 0.51 0.09 0.92 1444.80 1.00 1305 160 130 28 TRUE 1.77
hepatobiliary cancer RAS_12-61 NTRK1 Any amplification 135 87 0.29 -0.29 0.84 1535.78 1.00 868 121 73 14 TRUE 0.51
bladder cancer RAS_12-61 NTRK1 Any amplification 130 90 -0.28 -1.03 0.42 1490.77 1.00 1144 124 84 6 TRUE 0.35
non-small cell lung cancer RAS_12-61 KIT Any amplification 1975 158 -0.68 -1.09 -0.29 1403.01 1.00 4418 1945 128 30 TRUE 3.07
melanoma RAS_12-61 KIT Any amplification 423 94 -0.84 -1.43 -0.32 1603.21 1.00 1073 410 81 13 TRUE 2.51
non-small cell lung cancer RAS_12-61 KDR Any amplification 1975 145 -0.80 -1.21 -0.40 1371.38 1.00 4426 1950 120 25 TRUE 3.87
melanoma RAS_12-61 KDR Any amplification 423 54 -0.87 -1.52 -0.31 1338.46 1.00 1107 416 47 7 TRUE 2.28
colorectal cancer RAS_12-61 RICTOR Any amplification 1422 89 -0.11 -0.51 0.30 1361.06 1.00 1791 1384 51 38 FALSE 0.22
cancer of unknown primary RAS_12-61 RICTOR Any amplification 240 60 -0.93 -1.78 -0.24 1426.66 1.00 842 235 55 5 FALSE 1.75
non-small cell lung cancer RAS_12-61 RICTOR Any amplification 1397 298 -0.30 -0.57 -0.02 1557.48 1.00 3113 1325 226 72 FALSE 1.49
bladder cancer RAS_12-61 RICTOR Any amplification 89 56 -0.38 -1.36 0.47 1352.01 1.00 844 85 52 4 FALSE 0.39
non-small cell lung cancer RAS_12-61 CSF1R Any amplification 1560 67 -0.32 -0.93 0.22 1588.54 1.00 3629 1544 51 16 TRUE 0.55
colorectal cancer RAS_12-61 PARK2 Any amplification 1737 51 0.26 -0.34 0.78 312.47 1.01 2265 1712 26 25 FALSE 0.46
colorectal cancer RAS_12-61 NTRK2 Any amplification 1759 66 0.21 -0.27 0.71 1237.58 1.00 2283 1727 34 32 FALSE 0.40
colorectal cancer RAS_12-61 PTCH1 Any amplification 1759 72 0.17 -0.29 0.63 1494.98 1.00 2279 1725 38 34 TRUE 0.33
uterine cancer RAS_12-61 FGFR2 Any amplification 318 92 0.08 -0.46 0.54 1417.96 1.00 1452 301 75 17 TRUE 0.12
ovarian cancer RAS_12-61 FGFR2 Any amplification 188 73 0.04 -0.61 0.61 1599.68 1.00 1371 179 64 9 TRUE 0.05
colorectal cancer RAS_12-61 HNF1A Any amplification 1737 61 0.39 -0.10 0.87 1489.20 1.00 2260 1705 29 32 TRUE 0.90
non-small cell lung cancer RAS_12-61 HNF1A Any amplification 1965 62 0.36 -0.13 0.85 1627.45 1.00 4480 1941 38 24 TRUE 0.87
ovarian cancer RAS_12-61 HNF1A Any amplification 184 51 0.81 0.15 1.43 1532.19 1.00 1367 172 39 12 TRUE 1.92
non-small cell lung cancer RAS_12-61 DICER1 Any amplification 1938 132 -1.16 -1.74 -0.68 112.78 1.01 4354 1922 116 16 TRUE 4.47
non-small cell lung cancer RAS_12-61 NTRK3 Any amplification 1949 91 -0.17 -0.65 0.26 1404.65 1.00 4438 1925 67 24 FALSE 0.34
melanoma RAS_12-61 NTRK3 Any amplification 423 60 0.22 -0.29 0.74 1468.28 1.00 1110 404 41 19 FALSE 0.38
colorectal cancer RAS_12-61 PALB2 Any amplification 1759 110 -0.05 -0.43 0.33 1525.63 1.00 2255 1711 62 48 TRUE 0.11
non-small cell lung cancer RAS_12-61 PALB2 Any amplification 1949 186 -0.58 -0.98 -0.24 1499.97 1.00 4354 1914 151 35 TRUE 2.77
colorectal cancer RAS_12-61 CDH1 Any amplification 1766 112 -0.04 -0.44 0.35 1469.07 1.00 2262 1717 63 49 TRUE 0.07
non-small cell lung cancer RAS_12-61 CDH1 Any amplification 1974 109 -1.36 -2.03 -0.77 1472.31 1.00 4440 1964 99 10 TRUE 4.62
colorectal cancer RAS_12-61 CDK12 Any amplification 1422 112 -0.82 -1.26 -0.41 1492.29 1.00 1758 1394 84 28 FALSE 3.95
non-small cell lung cancer RAS_12-61 CDK12 Any amplification 1397 106 -0.24 -0.68 0.19 1611.70 1.00 3261 1369 78 28 FALSE 0.56
colorectal cancer RAS_12-61 BRD4 Any amplification 1728 67 0.15 -0.35 0.67 1377.04 1.00 2245 1695 34 33 FALSE 0.27
non-small cell lung cancer RAS_12-61 BRD4 Any amplification 1938 52 -1.11 -1.88 -0.38 1401.66 1.00 4425 1931 45 7 FALSE 2.31
uterine cancer RAS_12-61 BRD4 Any amplification 317 70 -1.59 -2.72 -0.65 1495.00 1.00 1447 314 67 3 FALSE 2.57
ovarian cancer RAS_12-61 BRD4 Any amplification 184 173 -2.31 -3.57 -1.24 1184.66 1.00 1235 182 171 2 FALSE 4.03
colorectal cancer RAS_12-61 ASXL1 Any amplification 1758 1033 -0.47 -0.63 -0.32 1458.04 1.00 1641 1400 675 358 TRUE 8.86
cancer of unknown primary RAS_12-61 ASXL1 Any amplification 307 108 -0.53 -1.08 -0.01 1481.37 1.00 1017 291 92 16 TRUE 1.28
non-small cell lung cancer RAS_12-61 ASXL1 Any amplification 1948 238 -0.65 -0.98 -0.35 1596.07 1.00 4305 1903 193 45 TRUE 4.28
pancreatic cancer RAS_12-61 ASXL1 Any amplification 1586 63 -1.24 -1.73 -0.73 1398.94 1.00 479 1556 33 30 TRUE 6.08
melanoma RAS_12-61 ASXL1 Any amplification 423 76 0.37 -0.08 0.85 1469.63 1.00 1096 395 48 28 TRUE 0.93
uterine cancer RAS_12-61 ASXL1 Any amplification 318 102 -0.93 -1.66 -0.28 1258.71 1.00 1432 310 94 8 TRUE 2.04
ovarian cancer RAS_12-61 ASXL1 Any amplification 188 224 -0.83 -1.41 -0.33 1294.31 1.00 1224 175 211 13 TRUE 2.50
bladder cancer RAS_12-61 ASXL1 Any amplification 130 121 -0.28 -0.96 0.34 1557.08 1.00 1114 120 111 10 TRUE 0.38
non-small cell lung cancer RAS_12-61 EP300 Any amplification 1948 89 -0.85 -1.42 -0.32 1458.32 1.00 4423 1934 75 14 TRUE 2.63
melanoma RAS_12-61 EP300 Any amplification 423 110 0.04 -0.37 0.46 1407.66 1.00 1065 392 79 31 TRUE 0.08
colorectal cancer RAS_12-61 ERCC2 Any amplification 1759 100 0.05 -0.34 0.41 1435.37 1.00 2262 1714 55 45 TRUE 0.09
cancer of unknown primary RAS_12-61 ERCC2 Any amplification 306 64 0.58 0.06 1.07 1352.16 1.00 1069 284 42 22 TRUE 1.55
non-small cell lung cancer RAS_12-61 ERCC2 Any amplification 1949 171 -0.15 -0.51 0.18 1537.80 1.00 4381 1902 124 47 TRUE 0.39
pancreatic cancer RAS_12-61 ERCC2 Any amplification 1590 77 -0.25 -0.70 0.24 1324.88 1.00 490 1536 23 54 TRUE 0.54
uterine cancer RAS_12-61 ERCC2 Any amplification 318 56 -0.38 -1.14 0.30 1352.85 1.00 1476 311 49 7 TRUE 0.51
ovarian cancer RAS_12-61 ERCC2 Any amplification 188 78 -0.30 -1.07 0.42 1507.54 1.00 1364 181 71 7 TRUE 0.37
bladder cancer RAS_12-61 ERCC2 Any amplification 130 55 -0.78 -1.86 0.17 1424.44 1.00 1175 128 53 2 TRUE 0.89
colorectal cancer RAS_12-61 ERBB4 Any amplification 1767 57 -0.58 -1.16 -0.05 1499.39 1.00 2286 1750 40 17 TRUE 1.43
non-small cell lung cancer RAS_12-61 ERBB4 Any amplification 1975 73 -0.08 -0.58 0.41 1437.71 1.00 4495 1953 51 22 TRUE 0.12
ovarian cancer RAS_12-61 ERBB4 Any amplification 188 83 -0.56 -1.40 0.19 1514.04 1.00 1358 182 77 6 TRUE 0.79
colorectal cancer RAS_12-61 RECQL4 Any amplification 1525 564 -0.36 -0.54 -0.18 1453.07 1.00 1681 1326 365 199 TRUE 3.69
cancer of unknown primary RAS_12-61 RECQL4 Any amplification 286 145 -0.02 -0.42 0.37 1445.14 1.00 898 254 113 32 TRUE 0.03
non-small cell lung cancer RAS_12-61 RECQL4 Any amplification 1750 533 0.27 0.09 0.46 1487.33 1.00 3635 1557 340 193 TRUE 2.38
pancreatic cancer RAS_12-61 RECQL4 Any amplification 1508 96 -0.07 -0.50 0.37 1414.59 1.00 438 1435 23 73 TRUE 0.13
melanoma RAS_12-61 RECQL4 Any amplification 358 177 0.12 -0.22 0.45 1533.35 1.00 833 306 125 52 TRUE 0.30
uterine cancer RAS_12-61 RECQL4 Any amplification 282 119 -0.52 -1.03 -0.01 1509.30 1.00 1258 269 106 13 TRUE 1.29
ovarian cancer RAS_12-61 RECQL4 Any amplification 148 316 -0.58 -1.04 -0.15 1392.10 1.00 867 125 293 23 TRUE 1.99
hepatobiliary cancer RAS_12-61 RECQL4 Any amplification 122 77 0.17 -0.49 0.74 1545.07 1.00 780 110 65 12 TRUE 0.22
bladder cancer RAS_12-61 RECQL4 Any amplification 115 103 0.22 -0.38 0.78 1639.82 1.00 968 102 90 13 TRUE 0.35
colorectal cancer RAS_12-61 GNAQ Any amplification 1767 70 0.16 -0.33 0.64 987.22 1.00 2289 1734 37 33 TRUE 0.29
colorectal cancer RAS_12-61 ERCC5 Any amplification 1590 720 0.13 -0.04 0.29 1419.14 1.00 1750 1265 395 325 TRUE 0.97
non-small cell lung cancer RAS_12-61 ERCC5 Any amplification 1898 87 -0.21 -0.70 0.25 1324.68 1.00 4268 1874 63 24 TRUE 0.41
pancreatic cancer RAS_12-61 ERCC5 Any amplification 1529 56 -1.24 -1.76 -0.74 1555.04 1.00 451 1502 29 27 TRUE 5.60
ovarian cancer RAS_12-61 ERCC5 Any amplification 175 70 -1.13 -2.30 -0.19 1563.26 1.00 1286 172 67 3 TRUE 1.43
bladder cancer RAS_12-61 ERCC5 Any amplification 125 54 -1.57 -3.23 -0.33 1444.37 1.00 1100 124 53 1 TRUE 1.46
colorectal cancer RAS_12-61 BRCA1 Any amplification 1759 88 -0.60 -1.05 -0.17 1553.30 1.00 2254 1734 63 25 TRUE 2.03
non-small cell lung cancer RAS_12-61 BRCA1 Any amplification 1949 173 -0.05 -0.40 0.27 1576.33 1.00 4384 1897 121 52 TRUE 0.12
colorectal cancer RAS_12-61 TSC1 Any amplification 1759 81 0.00 -0.44 0.41 1623.41 1.00 2271 1724 46 35 TRUE 0.00
non-small cell lung cancer RAS_12-61 TSC1 Any amplification 1949 56 -0.35 -0.97 0.19 1283.75 1.00 4462 1936 43 13 TRUE 0.62
non-small cell lung cancer RAS_12-61 FLCN Any amplification 1938 53 -0.02 -0.58 0.56 1006.32 1.00 4433 1922 37 16 TRUE 0.02
colorectal cancer RAS_12-61 NF1 Any amplification 1759 101 -0.50 -0.92 -0.09 1527.71 1.00 2248 1727 69 32 TRUE 1.72
non-small cell lung cancer RAS_12-61 NF1 Any amplification 1949 173 -0.15 -0.48 0.18 1544.94 1.00 4380 1901 125 48 TRUE 0.43
bladder cancer RAS_12-61 NF1 Any amplification 130 60 -0.68 -1.64 0.18 1566.08 1.00 1171 127 57 3 TRUE 0.80
colorectal cancer RAS_12-61 FLT1 Any amplification 1758 903 0.11 -0.05 0.26 1173.84 1.00 1822 1349 494 409 FALSE 0.79
pancreatic cancer RAS_12-61 FLT1 Any amplification 1586 53 -1.51 -2.04 -0.97 1405.55 1.00 481 1564 31 22 FALSE 7.34
bladder cancer RAS_12-61 FLT1 Any amplification 130 54 -1.76 -3.72 -0.30 1422.13 1.00 1172 129 53 1 FALSE 1.37
non-small cell lung cancer RAS_12-61 RPTOR Any amplification 1396 91 0.24 -0.20 0.66 1233.59 1.00 3273 1364 59 32 FALSE 0.54
colorectal cancer RAS_12-61 IDH1 Any amplification 1767 66 -0.55 -1.07 -0.10 1312.17 1.00 2280 1747 46 20 TRUE 1.54
non-small cell lung cancer RAS_12-61 IDH1 Any amplification 1975 75 -0.24 -0.76 0.24 1495.12 1.00 4491 1955 55 20 TRUE 0.46
ovarian cancer RAS_12-61 IDH1 Any amplification 188 62 -0.46 -1.42 0.34 1512.68 1.00 1378 183 57 5 TRUE 0.53
non-small cell lung cancer RAS_12-61 EPHA5 Any amplification 1681 58 -0.87 -1.63 -0.22 1310.71 1.00 3939 1672 49 9 FALSE 1.81
colorectal cancer RAS_12-61 GNAS Any amplification 1767 982 -0.35 -0.49 -0.20 1418.07 1.00 1704 1407 622 360 TRUE 5.76
cancer of unknown primary RAS_12-61 GNAS Any amplification 307 109 -0.53 -1.05 -0.01 1514.11 1.00 1018 291 93 16 TRUE 1.35
non-small cell lung cancer RAS_12-61 GNAS Any amplification 1975 306 -0.59 -0.89 -0.32 1395.11 1.00 4301 1914 245 61 TRUE 4.40
pancreatic cancer RAS_12-61 GNAS Any amplification 1591 88 -0.92 -1.35 -0.50 1452.11 1.00 474 1542 39 49 TRUE 4.71
melanoma RAS_12-61 GNAS Any amplification 423 104 0.32 -0.09 0.73 1323.55 1.00 1086 387 68 36 TRUE 0.89
uterine cancer RAS_12-61 GNAS Any amplification 318 101 -0.80 -1.50 -0.17 1375.26 1.00 1433 309 92 9 TRUE 1.75
ovarian cancer RAS_12-61 GNAS Any amplification 188 250 -0.81 -1.36 -0.33 1439.68 1.00 1200 173 235 15 TRUE 2.54
bladder cancer RAS_12-61 GNAS Any amplification 130 84 -0.29 -1.09 0.42 1464.29 1.00 1151 123 77 7 TRUE 0.34
colorectal cancer RAS_12-61 SF3B1 Any amplification 1759 74 -0.35 -0.83 0.10 1466.12 1.00 2269 1733 48 26 TRUE 0.82
non-small cell lung cancer RAS_12-61 SF3B1 Any amplification 1949 91 -0.02 -0.46 0.41 1446.70 1.00 4442 1921 63 28 TRUE 0.04
ovarian cancer RAS_12-61 SF3B1 Any amplification 188 82 -0.52 -1.36 0.19 1649.64 1.00 1359 182 76 6 TRUE 0.72
bladder cancer RAS_12-61 MLH1 Any amplification 130 62 -2.30 -4.96 -0.48 1507.10 1.00 1167 129 61 1 TRUE 1.29
non-small cell lung cancer RAS_12-61 ROS1 Any amplification 1949 63 -1.71 -2.70 -0.84 1436.14 1.00 4447 1944 58 5 TRUE 3.40
colorectal cancer RAS_12-61 FLT3 Any amplification 1767 922 0.08 -0.07 0.22 1619.89 1.00 1817 1354 509 413 TRUE 0.53
pancreatic cancer RAS_12-61 FLT3 Any amplification 1591 52 -1.55 -2.11 -0.99 1527.09 1.00 482 1570 31 21 TRUE 7.30
non-small cell lung cancer RAS_12-61 MSH2 Any amplification 1949 129 -0.33 -0.74 0.06 1549.48 1.00 4407 1918 98 31 TRUE 1.01
uterine cancer RAS_12-61 MSH2 Any amplification 318 70 0.05 -0.55 0.65 1533.75 1.00 1471 304 56 14 TRUE 0.07
ovarian cancer RAS_12-61 MSH2 Any amplification 188 113 -0.92 -1.78 -0.17 1514.32 1.00 1327 183 108 5 TRUE 1.56
colorectal cancer RAS_12-61 DIS3 Any amplification 1758 762 0.09 -0.06 0.24 1500.63 1.00 1896 1416 420 342 FALSE 0.56
non-small cell lung cancer RAS_12-61 DIS3 Any amplification 1948 82 -0.22 -0.74 0.25 1614.66 1.00 4438 1926 60 22 FALSE 0.43
pancreatic cancer RAS_12-61 DIS3 Any amplification 1586 53 -1.33 -1.89 -0.79 1474.30 1.00 483 1562 29 24 FALSE 5.49
ovarian cancer RAS_12-61 DIS3 Any amplification 188 53 -0.93 -2.15 0.05 1347.52 1.00 1385 185 50 3 FALSE 0.98
bladder cancer RAS_12-61 DIS3 Any amplification 130 55 -2.28 -4.53 -0.63 1502.88 1.00 1170 130 55 0 FALSE 1.57
colorectal cancer RAS_12-61 AXL Any amplification 1759 98 0.00 -0.39 0.38 1521.72 1.00 2262 1716 55 43 FALSE 0.01
cancer of unknown primary RAS_12-61 AXL Any amplification 307 68 0.56 0.06 1.05 1466.52 1.00 1066 284 45 23 FALSE 1.49
non-small cell lung cancer RAS_12-61 AXL Any amplification 1949 165 -0.49 -0.86 -0.14 1522.50 1.00 4375 1914 130 35 FALSE 2.01
pancreatic cancer RAS_12-61 AXL Any amplification 1591 65 -0.24 -0.72 0.27 1531.49 1.00 494 1545 19 46 FALSE 0.48
uterine cancer RAS_12-61 AXL Any amplification 318 56 -0.85 -1.78 -0.04 1620.92 1.00 1475 314 52 4 FALSE 1.30
ovarian cancer RAS_12-61 AXL Any amplification 188 82 -0.52 -1.31 0.22 1508.72 1.00 1359 182 76 6 FALSE 0.77
bladder cancer RAS_12-61 AXL Any amplification 130 54 -0.34 -1.23 0.51 1268.30 1.00 1178 126 50 4 FALSE 0.34
non-small cell lung cancer RAS_12-61 DAXX Any amplification 1396 78 -0.18 -0.72 0.28 1588.49 1.00 3274 1376 58 20 TRUE 0.32
melanoma RAS_12-61 DAXX Any amplification 361 100 0.65 0.22 1.06 1301.56 1.00 936 321 60 40 TRUE 2.63
colorectal cancer RAS_12-61 EGFR Any amplification 1767 540 -0.55 -0.75 -0.36 1603.16 1.00 1958 1595 368 172 TRUE 7.30
cancer of unknown primary RAS_12-61 EGFR Any amplification 308 143 -0.65 -1.13 -0.19 1476.30 1.00 987 289 124 19 TRUE 2.17
non-small cell lung cancer RAS_12-61 EGFR Any amplification 1975 848 -1.08 -1.28 -0.88 1530.81 1.00 3817 1856 729 119 TRUE 24.70
pancreatic cancer RAS_12-61 EGFR Any amplification 1591 81 -1.01 -1.44 -0.58 1596.70 1.00 475 1548 38 43 TRUE 5.51
melanoma RAS_12-61 EGFR Any amplification 423 101 -0.10 -0.58 0.35 1332.71 1.00 1079 397 75 26 TRUE 0.18
ovarian cancer RAS_12-61 EGFR Any amplification 188 56 0.30 -0.41 0.98 1357.90 1.00 1389 178 46 10 TRUE 0.40
hepatobiliary cancer RAS_12-61 EGFR Any amplification 135 51 -0.07 -0.92 0.65 1206.45 1.00 897 128 44 7 TRUE 0.06
bladder cancer RAS_12-61 EGFR Any amplification 130 75 -0.49 -1.36 0.25 1227.97 1.00 1158 125 70 5 TRUE 0.62
colorectal cancer RAS_12-61 ARID1B Any amplification 1737 55 0.18 -0.36 0.67 1503.60 1.00 2262 1711 29 26 TRUE 0.30
non-small cell lung cancer RAS_12-61 ERG Any amplification 1800 104 -0.69 -1.21 -0.24 1472.13 1.00 4057 1781 85 19 FALSE 2.24
ovarian cancer RAS_12-61 ERG Any amplification 161 56 -0.44 -1.37 0.40 1598.36 1.00 1191 156 51 5 FALSE 0.47
cancer of unknown primary RAS_12-61 NKX2-1 Any amplification 308 60 0.14 -0.41 0.66 1524.77 1.00 1064 293 45 15 TRUE 0.21
non-small cell lung cancer RAS_12-61 NKX2-1 Any amplification 1948 790 0.02 -0.14 0.19 1416.31 1.00 3948 1708 550 240 TRUE 0.10
thyroid cancer RAS_12-61 NKX2-1 Any amplification 169 63 0.39 -0.13 0.88 1536.20 1.00 633 151 45 18 TRUE 0.84
colorectal cancer RAS_12-61 WT1 Any amplification 1758 61 0.00 -0.46 0.46 1559.41 1.00 2282 1731 34 27 TRUE 0.01
non-small cell lung cancer RAS_12-61 WT1 Any amplification 1948 84 -0.61 -1.12 -0.10 1412.24 1.00 4430 1932 68 16 TRUE 1.72
ovarian cancer RAS_12-61 WT1 Any amplification 188 124 -0.14 -0.75 0.41 1471.55 1.00 1324 175 111 13 TRUE 0.20
colorectal cancer RAS_12-61 MET Any amplification 1767 442 -0.17 -0.37 0.03 1478.89 1.00 2059 1592 267 175 TRUE 1.01
cancer of unknown primary RAS_12-61 MET Any amplification 308 108 -0.56 -1.12 -0.05 1410.56 1.00 1018 293 93 15 TRUE 1.39
non-small cell lung cancer RAS_12-61 MET Any amplification 1975 545 -0.65 -0.86 -0.44 1532.15 1.00 4105 1871 441 104 TRUE 8.49
pancreatic cancer RAS_12-61 MET Any amplification 1591 82 -1.30 -1.71 -0.85 1517.90 1.00 468 1554 45 37 TRUE 8.46
melanoma RAS_12-61 MET Any amplification 423 147 -0.08 -0.45 0.28 1605.47 1.00 1045 385 109 38 TRUE 0.16
uterine cancer RAS_12-61 MET Any amplification 318 55 0.05 -0.63 0.67 1444.32 1.00 1483 307 44 11 TRUE 0.06
ovarian cancer RAS_12-61 MET Any amplification 188 119 -0.24 -0.86 0.32 1593.85 1.00 1328 176 107 12 TRUE 0.37
hepatobiliary cancer RAS_12-61 MET Any amplification 135 56 0.25 -0.44 0.88 1527.93 1.00 895 125 46 10 TRUE 0.33
bladder cancer RAS_12-61 MET Any amplification 130 65 -0.34 -1.23 0.42 1529.11 1.00 1168 125 60 5 TRUE 0.38
colorectal cancer RAS_12-61 PMS1 Any amplification 1590 60 -0.15 -0.65 0.35 1374.46 1.00 2109 1566 36 24 TRUE 0.26
non-small cell lung cancer RAS_12-61 PMS1 Any amplification 1898 96 -0.26 -0.72 0.19 1458.69 1.00 4260 1873 71 25 TRUE 0.61
ovarian cancer RAS_12-61 PMS1 Any amplification 175 87 -0.72 -1.58 0.04 1749.61 1.00 1271 170 82 5 TRUE 1.06
non-small cell lung cancer RAS_12-61 MEN1 Any amplification 1948 79 -0.42 -1.01 0.09 1468.86 1.00 4437 1930 61 18 TRUE 0.87
colorectal cancer RAS_12-61 BRAF Any amplification 1767 357 -0.20 -0.42 0.01 1470.45 1.00 2107 1629 219 138 TRUE 1.19
cancer of unknown primary RAS_12-61 BRAF Any amplification 308 81 -0.28 -0.85 0.27 1369.91 1.00 1045 293 66 15 TRUE 0.49
non-small cell lung cancer RAS_12-61 BRAF Any amplification 1975 372 -0.53 -0.79 -0.28 1581.94 1.00 4252 1897 294 78 TRUE 4.17
pancreatic cancer RAS_12-61 BRAF Any amplification 1591 59 -1.86 -2.45 -1.32 1515.19 1.00 472 1573 41 18 TRUE 10.42
melanoma RAS_12-61 BRAF Any amplification 423 154 -0.19 -0.58 0.20 1396.40 1.00 1037 386 117 37 TRUE 0.46
uterine cancer RAS_12-61 BRAF Any amplification 318 52 -0.17 -0.93 0.48 1403.50 1.00 1484 309 43 9 TRUE 0.19
ovarian cancer RAS_12-61 BRAF Any amplification 188 156 -0.71 -1.38 -0.11 1431.55 1.00 1289 178 146 10 TRUE 1.61
bladder cancer RAS_12-61 BRAF Any amplification 130 69 -0.28 -1.14 0.50 1632.47 1.00 1165 124 63 6 TRUE 0.30
non-small cell lung cancer RAS_12-61 PDGFRB Any amplification 1949 128 -0.42 -0.82 -0.05 1467.37 1.00 4406 1920 99 29 TRUE 1.40
ovarian cancer RAS_12-61 PDGFRB Any amplification 188 51 -0.31 -1.25 0.50 1545.52 1.00 1389 183 46 5 TRUE 0.31
colorectal cancer RAS_12-61 CARD11 Any amplification 1758 512 -0.37 -0.56 -0.18 1368.00 1.00 1985 1577 331 181 FALSE 3.78
cancer of unknown primary RAS_12-61 CARD11 Any amplification 306 113 0.00 -0.44 0.43 1609.60 1.00 1021 281 88 25 FALSE 0.01
non-small cell lung cancer RAS_12-61 CARD11 Any amplification 1948 573 -0.56 -0.78 -0.36 1321.49 1.00 4042 1831 456 117 FALSE 6.62
pancreatic cancer RAS_12-61 CARD11 Any amplification 1586 95 -0.85 -1.27 -0.47 1511.30 1.00 471 1532 41 54 FALSE 4.53
melanoma RAS_12-61 CARD11 Any amplification 423 126 0.11 -0.29 0.48 1487.11 1.00 1057 386 89 37 FALSE 0.23
ovarian cancer RAS_12-61 CARD11 Any amplification 188 58 0.29 -0.47 0.94 1319.96 1.00 1387 178 48 10 FALSE 0.38
bladder cancer RAS_12-61 CARD11 Any amplification 130 68 -0.19 -1.00 0.56 1496.79 1.00 1163 124 62 6 FALSE 0.20
cancer of unknown primary RAS_12-61 DNMT3A Any amplification 308 51 -0.20 -0.81 0.39 1489.02 1.00 1068 298 41 10 TRUE 0.29
non-small cell lung cancer RAS_12-61 DNMT3A Any amplification 1948 124 -0.41 -0.80 -0.04 1404.01 1.00 4402 1920 96 28 TRUE 1.38
uterine cancer RAS_12-61 DNMT3A Any amplification 318 75 0.09 -0.44 0.65 1500.13 1.00 1467 302 59 16 TRUE 0.13
ovarian cancer RAS_12-61 DNMT3A Any amplification 188 91 -0.76 -1.56 -0.07 1434.83 1.00 1348 184 87 4 TRUE 1.36
cancer of unknown primary RAS_12-61 MSH6 Any amplification 307 51 -0.41 -1.10 0.22 1560.34 1.00 1068 299 43 8 TRUE 0.64
non-small cell lung cancer RAS_12-61 MSH6 Any amplification 1949 128 -0.30 -0.69 0.07 1473.64 1.00 4409 1917 96 32 TRUE 0.92
uterine cancer RAS_12-61 MSH6 Any amplification 318 64 0.02 -0.60 0.60 1324.24 1.00 1476 305 51 13 TRUE 0.02
ovarian cancer RAS_12-61 MSH6 Any amplification 188 110 -0.68 -1.41 -0.06 1473.71 1.00 1331 182 104 6 TRUE 1.34
non-small cell lung cancer RAS_12-61 MAX Any amplification 1347 67 -1.38 -2.20 -0.66 1667.29 1.00 3112 1340 60 7 FALSE 3.36
colorectal cancer RAS_12-61 NFE2L2 Any amplification 1759 60 -0.38 -0.92 0.12 1505.27 1.00 2278 1738 39 21 FALSE 0.81
non-small cell lung cancer RAS_12-61 NFE2L2 Any amplification 1949 109 -0.40 -0.83 0.02 1514.21 1.00 4421 1924 84 25 FALSE 1.14
ovarian cancer RAS_12-61 NFE2L2 Any amplification 188 100 -0.35 -1.07 0.29 1415.70 1.00 1344 179 91 9 FALSE 0.51
non-small cell lung cancer RAS_12-61 SPOP Any amplification 1397 68 0.31 -0.19 0.82 647.53 1.01 3296 1372 43 25 FALSE 0.65
colorectal cancer RAS_12-61 SOX9 Any amplification 1728 200 -0.32 -0.59 -0.02 1531.87 1.00 2151 1656 128 72 FALSE 1.56
cancer of unknown primary RAS_12-61 SOX9 Any amplification 306 86 -0.38 -0.98 0.13 1401.19 1.00 1028 292 72 14 FALSE 0.72
non-small cell lung cancer RAS_12-61 SOX9 Any amplification 1938 257 0.08 -0.19 0.34 1419.75 1.00 4296 1855 174 83 FALSE 0.25
pancreatic cancer RAS_12-61 SOX9 Any amplification 1580 57 -1.35 -1.89 -0.83 1525.99 1.00 475 1556 33 24 FALSE 6.26
melanoma RAS_12-61 SOX9 Any amplification 416 81 0.55 0.10 0.99 1400.49 1.00 1066 383 48 33 FALSE 1.82
uterine cancer RAS_12-61 SOX9 Any amplification 317 51 -0.49 -1.25 0.26 1535.26 1.00 1464 311 45 6 FALSE 0.67
ovarian cancer RAS_12-61 SOX9 Any amplification 184 87 -0.74 -1.63 -0.03 1477.60 1.00 1324 179 82 5 FALSE 1.21
bladder cancer RAS_12-61 SOX9 Any amplification 130 55 -0.21 -1.07 0.58 1537.06 1.00 1173 125 50 5 FALSE 0.21
non-small cell lung cancer RAS_12-61 CBL Any amplification 1949 118 -0.61 -1.07 -0.18 1409.26 1.00 4410 1926 95 23 TRUE 2.08
colorectal cancer RAS_12-61 ETV1 Any amplification 1758 531 -0.34 -0.52 -0.15 1404.08 1.00 1976 1567 340 191 TRUE 3.42
cancer of unknown primary RAS_12-61 ETV1 Any amplification 307 118 -0.06 -0.52 0.39 1636.64 1.00 1016 282 93 25 TRUE 0.09
non-small cell lung cancer RAS_12-61 ETV1 Any amplification 1948 611 -0.61 -0.82 -0.42 1453.92 1.00 4008 1827 490 121 TRUE 8.26
pancreatic cancer RAS_12-61 ETV1 Any amplification 1585 99 -0.99 -1.35 -0.62 1252.09 1.00 466 1532 46 53 TRUE 6.46
melanoma RAS_12-61 ETV1 Any amplification 423 147 0.17 -0.22 0.52 1614.27 1.00 1042 378 102 45 TRUE 0.42
ovarian cancer RAS_12-61 ETV1 Any amplification 188 52 0.53 -0.17 1.19 1465.15 1.00 1394 177 41 11 TRUE 0.90
bladder cancer RAS_12-61 ETV1 Any amplification 130 60 -0.26 -1.15 0.51 1450.94 1.00 1170 125 55 5 TRUE 0.27
colorectal cancer RAS_12-61 JAK2 Any amplification 1767 112 0.22 -0.13 0.58 1490.78 1.00 2269 1712 57 55 TRUE 0.68
non-small cell lung cancer RAS_12-61 JAK2 Any amplification 1975 115 0.02 -0.38 0.40 1459.93 1.00 4467 1939 79 36 TRUE 0.03
ovarian cancer RAS_12-61 JAK2 Any amplification 188 76 -0.54 -1.39 0.21 1363.64 1.00 1364 183 71 5 TRUE 0.72
colorectal cancer RAS_12-61 DNMT3B Any amplification 959 86 -1.73 -2.38 -1.11 1403.63 1.00 1203 948 75 11 FALSE 6.91
colorectal cancer RAS_12-61 FGFR1 Any amplification 1767 270 -0.39 -0.64 -0.15 1565.00 1.00 2149 1674 177 93 TRUE 2.57
cancer of unknown primary RAS_12-61 FGFR1 Any amplification 308 87 -0.75 -1.44 -0.14 1470.87 1.00 1034 298 77 10 TRUE 1.72
non-small cell lung cancer RAS_12-61 FGFR1 Any amplification 1975 302 -0.76 -1.04 -0.46 1270.79 1.00 4296 1923 250 52 TRUE 6.36
pancreatic cancer RAS_12-61 FGFR1 Any amplification 1591 60 -0.19 -0.68 0.33 1529.92 1.00 497 1547 16 44 TRUE 0.33
uterine cancer RAS_12-61 FGFR1 Any amplification 318 102 -0.66 -1.28 -0.06 1549.91 1.00 1435 308 92 10 TRUE 1.48
ovarian cancer RAS_12-61 FGFR1 Any amplification 188 130 -0.08 -0.64 0.43 1435.53 1.00 1320 173 115 15 TRUE 0.12
bladder cancer RAS_12-61 FGFR1 Any amplification 130 52 -0.19 -1.12 0.58 1430.53 1.00 1181 125 47 5 TRUE 0.18
melanoma RAS_12-61 MITF Any amplification 423 156 0.36 0.02 0.70 1319.76 1.00 1043 370 103 53 FALSE 1.40
non-small cell lung cancer RAS_12-61 SH2B3 Any amplification 1864 56 0.29 -0.26 0.82 1483.11 1.00 4171 1843 35 21 FALSE 0.55
colorectal cancer RAS_12-61 GLI1 Any amplification 1643 62 0.47 0.00 0.96 1408.47 1.00 2128 1608 27 35 FALSE 1.28
cancer of unknown primary RAS_12-61 GLI1 Any amplification 300 67 0.75 0.24 1.22 1244.76 1.00 1021 275 42 25 FALSE 2.44
non-small cell lung cancer RAS_12-61 GLI1 Any amplification 1854 176 -0.32 -0.65 0.01 1422.72 1.00 4045 1811 133 43 FALSE 1.17
pancreatic cancer RAS_12-61 GLI1 Any amplification 1564 61 -0.93 -1.42 -0.40 1490.04 1.00 458 1531 28 33 FALSE 3.49
ovarian cancer RAS_12-61 GLI1 Any amplification 172 66 0.48 -0.16 1.12 1531.70 1.00 1271 160 54 12 FALSE 0.84
uterine cancer RAS_12-61 TCF7L2 Any amplification 299 76 0.30 -0.25 0.78 1547.13 1.00 1321 282 59 17 FALSE 0.60
ovarian cancer RAS_12-61 TCF7L2 Any amplification 163 51 0.32 -0.38 0.93 1390.30 1.00 1229 155 43 8 FALSE 0.47
colorectal cancer RAS_12-61 NCOA3 Any amplification 874 69 -1.60 -2.33 -0.95 1333.03 1.00 1095 864 59 10 TRUE 5.35
non-small cell lung cancer RAS_12-61 SLX4 Any amplification 826 90 -0.86 -1.44 -0.32 991.56 1.00 1786 811 75 15 FALSE 2.54
cancer of unknown primary KRAS_12-61 ATR Any amplification 216 52 -0.79 -1.65 -0.01 1384.10 1.00 876 210 46 6 FALSE 1.24
non-small cell lung cancer KRAS_12-61 ATR Any amplification 1359 100 -1.04 -1.59 -0.53 1509.30 1.00 3290 1346 87 13 FALSE 3.83
ovarian cancer KRAS_12-61 ATR Any amplification 96 65 -1.15 -2.33 -0.20 1603.28 1.00 887 94 63 2 FALSE 1.48
non-small cell lung cancer KRAS_12-61 PDGFRA Any amplification 1916 133 -0.89 -1.41 -0.44 1422.40 1.00 4492 1896 113 20 TRUE 3.44
non-small cell lung cancer KRAS_12-61 FBXW7 Any amplification 1916 77 -0.97 -1.61 -0.38 1359.62 1.00 4539 1905 66 11 TRUE 2.58
non-small cell lung cancer KRAS_12-61 MAP3K1 Any amplification 1891 149 -0.16 -0.55 0.20 862.21 1.00 4445 1852 110 39 FALSE 0.40
non-small cell lung cancer KRAS_12-61 NSD1 Any amplification 1359 85 -0.51 -1.08 0.02 1496.30 1.00 3301 1342 68 17 FALSE 1.19
non-small cell lung cancer KRAS_12-61 FLT4 Any amplification 1891 187 -0.41 -0.74 -0.08 1522.73 1.00 4409 1850 146 41 TRUE 1.79
ovarian cancer KRAS_12-61 FLT4 Any amplification 160 64 -0.55 -1.53 0.30 1464.65 1.00 1403 156 60 4 TRUE 0.61
colorectal cancer KRAS_12-61 PTPRD Any amplification 1248 56 0.06 -0.41 0.54 1397.46 1.00 1897 1225 33 23 FALSE 0.10
non-small cell lung cancer KRAS_12-61 PTPRD Any amplification 1480 55 -0.08 -0.62 0.44 1461.14 1.00 3611 1465 40 15 FALSE 0.12
non-small cell lung cancer KRAS_12-61 RET Any amplification 1916 83 0.20 -0.27 0.63 1238.85 1.00 4550 1888 55 28 TRUE 0.43
uterine cancer KRAS_12-61 RET Any amplification 280 76 0.42 -0.14 0.93 1586.88 1.00 1505 264 60 16 TRUE 0.92
ovarian cancer KRAS_12-61 RET Any amplification 160 51 0.59 -0.12 1.21 1477.99 1.00 1421 151 42 9 TRUE 1.06
colorectal cancer KRAS_12-61 KDM5A Any amplification 1284 122 0.39 0.03 0.75 1255.78 1.00 1916 1224 62 60 FALSE 1.46
cancer of unknown primary KRAS_12-61 KDM5A Any amplification 216 56 0.40 -0.21 1.00 1380.15 1.00 879 201 41 15 FALSE 0.72
non-small cell lung cancer KRAS_12-61 KDM5A Any amplification 1359 136 0.02 -0.35 0.35 1452.87 1.00 3273 1319 96 40 FALSE 0.03
pancreatic cancer KRAS_12-61 KDM5A Any amplification 1387 66 -0.29 -0.76 0.21 1583.02 1.00 419 1341 20 46 FALSE 0.60
ovarian cancer KRAS_12-61 KDM5A Any amplification 96 101 -0.46 -1.25 0.28 1623.05 1.00 855 90 95 6 FALSE 0.61
non-small cell lung cancer KRAS_12-61 TSHR Any amplification 1359 53 -2.07 -3.58 -0.98 877.02 1.00 3319 1356 50 3 TRUE 2.88
colorectal cancer KRAS_12-61 CREBBP Any amplification 1590 97 -0.04 -0.45 0.39 1493.60 1.00 2428 1551 58 39 TRUE 0.06
non-small cell lung cancer KRAS_12-61 CREBBP Any amplification 1891 205 -0.67 -1.04 -0.32 1315.38 1.00 4393 1856 170 35 TRUE 3.63
colorectal cancer KRAS_12-61 BRIP1 Any amplification 1589 92 -0.56 -1.02 -0.11 1660.69 1.00 2418 1564 67 25 TRUE 1.78
cancer of unknown primary KRAS_12-61 BRIP1 Any amplification 277 71 -0.44 -1.12 0.17 1251.10 1.00 1077 267 61 10 TRUE 0.76
non-small cell lung cancer KRAS_12-61 BRIP1 Any amplification 1891 240 0.00 -0.28 0.26 1527.74 1.00 4386 1820 169 71 TRUE 0.01
pancreatic cancer KRAS_12-61 BRIP1 Any amplification 1573 58 -1.47 -1.99 -0.94 1328.39 1.00 490 1550 35 23 TRUE 7.16
ovarian cancer KRAS_12-61 BRIP1 Any amplification 160 62 -0.21 -0.99 0.54 1395.10 1.00 1407 154 56 6 TRUE 0.22
colorectal cancer KRAS_12-61 AXIN2 Any amplification 1136 94 0.15 -0.27 0.56 1333.67 1.00 1732 1097 55 39 TRUE 0.35
non-small cell lung cancer KRAS_12-61 AXIN2 Any amplification 1310 87 0.21 -0.21 0.63 1389.37 1.00 3144 1280 57 30 TRUE 0.47
colorectal cancer KRAS_12-61 SMARCA4 Any amplification 1590 81 -0.06 -0.51 0.41 1516.58 1.00 2437 1558 49 32 FALSE 0.09
uterine cancer KRAS_12-61 SMARCA4 Any amplification 280 74 -1.14 -2.12 -0.27 1588.48 1.00 1493 276 70 4 FALSE 1.79
ovarian cancer KRAS_12-61 SMARCA4 Any amplification 160 148 -1.01 -1.87 -0.30 1539.12 1.00 1321 154 142 6 FALSE 1.90
colorectal cancer KRAS_12-61 PTPRT Any amplification 925 71 -2.50 -3.70 -1.61 654.13 1.00 1355 921 67 4 FALSE 5.13
colorectal cancer KRAS_12-61 BLM Any amplification 1589 60 -0.54 -1.11 0.00 1453.69 1.00 2442 1572 43 17 TRUE 1.24
non-small cell lung cancer KRAS_12-61 BLM Any amplification 1891 97 -0.29 -0.73 0.15 1462.27 1.00 4482 1867 73 24 TRUE 0.69
ovarian cancer KRAS_12-61 BLM Any amplification 160 79 -1.24 -2.47 -0.28 1200.78 1.00 1386 158 77 2 TRUE 1.54
colorectal cancer KRAS_12-61 PIK3CA Any amplification 1598 72 0.32 -0.14 0.75 1701.14 1.00 2458 1563 37 35 TRUE 0.78
cancer of unknown primary KRAS_12-61 PIK3CA Any amplification 278 129 -0.54 -1.08 -0.06 1389.33 1.00 1029 261 112 17 TRUE 1.41
non-small cell lung cancer KRAS_12-61 PIK3CA Any amplification 1916 434 -1.58 -1.94 -1.25 1537.99 1.00 4207 1880 398 36 TRUE 18.42
pancreatic cancer KRAS_12-61 PIK3CA Any amplification 1578 55 0.27 -0.30 0.94 1491.98 1.00 516 1533 10 45 TRUE 0.41
uterine cancer KRAS_12-61 PIK3CA Any amplification 280 115 -0.81 -1.52 -0.20 1502.84 1.00 1459 271 106 9 TRUE 1.79
ovarian cancer KRAS_12-61 PIK3CA Any amplification 160 347 -1.28 -1.88 -0.75 1478.12 1.00 1128 148 335 12 TRUE 4.86
non-small cell lung cancer KRAS_12-61 GATA3 Any amplification 1891 65 0.41 -0.08 0.90 1348.38 1.00 4516 1865 39 26 FALSE 1.02
uterine cancer KRAS_12-61 GATA3 Any amplification 280 75 0.33 -0.25 0.90 1535.96 1.00 1502 265 60 15 FALSE 0.59
ovarian cancer KRAS_12-61 GATA3 Any amplification 160 76 0.09 -0.66 0.73 1332.48 1.00 1395 152 68 8 FALSE 0.10
colorectal cancer KRAS_12-61 ESR1 Any amplification 1590 57 -0.22 -0.77 0.30 1477.02 1.00 2449 1570 37 20 TRUE 0.37
uterine cancer KRAS_12-61 ESR1 Any amplification 280 63 0.08 -0.62 0.72 1483.44 1.00 1513 269 52 11 TRUE 0.09
ovarian cancer KRAS_12-61 ESR1 Any amplification 160 64 -0.46 -1.42 0.38 1531.87 1.00 1403 156 60 4 TRUE 0.50
cancer of unknown primary KRAS_12-61 ALK Any amplification 278 53 -0.04 -0.67 0.56 1514.72 1.00 1099 267 42 11 TRUE 0.05
non-small cell lung cancer KRAS_12-61 ALK Any amplification 1916 134 -0.42 -0.85 -0.04 1547.83 1.00 4500 1887 105 29 TRUE 1.46
uterine cancer KRAS_12-61 ALK Any amplification 280 71 0.00 -0.62 0.61 1750.22 1.00 1506 268 59 12 TRUE 0.00
ovarian cancer KRAS_12-61 ALK Any amplification 160 108 -0.53 -1.29 0.09 1416.71 1.00 1361 154 102 6 TRUE 0.88
colorectal cancer KRAS_12-61 RNF43 Any amplification 1285 101 0.07 -0.33 0.46 1428.31 1.00 1918 1245 61 40 TRUE 0.14
non-small cell lung cancer KRAS_12-61 RNF43 Any amplification 1359 73 0.37 -0.06 0.81 1468.42 1.00 3332 1331 45 28 TRUE 1.01
non-small cell lung cancer KRAS_12-61 U2AF1 Any amplification 1882 95 -0.62 -1.13 -0.14 1483.58 1.00 4457 1864 77 18 FALSE 1.81
ovarian cancer KRAS_12-61 U2AF1 Any amplification 157 64 -0.90 -2.11 0.07 1675.72 1.00 1372 154 61 3 FALSE 0.96
colorectal cancer KRAS_12-61 LATS2 Any amplification 925 61 0.41 -0.12 0.88 1190.54 1.00 1391 895 31 30 FALSE 0.93
uterine cancer KRAS_12-61 PTEN Any amplification 280 70 0.50 -0.07 1.07 1402.00 1.00 1511 264 54 16 TRUE 1.16
non-small cell lung cancer KRAS_12-61 ARID1A Any amplification 1891 52 -1.70 -2.87 -0.75 1405.64 1.00 4515 1887 48 4 TRUE 2.73
non-small cell lung cancer KRAS_12-61 PIK3R1 Any amplification 1891 121 -0.12 -0.57 0.27 104.91 1.03 4474 1859 89 32 TRUE 0.22
colorectal cancer KRAS_12-61 IKZF1 Any amplification 1589 459 -0.42 -0.63 -0.22 1579.10 1.00 2166 1449 319 140 TRUE 4.28
cancer of unknown primary KRAS_12-61 IKZF1 Any amplification 277 106 -0.34 -0.88 0.18 1449.28 1.00 1050 260 89 17 TRUE 0.68
non-small cell lung cancer KRAS_12-61 IKZF1 Any amplification 1891 553 -0.75 -0.98 -0.53 1434.70 1.00 4097 1796 458 95 TRUE 10.27
pancreatic cancer KRAS_12-61 IKZF1 Any amplification 1573 76 -1.12 -1.54 -0.66 1548.54 1.00 487 1535 38 38 TRUE 6.52
colorectal cancer KRAS_12-61 TERT Any amplification 1487 175 -0.25 -0.56 0.06 1541.29 1.00 2224 1427 115 60 TRUE 0.94
cancer of unknown primary KRAS_12-61 TERT Any amplification 270 138 -0.96 -1.53 -0.44 1423.02 1.00 971 257 125 13 TRUE 3.14
non-small cell lung cancer KRAS_12-61 TERT Any amplification 1859 925 -0.45 -0.61 -0.28 1376.97 1.00 3735 1654 720 205 TRUE 7.00
pancreatic cancer KRAS_12-61 TERT Any amplification 1529 78 -1.20 -1.61 -0.75 1414.87 1.00 460 1491 40 38 TRUE 7.31
uterine cancer KRAS_12-61 TERT Any amplification 277 79 -1.25 -2.16 -0.44 1354.78 1.00 1449 273 75 4 TRUE 2.27
ovarian cancer KRAS_12-61 TERT Any amplification 153 154 -1.43 -2.29 -0.62 1400.27 1.00 1232 149 150 4 TRUE 3.07
non-small cell lung cancer KRAS_12-61 FGFR4 Any amplification 1891 192 -0.49 -0.86 -0.16 1496.58 1.00 4411 1851 152 40 TRUE 2.19
pancreatic cancer KRAS_12-61 FGFR4 Any amplification 1578 54 -1.56 -2.15 -1.00 1299.08 1.00 493 1557 33 21 TRUE 7.00
ovarian cancer KRAS_12-61 FGFR4 Any amplification 160 56 -0.52 -1.65 0.42 1388.78 1.00 1411 156 52 4 TRUE 0.49
colorectal cancer KRAS_12-61 ABL1 Any amplification 1597 77 -0.12 -0.56 0.35 1492.55 1.00 2445 1569 49 28 TRUE 0.21
non-small cell lung cancer KRAS_12-61 ABL1 Any amplification 1916 54 -0.29 -0.87 0.24 1639.46 1.00 4556 1903 41 13 TRUE 0.51
non-small cell lung cancer KRAS_12-61 NOTCH2 Any amplification 1891 89 -1.09 -1.73 -0.53 1323.90 1.00 4485 1880 78 11 TRUE 3.43
ovarian cancer KRAS_12-61 NOTCH2 Any amplification 160 69 -0.32 -1.29 0.50 1507.17 1.00 1400 154 63 6 TRUE 0.33
colorectal cancer KRAS_12-61 DDR2 Any amplification 1590 133 0.39 0.06 0.72 1511.57 1.00 2418 1525 68 65 TRUE 1.68
cancer of unknown primary KRAS_12-61 DDR2 Any amplification 278 118 0.00 -0.48 0.45 1491.45 1.00 1045 255 95 23 TRUE 0.00
non-small cell lung cancer KRAS_12-61 DDR2 Any amplification 1891 574 0.56 0.39 0.72 1570.76 1.00 4223 1657 340 234 TRUE 9.68
pancreatic cancer KRAS_12-61 DDR2 Any amplification 1578 78 -0.15 -0.60 0.32 1447.92 1.00 504 1522 22 56 TRUE 0.28
uterine cancer KRAS_12-61 DDR2 Any amplification 280 179 0.25 -0.17 0.61 1557.93 1.00 1417 247 146 33 TRUE 0.68
ovarian cancer KRAS_12-61 DDR2 Any amplification 160 137 0.55 0.03 1.03 1467.19 1.00 1348 138 115 22 TRUE 1.58
hepatobiliary cancer KRAS_12-61 DDR2 Any amplification 111 83 -0.07 -0.74 0.59 1500.67 1.00 890 103 75 8 TRUE 0.08
colorectal cancer KRAS_12-61 SMO Any amplification 1598 337 -0.17 -0.41 0.05 1515.61 1.00 2278 1478 217 120 TRUE 0.83
cancer of unknown primary KRAS_12-61 SMO Any amplification 278 67 -0.22 -0.90 0.37 1380.82 1.00 1085 266 55 12 TRUE 0.31
non-small cell lung cancer KRAS_12-61 SMO Any amplification 1916 339 -0.52 -0.82 -0.25 1443.86 1.00 4335 1847 270 69 TRUE 3.60
pancreatic cancer KRAS_12-61 SMO Any amplification 1578 52 -1.93 -2.54 -1.37 1384.78 1.00 489 1563 37 15 TRUE 9.93
ovarian cancer KRAS_12-61 SMO Any amplification 160 111 -0.46 -1.20 0.20 1616.18 1.00 1360 152 103 8 TRUE 0.70
non-small cell lung cancer KRAS_12-61 KMT2A Any amplification 1891 116 -0.56 -1.01 -0.08 599.06 1.01 4462 1868 93 23 FALSE 1.77
colorectal cancer KRAS_12-61 JAK3 Any amplification 1598 73 -0.05 -0.55 0.43 1348.52 1.00 2451 1569 44 29 TRUE 0.08
non-small cell lung cancer KRAS_12-61 JAK3 Any amplification 1916 72 -0.90 -1.58 -0.32 1454.13 1.00 4544 1905 61 11 TRUE 2.30
uterine cancer KRAS_12-61 JAK3 Any amplification 280 59 -1.44 -2.75 -0.45 1496.52 1.00 1508 278 57 2 TRUE 1.87
ovarian cancer KRAS_12-61 JAK3 Any amplification 160 177 -0.81 -1.54 -0.18 1369.68 1.00 1295 151 168 9 TRUE 1.78
non-small cell lung cancer KRAS_12-61 STAG2 Any amplification 1891 79 -0.44 -0.98 0.09 905.96 1.00 4493 1874 62 17 TRUE 1.05
colorectal cancer KRAS_12-61 BRCA2 Any amplification 1590 809 -0.02 -0.18 0.14 1426.21 1.00 1990 1277 496 313 TRUE 0.10
pancreatic cancer KRAS_12-61 BRCA2 Any amplification 1578 58 -1.33 -1.84 -0.83 1521.23 1.00 494 1552 32 26 TRUE 6.74
ovarian cancer KRAS_12-61 NOTCH3 Any amplification 96 73 -2.35 -4.90 -0.77 398.26 1.01 878 95 72 1 TRUE 1.60
non-small cell lung cancer KRAS_12-61 FGFR3 Any amplification 1916 112 -0.18 -0.60 0.20 1381.81 1.00 4523 1886 82 30 TRUE 0.42
pancreatic cancer KRAS_12-61 FGFR3 Any amplification 1578 58 -1.17 -1.67 -0.66 1507.63 1.00 496 1550 30 28 TRUE 5.23
uterine cancer KRAS_12-61 FGFR3 Any amplification 280 63 -0.81 -1.73 0.00 1616.61 1.00 1507 275 58 5 TRUE 1.15
ovarian cancer KRAS_12-61 FGFR3 Any amplification 160 91 -0.98 -2.03 -0.09 1420.49 1.00 1376 156 87 4 TRUE 1.38
non-small cell lung cancer KRAS_12-61 IGF1R Any amplification 1891 99 -0.44 -0.91 0.03 1549.56 1.00 4486 1869 77 22 TRUE 1.18
ovarian cancer KRAS_12-61 IGF1R Any amplification 160 65 -1.21 -2.64 -0.10 1485.97 1.00 1400 158 63 2 TRUE 1.18
colorectal cancer KRAS_12-61 KEAP1 Any amplification 1530 62 -0.12 -0.66 0.37 1359.61 1.00 2342 1506 38 24 FALSE 0.19
uterine cancer KRAS_12-61 KEAP1 Any amplification 253 52 -1.93 -3.66 -0.70 1663.64 1.00 1387 252 51 1 FALSE 1.95
ovarian cancer KRAS_12-61 KEAP1 Any amplification 135 116 -1.81 -3.18 -0.74 1701.28 1.00 1154 133 114 2 FALSE 2.41
colorectal cancer KRAS_12-61 CDKN2A Any amplification 1598 121 0.05 -0.33 0.41 1460.98 1.00 2423 1549 72 49 TRUE 0.10
non-small cell lung cancer KRAS_12-61 CDKN2A Any amplification 1916 62 0.07 -0.45 0.57 1436.17 1.00 4563 1896 42 20 TRUE 0.09
ovarian cancer KRAS_12-61 CDKN2A Any amplification 160 101 -0.93 -1.90 -0.11 1553.45 1.00 1366 156 97 4 TRUE 1.35
colorectal cancer KRAS_12-61 IRS2 Any amplification 1022 66 -0.07 -0.59 0.42 1266.32 1.00 1513 997 41 25 FALSE 0.11
colorectal cancer KRAS_12-61 FANCA Any amplification 1590 116 -0.01 -0.38 0.34 1456.93 1.00 2416 1544 70 46 TRUE 0.02
non-small cell lung cancer KRAS_12-61 FANCA Any amplification 1891 81 -1.00 -1.70 -0.42 1448.32 1.00 4492 1881 71 10 TRUE 2.64
colorectal cancer KRAS_12-61 IL7R Any amplification 1284 84 -0.26 -0.68 0.16 1232.49 1.00 1924 1254 54 30 FALSE 0.64
cancer of unknown primary KRAS_12-61 IL7R Any amplification 216 64 -0.95 -1.76 -0.20 1408.92 1.00 860 211 59 5 FALSE 1.74
non-small cell lung cancer KRAS_12-61 IL7R Any amplification 1359 300 -0.35 -0.64 -0.08 1401.57 1.00 3137 1291 232 68 FALSE 1.86
ovarian cancer KRAS_12-61 IL7R Any amplification 96 52 -1.12 -2.35 -0.08 1485.81 1.00 899 95 51 1 FALSE 1.21
colorectal cancer KRAS_12-61 ERBB3 Any amplification 1590 81 0.40 -0.02 0.84 1478.01 1.00 2445 1550 41 40 TRUE 1.17
cancer of unknown primary KRAS_12-61 ERBB3 Any amplification 278 67 0.69 0.18 1.17 1526.42 1.00 1095 256 45 22 TRUE 2.16
non-small cell lung cancer KRAS_12-61 ERBB3 Any amplification 1891 121 0.30 -0.05 0.66 1258.32 1.00 4486 1847 77 44 TRUE 0.98
pancreatic cancer KRAS_12-61 ERBB3 Any amplification 1578 70 -0.91 -1.37 -0.43 1561.25 1.00 493 1541 33 37 TRUE 3.90
uterine cancer KRAS_12-61 ERBB3 Any amplification 280 75 -0.04 -0.72 0.56 1462.14 1.00 1499 269 64 11 TRUE 0.04
ovarian cancer KRAS_12-61 ERBB3 Any amplification 160 99 0.70 0.13 1.20 1560.76 1.00 1382 142 81 18 TRUE 1.97
non-small cell lung cancer KRAS_12-61 ATM Any amplification 1916 114 -0.63 -1.12 -0.16 1252.69 1.00 4512 1895 93 21 TRUE 2.01
colorectal cancer KRAS_12-61 RB1 Any amplification 1598 741 -0.05 -0.20 0.12 1373.11 1.00 2037 1315 458 283 TRUE 0.26
pancreatic cancer KRAS_12-61 RB1 Any amplification 1578 56 -1.33 -1.85 -0.80 1465.20 1.00 495 1553 31 25 TRUE 6.10
colorectal cancer KRAS_12-61 KMT2D Any amplification 1589 76 0.60 0.16 1.05 1524.39 1.00 2450 1548 35 41 FALSE 2.05
non-small cell lung cancer KRAS_12-61 KMT2D Any amplification 1891 80 0.22 -0.25 0.64 1355.63 1.00 4502 1864 53 27 FALSE 0.44
ovarian cancer KRAS_12-61 KMT2D Any amplification 160 64 0.92 0.32 1.49 1529.53 1.00 1413 146 50 14 FALSE 2.59
colorectal cancer KRAS_12-61 TSC2 Any amplification 1590 101 0.07 -0.34 0.45 1485.45 1.00 2427 1548 59 42 TRUE 0.13
non-small cell lung cancer KRAS_12-61 TSC2 Any amplification 1891 206 -0.69 -1.05 -0.34 1424.83 1.00 4392 1856 171 35 TRUE 3.83
ovarian cancer KRAS_12-61 TSC2 Any amplification 160 65 -0.02 -0.80 0.66 1631.54 1.00 1405 153 58 7 TRUE 0.02
non-small cell lung cancer KRAS_12-61 APC Any amplification 1916 112 -0.34 -0.78 0.08 1333.00 1.00 4511 1890 86 26 TRUE 0.89
colorectal cancer KRAS_12-61 ERBB2 Any amplification 1598 224 -0.76 -1.09 -0.45 1249.81 1.00 2324 1545 171 53 TRUE 5.58
cancer of unknown primary KRAS_12-61 ERBB2 Any amplification 278 82 -0.36 -0.98 0.21 1532.02 1.00 1072 265 69 13 TRUE 0.61
non-small cell lung cancer KRAS_12-61 ERBB2 Any amplification 1916 281 -0.43 -0.72 -0.14 1305.51 1.00 4386 1854 219 62 TRUE 2.40
pancreatic cancer KRAS_12-61 ERBB2 Any amplification 1578 76 -0.89 -1.34 -0.44 1427.77 1.00 492 1536 34 42 TRUE 3.93
uterine cancer KRAS_12-61 ERBB2 Any amplification 280 120 -1.68 -2.62 -0.84 1458.36 1.00 1448 277 117 3 TRUE 3.58
ovarian cancer KRAS_12-61 ERBB2 Any amplification 160 99 0.16 -0.48 0.74 1397.64 1.00 1377 147 86 13 TRUE 0.21
colorectal cancer KRAS_12-61 CCND1 Any amplification 1590 81 -0.53 -1.00 -0.10 1382.58 1.00 2428 1567 58 23 TRUE 1.68
cancer of unknown primary KRAS_12-61 CCND1 Any amplification 278 83 -0.52 -1.08 0.05 1482.63 1.00 1069 267 72 11 TRUE 1.08
non-small cell lung cancer KRAS_12-61 CCND1 Any amplification 1891 331 -0.40 -0.67 -0.14 1522.89 1.00 4306 1817 257 74 TRUE 2.55
ovarian cancer KRAS_12-61 CCND1 Any amplification 160 89 -0.94 -1.84 -0.18 1447.79 1.00 1377 157 86 3 TRUE 1.54
hepatobiliary cancer KRAS_12-61 CCND1 Any amplification 111 56 -0.36 -1.22 0.38 1415.31 1.00 914 106 51 5 TRUE 0.42
colorectal cancer KRAS_12-61 ARID2 Any amplification 1589 72 0.67 0.25 1.12 1648.83 1.00 2454 1548 31 41 FALSE 2.53
cancer of unknown primary KRAS_12-61 ARID2 Any amplification 277 55 0.74 0.19 1.28 1594.75 1.00 1102 258 36 19 FALSE 2.12
non-small cell lung cancer KRAS_12-61 ARID2 Any amplification 1891 99 0.02 -0.39 0.45 1531.94 1.00 4485 1862 70 29 FALSE 0.04
uterine cancer KRAS_12-61 ARID2 Any amplification 280 52 0.29 -0.36 0.91 1468.39 1.00 1520 270 42 10 FALSE 0.42
ovarian cancer KRAS_12-61 ARID2 Any amplification 160 124 0.26 -0.28 0.76 1264.87 1.00 1354 145 109 15 FALSE 0.49
non-small cell lung cancer KRAS_12-61 MTOR Any amplification 1891 75 -1.55 -2.42 -0.82 1492.92 1.00 4495 1884 68 7 TRUE 3.82
ovarian cancer KRAS_12-61 MTOR Any amplification 160 63 -3.39 -8.30 -1.05 1393.39 1.00 1400 160 63 0 TRUE 1.13
colorectal cancer KRAS_12-61 RFWD2 Any amplification 1179 64 0.25 -0.20 0.73 1662.54 1.00 1835 1150 35 29 FALSE 0.53
non-small cell lung cancer KRAS_12-61 RFWD2 Any amplification 1582 297 0.46 0.23 0.70 1479.16 1.00 3688 1467 182 115 FALSE 3.90
uterine cancer KRAS_12-61 RFWD2 Any amplification 237 113 0.16 -0.35 0.64 1598.89 1.00 1231 218 94 19 FALSE 0.28
ovarian cancer KRAS_12-61 RFWD2 Any amplification 127 76 0.59 0.01 1.16 1503.26 1.00 1093 114 63 13 FALSE 1.34
colorectal cancer KRAS_12-61 NOTCH1 Any amplification 1598 95 -0.17 -0.58 0.23 1610.23 1.00 2433 1565 62 33 TRUE 0.39
non-small cell lung cancer KRAS_12-61 NOTCH1 Any amplification 1916 64 -0.42 -1.00 0.10 1455.49 1.00 4555 1902 50 14 TRUE 0.89
colorectal cancer KRAS_12-61 NTRK1 Any amplification 1590 129 0.34 0.02 0.70 1524.73 1.00 2419 1528 67 62 TRUE 1.32
cancer of unknown primary KRAS_12-61 NTRK1 Any amplification 277 123 0.30 -0.12 0.72 1330.70 1.00 1048 247 93 30 TRUE 0.77
non-small cell lung cancer KRAS_12-61 NTRK1 Any amplification 1891 607 0.59 0.42 0.77 1443.40 1.00 4207 1640 356 251 TRUE 10.66
pancreatic cancer KRAS_12-61 NTRK1 Any amplification 1578 82 -0.14 -0.56 0.33 1552.55 1.00 503 1519 23 59 TRUE 0.25
uterine cancer KRAS_12-61 NTRK1 Any amplification 280 198 0.24 -0.16 0.60 1354.21 1.00 1403 244 162 36 TRUE 0.65
ovarian cancer KRAS_12-61 NTRK1 Any amplification 160 158 0.40 -0.08 0.85 1409.62 1.00 1327 138 136 22 TRUE 1.01
hepatobiliary cancer KRAS_12-61 NTRK1 Any amplification 111 87 0.01 -0.67 0.63 1515.89 1.00 887 102 78 9 TRUE 0.01
non-small cell lung cancer KRAS_12-61 KIT Any amplification 1916 158 -0.60 -1.03 -0.20 1522.19 1.00 4477 1886 128 30 TRUE 2.26
non-small cell lung cancer KRAS_12-61 KDR Any amplification 1916 145 -0.72 -1.19 -0.31 1442.72 1.00 4485 1891 120 25 TRUE 2.86
colorectal cancer KRAS_12-61 RICTOR Any amplification 1285 89 -0.10 -0.48 0.31 1667.09 1.00 1925 1250 54 35 FALSE 0.19
cancer of unknown primary KRAS_12-61 RICTOR Any amplification 216 60 -0.76 -1.61 -0.06 1470.62 1.00 866 211 55 5 FALSE 1.35
non-small cell lung cancer KRAS_12-61 RICTOR Any amplification 1359 298 -0.31 -0.60 -0.04 1333.40 1.00 3148 1290 229 69 FALSE 1.59
non-small cell lung cancer KRAS_12-61 CSF1R Any amplification 1514 67 -0.30 -0.86 0.28 861.76 1.01 3675 1498 51 16 TRUE 0.54
colorectal cancer KRAS_12-61 PARK2 Any amplification 1569 51 0.09 -0.44 0.62 1170.58 1.00 2429 1548 30 21 FALSE 0.12
colorectal cancer KRAS_12-61 NTRK2 Any amplification 1590 66 0.12 -0.35 0.61 1102.41 1.00 2448 1562 38 28 FALSE 0.20
colorectal cancer KRAS_12-61 PTCH1 Any amplification 1590 72 0.10 -0.36 0.58 1373.75 1.00 2444 1560 42 30 TRUE 0.18
uterine cancer KRAS_12-61 FGFR2 Any amplification 280 92 0.14 -0.39 0.62 1481.75 1.00 1489 264 76 16 TRUE 0.21
ovarian cancer KRAS_12-61 FGFR2 Any amplification 160 73 0.09 -0.55 0.66 1514.86 1.00 1398 152 65 8 TRUE 0.10
colorectal cancer KRAS_12-61 HNF1A Any amplification 1572 61 0.48 0.01 0.97 1491.11 1.00 2424 1541 30 31 TRUE 1.31
non-small cell lung cancer KRAS_12-61 HNF1A Any amplification 1907 62 0.41 -0.12 0.88 1491.63 1.00 4538 1883 38 24 TRUE 0.94
ovarian cancer KRAS_12-61 HNF1A Any amplification 157 51 1.00 0.31 1.61 1537.83 1.00 1394 145 39 12 TRUE 2.53
non-small cell lung cancer KRAS_12-61 DICER1 Any amplification 1882 132 -1.30 -1.92 -0.75 879.92 1.00 4408 1868 118 14 TRUE 5.02
non-small cell lung cancer KRAS_12-61 NTRK3 Any amplification 1891 91 -0.20 -0.72 0.25 1303.21 1.00 4495 1868 68 23 FALSE 0.40
colorectal cancer KRAS_12-61 PALB2 Any amplification 1590 110 -0.01 -0.38 0.38 1428.16 1.00 2421 1545 65 45 TRUE 0.01
non-small cell lung cancer KRAS_12-61 PALB2 Any amplification 1891 186 -0.56 -0.94 -0.21 1536.79 1.00 4411 1857 152 34 TRUE 2.51
colorectal cancer KRAS_12-61 CDH1 Any amplification 1597 112 -0.04 -0.46 0.34 1443.75 1.00 2426 1553 68 44 TRUE 0.08
non-small cell lung cancer KRAS_12-61 CDH1 Any amplification 1916 109 -1.57 -2.33 -0.94 1552.64 1.00 4496 1908 101 8 TRUE 4.83
colorectal cancer KRAS_12-61 CDK12 Any amplification 1285 112 -0.73 -1.16 -0.31 1506.63 1.00 1893 1259 86 26 FALSE 3.03
non-small cell lung cancer KRAS_12-61 CDK12 Any amplification 1359 106 -0.26 -0.72 0.18 1507.95 1.00 3298 1332 79 27 FALSE 0.58
colorectal cancer KRAS_12-61 BRD4 Any amplification 1563 67 0.21 -0.29 0.70 1456.31 1.00 2408 1532 36 31 FALSE 0.39
non-small cell lung cancer KRAS_12-61 BRD4 Any amplification 1882 52 -1.07 -1.91 -0.37 1411.74 1.00 4481 1875 45 7 FALSE 2.15
uterine cancer KRAS_12-61 BRD4 Any amplification 280 70 -1.45 -2.62 -0.52 1536.33 1.00 1484 277 67 3 FALSE 2.18
ovarian cancer KRAS_12-61 BRD4 Any amplification 157 173 -2.13 -3.44 -1.09 1222.48 1.01 1262 155 171 2 FALSE 3.30
colorectal cancer KRAS_12-61 ASXL1 Any amplification 1589 1033 -0.56 -0.70 -0.41 1395.15 1.00 1757 1284 728 305 TRUE 12.42
cancer of unknown primary KRAS_12-61 ASXL1 Any amplification 277 108 -0.58 -1.17 -0.05 1507.22 1.00 1045 263 94 14 TRUE 1.35
non-small cell lung cancer KRAS_12-61 ASXL1 Any amplification 1891 238 -0.68 -1.02 -0.34 1478.11 1.00 4360 1848 195 43 TRUE 4.05
pancreatic cancer KRAS_12-61 ASXL1 Any amplification 1573 63 -1.23 -1.72 -0.75 1448.01 1.00 492 1543 33 30 TRUE 6.08
uterine cancer KRAS_12-61 ASXL1 Any amplification 280 102 -1.28 -2.13 -0.50 1410.69 1.00 1467 275 97 5 TRUE 2.67
ovarian cancer KRAS_12-61 ASXL1 Any amplification 160 224 -0.87 -1.51 -0.25 1517.52 1.00 1250 149 213 11 TRUE 2.16
non-small cell lung cancer KRAS_12-61 EP300 Any amplification 1891 89 -1.03 -1.66 -0.44 906.24 1.00 4478 1879 77 12 TRUE 2.91
colorectal cancer KRAS_12-61 ERBB4 Any amplification 1598 57 -0.59 -1.20 -0.03 1520.79 1.00 2453 1583 42 15 TRUE 1.39
non-small cell lung cancer KRAS_12-61 ERBB4 Any amplification 1916 73 -0.10 -0.60 0.42 1539.08 1.00 4553 1895 52 21 TRUE 0.15
ovarian cancer KRAS_12-61 ERBB4 Any amplification 160 83 -0.38 -1.26 0.32 1442.30 1.00 1386 154 77 6 TRUE 0.46
colorectal cancer KRAS_12-61 RECQL4 Any amplification 1382 564 -0.38 -0.57 -0.18 1424.62 1.00 1802 1205 387 177 TRUE 3.84
cancer of unknown primary KRAS_12-61 RECQL4 Any amplification 261 145 0.01 -0.40 0.41 1457.17 1.01 921 231 115 30 TRUE 0.02
non-small cell lung cancer KRAS_12-61 RECQL4 Any amplification 1700 533 0.27 0.09 0.48 1557.31 1.00 3680 1512 345 188 TRUE 2.36
pancreatic cancer KRAS_12-61 RECQL4 Any amplification 1495 96 -0.04 -0.50 0.40 1523.62 1.00 451 1422 23 73 TRUE 0.07
uterine cancer KRAS_12-61 RECQL4 Any amplification 248 119 -0.56 -1.16 0.02 1491.01 1.00 1290 237 108 11 TRUE 1.19
ovarian cancer KRAS_12-61 RECQL4 Any amplification 124 316 -0.55 -1.08 -0.07 1608.26 1.00 888 104 296 20 TRUE 1.57
hepatobiliary cancer KRAS_12-61 RECQL4 Any amplification 101 77 0.04 -0.64 0.73 1506.03 1.00 798 92 68 9 TRUE 0.04
colorectal cancer KRAS_12-61 ERCC5 Any amplification 1441 720 0.03 -0.14 0.19 1493.44 1.00 1856 1159 438 282 TRUE 0.13
non-small cell lung cancer KRAS_12-61 ERCC5 Any amplification 1842 87 -0.19 -0.70 0.27 1246.99 1.00 4323 1819 64 23 TRUE 0.37
pancreatic cancer KRAS_12-61 ERCC5 Any amplification 1516 56 -1.19 -1.71 -0.67 1164.85 1.00 464 1489 29 27 TRUE 5.04
ovarian cancer KRAS_12-61 ERCC5 Any amplification 149 70 -0.95 -2.09 0.02 1519.42 1.00 1312 146 67 3 TRUE 1.05
colorectal cancer KRAS_12-61 BRCA1 Any amplification 1590 88 -0.45 -0.87 -0.07 1484.96 1.00 2422 1566 64 24 TRUE 1.47
non-small cell lung cancer KRAS_12-61 BRCA1 Any amplification 1891 173 -0.02 -0.37 0.31 1631.66 1.00 4442 1839 121 52 TRUE 0.04
colorectal cancer KRAS_12-61 TSC1 Any amplification 1590 81 -0.09 -0.51 0.34 1485.09 1.00 2435 1560 51 30 TRUE 0.16
non-small cell lung cancer KRAS_12-61 TSC1 Any amplification 1891 56 -0.32 -0.90 0.22 1494.84 1.00 4520 1878 43 13 TRUE 0.58
non-small cell lung cancer KRAS_12-61 FLCN Any amplification 1882 53 0.01 -0.57 0.58 1374.97 1.00 4489 1866 37 16 TRUE 0.02
colorectal cancer KRAS_12-61 NF1 Any amplification 1590 101 -0.32 -0.72 0.06 1493.51 1.00 2416 1559 70 31 TRUE 0.96
non-small cell lung cancer KRAS_12-61 NF1 Any amplification 1891 173 -0.12 -0.43 0.20 1259.91 1.00 4438 1843 125 48 TRUE 0.34
colorectal cancer KRAS_12-61 FLT1 Any amplification 1589 903 -0.03 -0.18 0.12 1416.23 1.00 1930 1241 555 348 FALSE 0.14
pancreatic cancer KRAS_12-61 FLT1 Any amplification 1573 53 -1.46 -2.00 -0.94 1231.13 1.00 494 1551 31 22 FALSE 7.05
non-small cell lung cancer KRAS_12-61 RPTOR Any amplification 1359 91 0.26 -0.20 0.71 1430.36 1.00 3309 1328 60 31 FALSE 0.59
colorectal cancer KRAS_12-61 IDH1 Any amplification 1598 66 -0.61 -1.11 -0.10 1593.03 1.00 2446 1581 49 17 TRUE 1.65
non-small cell lung cancer KRAS_12-61 IDH1 Any amplification 1916 75 -0.27 -0.80 0.21 1447.12 1.00 4549 1897 56 19 TRUE 0.53
ovarian cancer KRAS_12-61 IDH1 Any amplification 160 62 -0.33 -1.24 0.46 1457.14 1.00 1406 155 57 5 TRUE 0.35
non-small cell lung cancer KRAS_12-61 EPHA5 Any amplification 1631 58 -0.84 -1.64 -0.16 1360.07 1.00 3989 1622 49 9 FALSE 1.59
colorectal cancer KRAS_12-61 GNAS Any amplification 1598 982 -0.43 -0.59 -0.27 1240.79 1.00 1822 1289 673 309 TRUE 7.33
cancer of unknown primary KRAS_12-61 GNAS Any amplification 278 109 -0.51 -1.07 0.01 1531.78 1.00 1046 263 94 15 TRUE 1.15
non-small cell lung cancer KRAS_12-61 GNAS Any amplification 1916 306 -0.62 -0.92 -0.33 1431.78 1.00 4357 1858 248 58 TRUE 4.47
pancreatic cancer KRAS_12-61 GNAS Any amplification 1578 88 -0.90 -1.33 -0.47 1476.59 1.00 487 1529 39 49 TRUE 4.41
uterine cancer KRAS_12-61 GNAS Any amplification 280 101 -1.07 -1.85 -0.32 1581.85 1.00 1468 274 95 6 TRUE 2.22
ovarian cancer KRAS_12-61 GNAS Any amplification 160 250 -0.90 -1.47 -0.35 1538.12 1.00 1225 148 238 12 TRUE 2.67
colorectal cancer KRAS_12-61 SF3B1 Any amplification 1590 74 -0.49 -1.00 0.02 1440.47 1.00 2433 1569 53 21 TRUE 1.19
non-small cell lung cancer KRAS_12-61 SF3B1 Any amplification 1891 91 -0.04 -0.49 0.42 1521.10 1.00 4499 1864 64 27 TRUE 0.06
ovarian cancer KRAS_12-61 SF3B1 Any amplification 160 82 -0.36 -1.20 0.35 1349.92 1.00 1387 154 76 6 TRUE 0.43
non-small cell lung cancer KRAS_12-61 ROS1 Any amplification 1891 63 -1.65 -2.67 -0.73 1079.91 1.00 4505 1886 58 5 TRUE 3.12
colorectal cancer KRAS_12-61 FLT3 Any amplification 1598 922 -0.05 -0.20 0.10 1387.69 1.00 1925 1246 570 352 TRUE 0.30
pancreatic cancer KRAS_12-61 FLT3 Any amplification 1578 52 -1.52 -2.06 -0.95 1212.19 1.00 495 1557 31 21 TRUE 7.13
non-small cell lung cancer KRAS_12-61 MSH2 Any amplification 1891 129 -0.34 -0.77 0.06 1539.46 1.00 4464 1861 99 30 TRUE 1.02
uterine cancer KRAS_12-61 MSH2 Any amplification 280 70 0.03 -0.60 0.60 1528.55 1.00 1507 268 58 12 TRUE 0.03
ovarian cancer KRAS_12-61 MSH2 Any amplification 160 113 -0.79 -1.63 -0.06 1575.07 1.00 1355 155 108 5 TRUE 1.28
colorectal cancer KRAS_12-61 DIS3 Any amplification 1589 762 0.01 -0.14 0.16 1586.99 1.00 2021 1291 464 298 FALSE 0.03
non-small cell lung cancer KRAS_12-61 DIS3 Any amplification 1891 82 -0.23 -0.73 0.25 1407.96 1.00 4494 1870 61 21 FALSE 0.44
pancreatic cancer KRAS_12-61 DIS3 Any amplification 1573 53 -1.27 -1.80 -0.72 1424.88 1.00 496 1549 29 24 FALSE 5.50
ovarian cancer KRAS_12-61 DIS3 Any amplification 160 53 -0.72 -1.93 0.31 1537.66 1.00 1413 157 50 3 FALSE 0.66
colorectal cancer KRAS_12-61 AXL Any amplification 1590 98 -0.04 -0.45 0.34 1624.57 1.00 2426 1552 60 38 FALSE 0.07
cancer of unknown primary KRAS_12-61 AXL Any amplification 277 68 0.49 -0.05 1.01 1529.71 1.00 1093 257 48 20 FALSE 1.14
non-small cell lung cancer KRAS_12-61 AXL Any amplification 1891 165 -0.47 -0.86 -0.09 1566.42 1.00 4432 1857 131 34 FALSE 1.89
pancreatic cancer KRAS_12-61 AXL Any amplification 1578 65 -0.20 -0.70 0.27 1589.73 1.00 507 1532 19 46 FALSE 0.37
uterine cancer KRAS_12-61 AXL Any amplification 280 56 -0.74 -1.74 0.06 1408.01 1.00 1513 276 52 4 FALSE 1.05
ovarian cancer KRAS_12-61 AXL Any amplification 160 82 -0.38 -1.19 0.32 1442.76 1.00 1387 154 76 6 FALSE 0.48
non-small cell lung cancer KRAS_12-61 DAXX Any amplification 1359 78 -0.18 -0.71 0.32 1000.39 1.00 3311 1339 58 20 TRUE 0.31
colorectal cancer KRAS_12-61 EGFR Any amplification 1598 540 -0.50 -0.70 -0.31 1469.46 1.00 2113 1440 382 158 TRUE 6.27
cancer of unknown primary KRAS_12-61 EGFR Any amplification 278 143 -0.59 -1.11 -0.12 1512.55 1.00 1016 260 125 18 TRUE 1.68
non-small cell lung cancer KRAS_12-61 EGFR Any amplification 1916 848 -1.09 -1.29 -0.88 1357.85 1.00 3871 1802 734 114 TRUE 24.25
pancreatic cancer KRAS_12-61 EGFR Any amplification 1578 81 -0.99 -1.40 -0.55 1318.50 1.00 488 1535 38 43 TRUE 5.14
ovarian cancer KRAS_12-61 EGFR Any amplification 160 56 0.20 -0.55 0.91 1631.58 1.00 1415 152 48 8 TRUE 0.23
hepatobiliary cancer KRAS_12-61 EGFR Any amplification 111 51 -0.27 -1.24 0.57 1452.04 1.00 919 106 46 5 TRUE 0.25
colorectal cancer KRAS_12-61 ARID1B Any amplification 1569 55 0.03 -0.51 0.57 1089.15 1.00 2426 1547 33 22 TRUE 0.04
cancer of unknown primary KRAS_12-61 NKX2-1 Any amplification 278 60 0.16 -0.46 0.74 1393.68 1.00 1093 264 46 14 TRUE 0.22
non-small cell lung cancer KRAS_12-61 NKX2-1 Any amplification 1891 790 0.01 -0.16 0.16 1418.88 1.00 3997 1659 558 232 TRUE 0.02
colorectal cancer KRAS_12-61 WT1 Any amplification 1589 61 -0.04 -0.58 0.47 1294.35 1.00 2448 1565 37 24 TRUE 0.06
non-small cell lung cancer KRAS_12-61 WT1 Any amplification 1891 84 -0.57 -1.12 -0.07 1409.81 1.00 4487 1875 68 16 TRUE 1.52
ovarian cancer KRAS_12-61 WT1 Any amplification 160 124 -0.18 -0.83 0.40 1471.30 1.00 1350 149 113 11 TRUE 0.25
colorectal cancer KRAS_12-61 MET Any amplification 1598 442 -0.11 -0.30 0.09 1458.15 1.00 2216 1435 279 163 TRUE 0.52
cancer of unknown primary KRAS_12-61 MET Any amplification 278 108 -0.54 -1.10 0.01 1471.59 1.00 1047 264 94 14 TRUE 1.24
non-small cell lung cancer KRAS_12-61 MET Any amplification 1916 545 -0.67 -0.91 -0.46 1348.99 1.00 4159 1817 446 99 TRUE 8.43
pancreatic cancer KRAS_12-61 MET Any amplification 1578 82 -1.28 -1.71 -0.85 1569.09 1.00 481 1541 45 37 TRUE 8.37
uterine cancer KRAS_12-61 MET Any amplification 280 55 0.06 -0.65 0.72 1330.53 1.00 1520 270 45 10 TRUE 0.07
ovarian cancer KRAS_12-61 MET Any amplification 160 119 -0.25 -0.96 0.36 1535.89 1.00 1354 150 109 10 TRUE 0.35
hepatobiliary cancer KRAS_12-61 MET Any amplification 111 56 -0.15 -1.06 0.66 1576.00 1.00 915 105 50 6 TRUE 0.13
colorectal cancer KRAS_12-61 PMS1 Any amplification 1441 60 -0.36 -0.89 0.14 1131.88 1.00 2253 1422 41 19 TRUE 0.76
non-small cell lung cancer KRAS_12-61 PMS1 Any amplification 1842 96 -0.28 -0.73 0.16 1445.89 1.00 4315 1818 72 24 TRUE 0.64
ovarian cancer KRAS_12-61 PMS1 Any amplification 149 87 -0.59 -1.47 0.22 1537.22 1.00 1297 144 82 5 TRUE 0.81
non-small cell lung cancer KRAS_12-61 MEN1 Any amplification 1891 79 -0.40 -0.92 0.11 112.88 1.03 4494 1873 61 18 TRUE 0.82
colorectal cancer KRAS_12-61 BRAF Any amplification 1598 357 -0.14 -0.37 0.10 1491.70 1.00 2267 1469 228 129 TRUE 0.63
cancer of unknown primary KRAS_12-61 BRAF Any amplification 278 81 -0.24 -0.82 0.30 1481.73 1.00 1074 264 67 14 TRUE 0.38
non-small cell lung cancer KRAS_12-61 BRAF Any amplification 1916 372 -0.57 -0.84 -0.30 1549.70 1.00 4306 1843 299 73 TRUE 4.58
pancreatic cancer KRAS_12-61 BRAF Any amplification 1578 59 -1.86 -2.40 -1.32 1251.58 1.00 485 1560 41 18 TRUE 11.14
uterine cancer KRAS_12-61 BRAF Any amplification 280 52 -0.16 -0.92 0.54 1417.43 1.00 1521 272 44 8 TRUE 0.18
ovarian cancer KRAS_12-61 BRAF Any amplification 160 156 -0.79 -1.51 -0.15 1541.12 1.00 1315 152 148 8 TRUE 1.67
non-small cell lung cancer KRAS_12-61 PDGFRB Any amplification 1891 128 -0.37 -0.76 0.02 1442.33 1.00 4464 1862 99 29 TRUE 1.16
ovarian cancer KRAS_12-61 PDGFRB Any amplification 160 51 -0.35 -1.41 0.58 1529.22 1.00 1416 156 47 4 TRUE 0.32
colorectal cancer KRAS_12-61 CARD11 Any amplification 1589 512 -0.34 -0.54 -0.14 1527.71 1.00 2138 1424 347 165 FALSE 2.84
cancer of unknown primary KRAS_12-61 CARD11 Any amplification 277 113 0.01 -0.47 0.47 1401.17 1.00 1048 254 90 23 FALSE 0.01
non-small cell lung cancer KRAS_12-61 CARD11 Any amplification 1891 573 -0.58 -0.79 -0.37 1514.43 1.00 4094 1779 461 112 FALSE 7.23
pancreatic cancer KRAS_12-61 CARD11 Any amplification 1573 95 -0.83 -1.24 -0.42 1501.57 1.00 484 1519 41 54 FALSE 4.19
ovarian cancer KRAS_12-61 CARD11 Any amplification 160 58 0.23 -0.57 0.90 1536.95 1.00 1413 152 50 8 FALSE 0.26
cancer of unknown primary KRAS_12-61 DNMT3A Any amplification 278 51 -0.23 -0.89 0.39 1538.87 1.00 1097 269 42 9 TRUE 0.33
non-small cell lung cancer KRAS_12-61 DNMT3A Any amplification 1891 124 -0.42 -0.83 -0.01 1517.64 1.00 4458 1864 97 27 TRUE 1.40
uterine cancer KRAS_12-61 DNMT3A Any amplification 280 75 -0.07 -0.65 0.52 1452.82 1.00 1501 268 63 12 TRUE 0.09
ovarian cancer KRAS_12-61 DNMT3A Any amplification 160 91 -0.67 -1.51 0.04 1478.92 1.00 1376 156 87 4 TRUE 1.08
cancer of unknown primary KRAS_12-61 MSH6 Any amplification 277 51 -0.42 -1.18 0.25 1407.87 1.00 1097 270 44 7 TRUE 0.62
non-small cell lung cancer KRAS_12-61 MSH6 Any amplification 1891 128 -0.30 -0.70 0.09 1413.37 1.00 4466 1860 97 31 TRUE 0.88
uterine cancer KRAS_12-61 MSH6 Any amplification 280 64 0.09 -0.52 0.65 1562.72 1.00 1513 268 52 12 TRUE 0.11
ovarian cancer KRAS_12-61 MSH6 Any amplification 160 110 -0.56 -1.30 0.04 1557.89 1.00 1359 154 104 6 TRUE 0.97
non-small cell lung cancer KRAS_12-61 MAX Any amplification 1310 67 -1.32 -2.21 -0.56 1270.38 1.00 3149 1303 60 7 FALSE 2.81
colorectal cancer KRAS_12-61 NFE2L2 Any amplification 1590 60 -0.42 -0.95 0.12 1518.72 1.00 2444 1572 42 18 FALSE 0.97
non-small cell lung cancer KRAS_12-61 NFE2L2 Any amplification 1891 109 -0.41 -0.86 0.02 1597.23 1.00 4478 1867 85 24 FALSE 1.15
ovarian cancer KRAS_12-61 NFE2L2 Any amplification 160 100 -0.31 -1.05 0.34 1581.06 1.00 1371 152 92 8 FALSE 0.40
non-small cell lung cancer KRAS_12-61 SPOP Any amplification 1359 68 0.38 -0.11 0.86 1231.13 1.00 3334 1334 43 25 FALSE 0.91
colorectal cancer KRAS_12-61 SOX9 Any amplification 1563 200 -0.23 -0.53 0.05 1251.34 1.00 2312 1495 132 68 FALSE 0.91
cancer of unknown primary KRAS_12-61 SOX9 Any amplification 277 86 -0.30 -0.87 0.26 1493.81 1.00 1057 263 72 14 FALSE 0.51
non-small cell lung cancer KRAS_12-61 SOX9 Any amplification 1882 257 0.09 -0.17 0.36 1460.15 1.00 4350 1801 176 81 FALSE 0.29
pancreatic cancer KRAS_12-61 SOX9 Any amplification 1567 57 -1.35 -1.90 -0.84 1370.03 1.00 488 1543 33 24 FALSE 6.42
uterine cancer KRAS_12-61 SOX9 Any amplification 280 51 -0.60 -1.52 0.17 1581.04 1.00 1500 275 46 5 FALSE 0.79
ovarian cancer KRAS_12-61 SOX9 Any amplification 157 87 -0.63 -1.52 0.20 1664.35 1.00 1351 152 82 5 FALSE 0.84
colorectal cancer KRAS_12-61 ETV1 Any amplification 1589 531 -0.31 -0.50 -0.12 1573.49 1.00 2128 1415 357 174 TRUE 2.85
cancer of unknown primary KRAS_12-61 ETV1 Any amplification 277 118 -0.03 -0.48 0.42 1643.98 1.00 1044 254 95 23 TRUE 0.04
non-small cell lung cancer KRAS_12-61 ETV1 Any amplification 1891 611 -0.60 -0.80 -0.40 1434.43 1.00 4062 1773 493 118 TRUE 8.43
pancreatic cancer KRAS_12-61 ETV1 Any amplification 1572 99 -0.97 -1.38 -0.59 1353.47 1.00 479 1519 46 53 TRUE 6.02
ovarian cancer KRAS_12-61 ETV1 Any amplification 160 52 0.46 -0.28 1.18 1564.40 1.00 1420 151 43 9 TRUE 0.66
colorectal cancer KRAS_12-61 JAK2 Any amplification 1598 112 0.07 -0.30 0.43 1351.14 1.00 2429 1552 66 46 TRUE 0.15
non-small cell lung cancer KRAS_12-61 JAK2 Any amplification 1916 115 -0.05 -0.45 0.34 1550.65 1.00 4523 1883 82 33 TRUE 0.10
ovarian cancer KRAS_12-61 JAK2 Any amplification 160 76 -0.40 -1.29 0.36 1363.70 1.00 1392 155 71 5 TRUE 0.46
colorectal cancer KRAS_12-61 DNMT3B Any amplification 874 86 -2.10 -2.95 -1.34 1180.45 1.00 1284 867 79 7 FALSE 6.60
colorectal cancer KRAS_12-61 FGFR1 Any amplification 1598 270 -0.41 -0.69 -0.16 1501.26 1.00 2307 1516 188 82 TRUE 2.64
cancer of unknown primary KRAS_12-61 FGFR1 Any amplification 278 87 -0.87 -1.54 -0.21 1405.39 1.00 1062 270 79 8 TRUE 1.91
non-small cell lung cancer KRAS_12-61 FGFR1 Any amplification 1916 302 -0.72 -1.02 -0.43 1559.89 1.00 4355 1864 250 52 TRUE 5.79
pancreatic cancer KRAS_12-61 FGFR1 Any amplification 1578 60 -0.16 -0.70 0.39 1266.72 1.00 510 1534 16 44 TRUE 0.27
uterine cancer KRAS_12-61 FGFR1 Any amplification 280 102 -0.65 -1.35 -0.02 1398.22 1.00 1472 271 93 9 TRUE 1.33
ovarian cancer KRAS_12-61 FGFR1 Any amplification 160 130 0.07 -0.51 0.61 1499.80 1.00 1348 145 115 15 TRUE 0.10
non-small cell lung cancer KRAS_12-61 SH2B3 Any amplification 1811 56 0.32 -0.22 0.84 1408.54 1.00 4224 1790 35 21 FALSE 0.60
colorectal cancer KRAS_12-61 GLI1 Any amplification 1482 62 0.58 0.07 1.07 1274.53 1.00 2288 1448 28 34 FALSE 1.70
cancer of unknown primary KRAS_12-61 GLI1 Any amplification 272 67 0.86 0.36 1.36 1474.79 1.00 1049 247 42 25 FALSE 3.21
non-small cell lung cancer KRAS_12-61 GLI1 Any amplification 1802 176 -0.37 -0.72 -0.02 1433.34 1.00 4094 1762 136 40 FALSE 1.43
pancreatic cancer KRAS_12-61 GLI1 Any amplification 1551 61 -0.91 -1.43 -0.38 1380.88 1.00 471 1518 28 33 FALSE 3.35
ovarian cancer KRAS_12-61 GLI1 Any amplification 147 66 0.66 0.01 1.24 1634.01 1.00 1296 135 54 12 FALSE 1.46
uterine cancer KRAS_12-61 TCF7L2 Any amplification 262 76 0.38 -0.16 0.89 1302.70 1.00 1357 246 60 16 FALSE 0.78
ovarian cancer KRAS_12-61 TCF7L2 Any amplification 139 51 0.35 -0.35 1.02 1509.48 1.00 1252 132 44 7 FALSE 0.50
colorectal cancer KRAS_12-61 NCOA3 Any amplification 793 69 -1.67 -2.45 -0.92 880.86 1.00 1174 785 61 8 TRUE 4.70
non-small cell lung cancer KRAS_12-61 SLX4 Any amplification 806 90 -0.82 -1.39 -0.29 1121.23 1.00 1806 791 75 15 FALSE 2.38
colorectal cancer NRAS_12-61 PTPRD Any amplification 129 56 -0.38 -2.28 0.92 1187.59 1.00 2995 127 54 2 FALSE 0.19
colorectal cancer NRAS_12-61 KDM5A Any amplification 139 122 -0.14 -1.19 0.73 1256.19 1.00 3006 134 117 5 FALSE 0.11
colorectal cancer NRAS_12-61 CREBBP Any amplification 172 97 -0.15 -1.31 0.80 1139.04 1.00 3811 168 93 4 TRUE 0.11
colorectal cancer NRAS_12-61 AXIN2 Any amplification 119 94 -0.42 -1.81 0.65 1356.68 1.00 2713 116 91 3 TRUE 0.30
colorectal cancer NRAS_12-61 SMARCA4 Any amplification 172 81 -1.64 -4.39 0.20 663.61 1.00 3824 171 80 1 FALSE 0.83
colorectal cancer NRAS_12-61 PTPRT Any amplification 89 71 -0.03 -1.34 1.04 1191.12 1.00 2190 86 68 3 FALSE 0.02
colorectal cancer NRAS_12-61 BLM Any amplification 172 60 -0.32 -1.80 0.77 1253.85 1.00 3844 170 58 2 TRUE 0.20
melanoma NRAS_12-61 BLM Any amplification 378 64 0.26 -0.31 0.81 1425.24 1.00 1144 359 45 19 TRUE 0.44
colorectal cancer NRAS_12-61 PIK3CA Any amplification 172 72 -0.54 -1.53 0.80 3.08 1.38 3852 169 69 3 TRUE 0.35
colorectal cancer NRAS_12-61 ESR1 Any amplification 172 57 0.37 -0.70 1.46 299.76 1.01 3851 168 53 4 TRUE 0.29
colorectal cancer NRAS_12-61 RNF43 Any amplification 139 101 -0.19 -1.32 0.74 1153.74 1.00 3028 135 97 4 TRUE 0.14
colorectal cancer NRAS_12-61 LATS2 Any amplification 89 61 0.51 -0.69 1.48 1207.46 1.00 2201 85 57 4 FALSE 0.43
colorectal cancer NRAS_12-61 IKZF1 Any amplification 172 459 -0.39 -0.99 0.12 1502.07 1.00 3457 158 445 14 TRUE 0.77
melanoma NRAS_12-61 IKZF1 Any amplification 378 101 -0.04 -0.51 0.43 1574.93 1.00 1114 354 77 24 TRUE 0.06
colorectal cancer NRAS_12-61 TERT Any amplification 154 175 0.02 -0.81 0.74 1334.75 1.00 3505 146 167 8 TRUE 0.02
melanoma NRAS_12-61 TERT Any amplification 332 82 -0.76 -1.42 -0.17 1439.91 1.00 960 321 71 11 TRUE 1.74
colorectal cancer NRAS_12-61 ABL1 Any amplification 172 77 0.39 -0.60 1.20 1487.51 1.00 3847 167 72 5 TRUE 0.39
melanoma NRAS_12-61 NOTCH2 Any amplification 378 83 0.81 0.36 1.29 428.86 1.01 1145 344 49 34 TRUE 3.18
colorectal cancer NRAS_12-61 SMO Any amplification 172 337 -0.34 -1.00 0.24 1443.42 1.00 3595 161 326 11 TRUE 0.53
melanoma NRAS_12-61 SMO Any amplification 378 140 -0.27 -0.72 0.17 1535.96 1.00 1087 350 112 28 TRUE 0.61
colorectal cancer NRAS_12-61 JAK3 Any amplification 172 73 -0.18 -1.53 0.89 1593.04 1.00 3851 169 70 3 TRUE 0.11
colorectal cancer NRAS_12-61 BRCA2 Any amplification 172 809 0.63 0.31 0.97 1037.46 1.00 3149 118 755 54 TRUE 3.80
melanoma NRAS_12-61 IGF1R Any amplification 378 77 0.04 -0.56 0.56 386.39 1.00 1139 359 58 19 TRUE 0.05
colorectal cancer NRAS_12-61 CDKN2A Any amplification 172 121 0.59 -0.18 1.21 627.51 1.01 3809 163 112 9 TRUE 1.02
colorectal cancer NRAS_12-61 IRS2 Any amplification 104 66 1.03 0.11 1.79 1405.57 1.00 2413 97 59 7 FALSE 1.83
colorectal cancer NRAS_12-61 FANCA Any amplification 172 116 -0.09 -1.12 0.79 1110.61 1.00 3793 167 111 5 TRUE 0.06
colorectal cancer NRAS_12-61 IL7R Any amplification 139 84 0.00 -1.20 0.92 1451.85 1.00 3043 135 80 4 FALSE 0.00
colorectal cancer NRAS_12-61 ERBB3 Any amplification 172 81 -0.82 -2.83 0.51 830.02 1.00 3825 170 79 2 TRUE 0.47
colorectal cancer NRAS_12-61 RB1 Any amplification 172 741 0.68 0.33 1.00 1608.11 1.00 3231 121 690 51 TRUE 4.12
colorectal cancer NRAS_12-61 KMT2D Any amplification 172 76 -0.17 -1.58 0.89 771.59 1.01 3829 169 73 3 FALSE 0.11
colorectal cancer NRAS_12-61 TSC2 Any amplification 172 101 -0.19 -1.31 0.70 1349.59 1.00 3807 168 97 4 TRUE 0.15
colorectal cancer NRAS_12-61 ERBB2 Any amplification 172 224 -1.34 -2.84 -0.27 1382.49 1.00 3700 169 221 3 TRUE 1.41
colorectal cancer NRAS_12-61 ARID2 Any amplification 172 72 -0.68 -2.40 0.61 908.44 1.00 3832 170 70 2 FALSE 0.42
colorectal cancer NRAS_12-61 NOTCH1 Any amplification 172 95 0.12 -0.92 1.01 1369.27 1.00 3831 167 90 5 TRUE 0.10
colorectal cancer NRAS_12-61 NTRK1 Any amplification 172 129 0.08 -0.84 0.84 1553.39 1.00 3781 166 123 6 TRUE 0.08
melanoma NRAS_12-61 NTRK1 Any amplification 378 132 0.90 0.54 1.25 1316.05 1.00 1119 323 77 55 TRUE 5.94
melanoma NRAS_12-61 KIT Any amplification 378 94 -0.84 -1.53 -0.26 1381.05 1.00 1117 366 82 12 TRUE 1.99
melanoma NRAS_12-61 KDR Any amplification 378 54 -0.80 -1.67 -0.06 1248.29 1.00 1152 371 47 7 TRUE 1.28
colorectal cancer NRAS_12-61 RICTOR Any amplification 139 89 -0.08 -1.27 0.86 1522.20 1.00 3040 135 85 4 FALSE 0.06
colorectal cancer NRAS_12-61 PTCH1 Any amplification 172 72 0.19 -0.89 1.14 1296.56 1.00 3836 168 68 4 TRUE 0.15
colorectal cancer NRAS_12-61 HNF1A Any amplification 168 61 -1.47 -4.39 0.45 1424.78 1.00 3798 167 60 1 TRUE 0.61
melanoma NRAS_12-61 NTRK3 Any amplification 378 60 0.30 -0.29 0.83 1327.85 1.00 1154 360 42 18 FALSE 0.54
colorectal cancer NRAS_12-61 PALB2 Any amplification 172 110 -0.64 -2.09 0.44 1477.74 1.00 3797 169 107 3 TRUE 0.48
colorectal cancer NRAS_12-61 CDH1 Any amplification 172 112 -0.07 -1.13 0.76 1346.80 1.00 3812 167 107 5 TRUE 0.05
colorectal cancer NRAS_12-61 CDK12 Any amplification 139 112 -1.14 -2.94 0.14 1048.46 1.00 3015 137 110 2 FALSE 0.83
colorectal cancer NRAS_12-61 BRD4 Any amplification 168 67 -0.60 -2.43 0.70 1481.88 1.00 3774 166 65 2 FALSE 0.34
colorectal cancer NRAS_12-61 ASXL1 Any amplification 172 1033 0.36 0.02 0.68 1168.98 1.00 2925 116 977 56 TRUE 1.44
melanoma NRAS_12-61 ASXL1 Any amplification 378 76 0.30 -0.19 0.77 1495.52 1.00 1136 355 53 23 TRUE 0.68
melanoma NRAS_12-61 EP300 Any amplification 378 110 0.03 -0.43 0.45 803.59 1.01 1106 351 83 27 TRUE 0.04
colorectal cancer NRAS_12-61 ERBB4 Any amplification 172 57 -0.41 -2.18 0.86 820.62 1.00 3866 170 55 2 TRUE 0.21
colorectal cancer NRAS_12-61 RECQL4 Any amplification 145 564 0.04 -0.42 0.48 1515.45 1.00 2886 121 540 24 TRUE 0.06
melanoma NRAS_12-61 RECQL4 Any amplification 318 177 0.21 -0.12 0.56 1568.21 1.00 870 269 128 49 TRUE 0.64
colorectal cancer NRAS_12-61 GNAQ Any amplification 172 70 0.22 -0.99 1.17 1394.26 1.00 3855 168 66 4 TRUE 0.16
colorectal cancer NRAS_12-61 ERCC5 Any amplification 152 720 0.58 0.22 0.92 1489.90 1.00 2908 107 675 45 TRUE 2.94
colorectal cancer NRAS_12-61 BRCA1 Any amplification 172 88 -1.84 -4.55 -0.08 1354.54 1.00 3817 171 87 1 TRUE 0.94
colorectal cancer NRAS_12-61 TSC1 Any amplification 172 81 0.32 -0.71 1.16 1372.55 1.00 3828 167 76 5 TRUE 0.28
colorectal cancer NRAS_12-61 NF1 Any amplification 172 101 -1.43 -4.40 -0.33 3.56 1.31 3804 171 100 1 TRUE 0.62
colorectal cancer NRAS_12-61 FLT1 Any amplification 172 903 0.76 0.45 1.10 1311.76 1.00 3063 108 839 64 FALSE 5.44
colorectal cancer NRAS_12-61 GNAS Any amplification 172 982 0.38 0.06 0.70 1263.19 1.00 2993 118 928 54 TRUE 1.61
melanoma NRAS_12-61 GNAS Any amplification 378 104 0.36 -0.09 0.79 1599.71 1.00 1127 346 72 32 TRUE 0.95
colorectal cancer NRAS_12-61 SF3B1 Any amplification 172 74 0.46 -0.60 1.22 109.49 1.03 3835 167 69 5 TRUE 0.47
colorectal cancer NRAS_12-61 FLT3 Any amplification 172 922 0.74 0.42 1.05 1273.71 1.00 3063 108 858 64 TRUE 5.55
colorectal cancer NRAS_12-61 AXL Any amplification 172 98 0.10 -0.90 0.99 1200.75 1.00 3811 167 93 5 FALSE 0.08
colorectal cancer NRAS_12-61 EGFR Any amplification 172 540 -0.52 -1.03 -0.03 1541.89 1.00 3396 157 525 15 TRUE 1.33
melanoma NRAS_12-61 EGFR Any amplification 378 101 -0.16 -0.65 0.31 1523.79 1.00 1120 356 79 22 TRUE 0.29
colorectal cancer NRAS_12-61 ARID1B Any amplification 171 55 0.48 -0.66 1.46 1395.11 1.00 3806 167 51 4 TRUE 0.44
colorectal cancer NRAS_12-61 MET Any amplification 172 442 -0.43 -1.00 0.08 1368.94 1.00 3492 159 429 13 TRUE 0.90
melanoma NRAS_12-61 MET Any amplification 378 147 -0.15 -0.60 0.26 1398.23 1.00 1084 346 115 32 TRUE 0.32
colorectal cancer NRAS_12-61 BRAF Any amplification 172 357 -0.49 -1.18 0.11 1366.67 1.00 3574 162 347 10 TRUE 0.90
melanoma NRAS_12-61 BRAF Any amplification 378 154 -0.26 -0.71 0.15 1344.36 1.00 1076 347 123 31 TRUE 0.64
colorectal cancer NRAS_12-61 CARD11 Any amplification 172 512 -0.30 -0.85 0.18 1436.04 1.00 3407 155 495 17 FALSE 0.60
melanoma NRAS_12-61 CARD11 Any amplification 378 126 -0.04 -0.47 0.36 1538.68 1.00 1095 348 96 30 FALSE 0.07
colorectal cancer NRAS_12-61 SOX9 Any amplification 168 200 -0.76 -1.78 0.09 1254.19 1.00 3643 164 196 4 FALSE 0.94
melanoma NRAS_12-61 SOX9 Any amplification 372 81 0.48 0.00 0.94 1447.56 1.00 1105 344 53 28 FALSE 1.30
colorectal cancer NRAS_12-61 ETV1 Any amplification 172 531 -0.28 -0.81 0.19 1629.20 1.00 3389 154 513 18 TRUE 0.57
melanoma NRAS_12-61 ETV1 Any amplification 378 147 0.08 -0.32 0.47 1484.41 1.00 1080 340 109 38 TRUE 0.16
colorectal cancer NRAS_12-61 DNMT3B Any amplification 84 86 0.41 -0.63 1.37 1305.25 1.00 2072 79 81 5 FALSE 0.38
colorectal cancer NRAS_12-61 FGFR1 Any amplification 172 270 0.02 -0.58 0.55 1027.40 1.00 3663 160 258 12 TRUE 0.02
melanoma NRAS_12-61 MITF Any amplification 378 156 0.27 -0.13 0.64 1417.89 1.00 1080 333 111 45 FALSE 0.81
colorectal cancer NRAS_12-61 GLI1 Any amplification 164 62 -1.43 -4.02 0.41 1133.93 1.00 3573 163 61 1 FALSE 0.63
colorectal cancer NRAS_12-61 NCOA3 Any amplification 80 69 -0.55 -2.42 0.78 766.66 1.00 1881 78 67 2 TRUE 0.31
cancer of unknown primary RAS_12 ATR Any amplification 184 52 -1.22 -2.23 -0.33 1546.41 1.00 905 181 49 3 FALSE 1.99
non-small cell lung cancer RAS_12 ATR Any amplification 1198 100 -1.11 -1.75 -0.56 1664.17 1.00 3449 1187 89 11 FALSE 3.52
ovarian cancer RAS_12 ATR Any amplification 95 65 -1.24 -2.44 -0.26 1323.47 1.00 888 93 63 2 FALSE 1.62
non-small cell lung cancer RAS_12 PDGFRA Any amplification 1692 133 -0.91 -1.43 -0.42 1375.32 1.00 4713 1675 116 17 TRUE 3.40
non-small cell lung cancer RAS_12 FBXW7 Any amplification 1692 77 -1.03 -1.72 -0.35 838.03 1.00 4761 1683 68 9 TRUE 2.48
non-small cell lung cancer RAS_12 MAP3K1 Any amplification 1667 149 -0.26 -0.68 0.12 1470.15 1.01 4662 1635 117 32 FALSE 0.70
non-small cell lung cancer RAS_12 NSD1 Any amplification 1197 85 -0.41 -1.01 0.12 1381.12 1.00 3462 1181 69 16 FALSE 0.85
non-small cell lung cancer RAS_12 FLT4 Any amplification 1667 187 -0.44 -0.80 -0.09 1712.32 1.00 4627 1632 152 35 TRUE 1.76
ovarian cancer RAS_12 FLT4 Any amplification 149 64 -0.50 -1.48 0.38 1438.51 1.00 1414 145 60 4 TRUE 0.52
colorectal cancer RAS_12 PTPRD Any amplification 988 56 0.04 -0.50 0.52 1619.51 1.00 2151 971 39 17 FALSE 0.05
non-small cell lung cancer RAS_12 PTPRD Any amplification 1304 55 0.10 -0.44 0.60 1491.23 1.00 3788 1288 39 16 FALSE 0.16
non-small cell lung cancer RAS_12 RET Any amplification 1692 83 0.28 -0.16 0.72 1613.05 1.00 4773 1665 56 27 TRUE 0.69
uterine cancer RAS_12 RET Any amplification 243 76 0.41 -0.17 0.96 1374.07 1.00 1540 229 62 14 TRUE 0.83
ovarian cancer RAS_12 RET Any amplification 149 51 0.41 -0.34 1.14 1475.28 1.00 1430 142 44 7 TRUE 0.56
colorectal cancer RAS_12 KDM5A Any amplification 1022 122 0.37 0.00 0.71 1574.82 1.00 2167 973 73 49 FALSE 1.36
cancer of unknown primary RAS_12 KDM5A Any amplification 184 56 0.16 -0.53 0.79 1432.49 1.00 907 173 45 11 FALSE 0.20
non-small cell lung cancer RAS_12 KDM5A Any amplification 1197 136 0.00 -0.38 0.37 1408.04 1.00 3430 1162 101 35 FALSE 0.01
pancreatic cancer RAS_12 KDM5A Any amplification 1269 66 -0.36 -0.86 0.14 1318.06 1.00 531 1229 26 40 FALSE 0.85
ovarian cancer RAS_12 KDM5A Any amplification 95 101 -0.46 -1.23 0.25 1692.61 1.00 856 89 95 6 FALSE 0.61
non-small cell lung cancer RAS_12 TSHR Any amplification 1197 53 -1.92 -3.32 -0.83 362.65 1.02 3481 1194 50 3 TRUE 2.61
colorectal cancer RAS_12 CREBBP Any amplification 1263 97 0.16 -0.27 0.60 1361.93 1.00 2752 1227 61 36 TRUE 0.33
non-small cell lung cancer RAS_12 CREBBP Any amplification 1668 205 -0.48 -0.84 -0.12 1468.45 1.00 4616 1633 170 35 TRUE 1.94
colorectal cancer RAS_12 BRIP1 Any amplification 1262 92 -0.72 -1.26 -0.22 1471.20 1.00 2737 1245 75 17 TRUE 2.23
cancer of unknown primary RAS_12 BRIP1 Any amplification 238 71 -0.79 -1.62 -0.07 1224.77 1.00 1112 232 65 6 TRUE 1.36
non-small cell lung cancer RAS_12 BRIP1 Any amplification 1667 240 0.02 -0.27 0.30 1155.81 1.00 4603 1603 176 64 TRUE 0.04
pancreatic cancer RAS_12 BRIP1 Any amplification 1435 58 -1.29 -1.83 -0.76 1572.77 1.00 626 1414 37 21 TRUE 5.73
ovarian cancer RAS_12 BRIP1 Any amplification 149 62 -0.34 -1.25 0.45 1625.35 1.00 1417 144 57 5 TRUE 0.36
colorectal cancer RAS_12 AXIN2 Any amplification 901 94 0.14 -0.28 0.54 1646.56 1.00 1959 870 63 31 TRUE 0.30
non-small cell lung cancer RAS_12 AXIN2 Any amplification 1151 87 0.22 -0.18 0.66 1504.86 1.00 3300 1124 60 27 TRUE 0.52
colorectal cancer RAS_12 SMARCA4 Any amplification 1263 81 0.07 -0.41 0.53 1461.86 1.00 2760 1235 53 28 FALSE 0.12
uterine cancer RAS_12 SMARCA4 Any amplification 243 74 -1.55 -2.95 -0.55 1555.88 1.00 1528 241 72 2 FALSE 2.00
ovarian cancer RAS_12 SMARCA4 Any amplification 149 148 -1.13 -2.04 -0.38 1607.25 1.00 1331 144 143 5 FALSE 2.09
colorectal cancer RAS_12 PTPRT Any amplification 723 71 -2.46 -3.81 -1.41 607.16 1.01 1556 720 68 3 FALSE 3.95
colorectal cancer RAS_12 BLM Any amplification 1262 60 -0.45 -1.09 0.12 1640.09 1.00 2766 1248 46 14 TRUE 0.85
non-small cell lung cancer RAS_12 BLM Any amplification 1667 97 -0.25 -0.73 0.22 1531.68 1.00 4704 1645 75 22 TRUE 0.53
ovarian cancer RAS_12 BLM Any amplification 149 79 -1.53 -3.07 -0.39 1500.12 1.00 1396 148 78 1 TRUE 1.57
colorectal cancer RAS_12 PIK3CA Any amplification 1267 72 0.42 -0.03 0.88 1591.41 1.00 2785 1236 41 31 TRUE 1.15
cancer of unknown primary RAS_12 PIK3CA Any amplification 239 129 -0.96 -1.62 -0.36 1493.49 1.00 1061 229 119 10 TRUE 2.56
non-small cell lung cancer RAS_12 PIK3CA Any amplification 1692 434 -1.47 -1.82 -1.13 1638.51 1.00 4429 1658 400 34 TRUE 15.85
pancreatic cancer RAS_12 PIK3CA Any amplification 1440 55 -0.28 -0.80 0.27 1530.10 1.00 644 1405 20 35 TRUE 0.52
uterine cancer RAS_12 PIK3CA Any amplification 243 115 -1.24 -2.12 -0.49 1528.00 1.00 1492 238 110 5 TRUE 2.41
ovarian cancer RAS_12 PIK3CA Any amplification 149 347 -1.39 -2.07 -0.82 1541.54 1.00 1137 139 337 10 TRUE 4.89
non-small cell lung cancer RAS_12 GATA3 Any amplification 1667 65 0.38 -0.10 0.90 1494.12 1.00 4737 1644 42 23 FALSE 0.90
uterine cancer RAS_12 GATA3 Any amplification 243 75 0.30 -0.34 0.88 1242.82 1.00 1537 230 62 13 FALSE 0.48
ovarian cancer RAS_12 GATA3 Any amplification 149 76 0.02 -0.77 0.69 1563.14 1.00 1405 142 69 7 FALSE 0.02
colorectal cancer RAS_12 ESR1 Any amplification 1263 57 0.10 -0.46 0.63 1347.53 1.00 2776 1243 37 20 TRUE 0.14
uterine cancer RAS_12 ESR1 Any amplification 243 63 -0.23 -1.01 0.45 1515.14 1.00 1546 236 56 7 TRUE 0.27
ovarian cancer RAS_12 ESR1 Any amplification 149 64 -0.36 -1.28 0.44 1467.40 1.00 1414 145 60 4 TRUE 0.39
cancer of unknown primary RAS_12 ALK Any amplification 239 53 -0.11 -0.75 0.51 1571.36 1.00 1136 230 44 9 TRUE 0.14
non-small cell lung cancer RAS_12 ALK Any amplification 1692 134 -0.35 -0.76 0.03 1509.66 1.00 4722 1665 107 27 TRUE 1.09
uterine cancer RAS_12 ALK Any amplification 243 71 -0.05 -0.67 0.56 1422.91 1.00 1541 233 61 10 TRUE 0.06
ovarian cancer RAS_12 ALK Any amplification 149 108 -0.58 -1.36 0.09 1457.70 1.00 1371 144 103 5 TRUE 0.91
colorectal cancer RAS_12 RNF43 Any amplification 1023 101 0.07 -0.35 0.47 1434.57 1.00 2172 991 69 32 TRUE 0.13
non-small cell lung cancer RAS_12 RNF43 Any amplification 1198 73 0.35 -0.12 0.83 1421.91 1.00 3490 1173 48 25 TRUE 0.86
non-small cell lung cancer RAS_12 U2AF1 Any amplification 1659 95 -0.68 -1.23 -0.14 1224.81 1.00 4677 1644 80 15 FALSE 1.86
ovarian cancer RAS_12 U2AF1 Any amplification 146 64 -1.16 -2.55 -0.12 1443.58 1.00 1382 144 62 2 FALSE 1.22
colorectal cancer RAS_12 LATS2 Any amplification 723 61 0.31 -0.21 0.79 1221.17 1.00 1586 700 38 23 FALSE 0.65
uterine cancer RAS_12 PTEN Any amplification 243 70 0.49 -0.19 1.08 976.39 1.00 1546 229 56 14 TRUE 0.87
non-small cell lung cancer RAS_12 ARID1A Any amplification 1668 52 -2.33 -4.21 -1.15 599.28 1.01 4736 1666 50 2 TRUE 2.78
non-small cell lung cancer RAS_12 PIK3R1 Any amplification 1668 121 -0.16 -0.60 0.25 1394.43 1.00 4693 1640 93 28 TRUE 0.35
colorectal cancer RAS_12 IKZF1 Any amplification 1262 459 -0.32 -0.54 -0.10 1281.01 1.00 2469 1146 343 116 TRUE 2.47
cancer of unknown primary RAS_12 IKZF1 Any amplification 238 106 -0.46 -1.06 0.11 1609.78 1.00 1085 225 93 13 TRUE 0.94
non-small cell lung cancer RAS_12 IKZF1 Any amplification 1667 553 -0.67 -0.90 -0.44 1628.92 1.00 4314 1579 465 88 TRUE 7.81
pancreatic cancer RAS_12 IKZF1 Any amplification 1435 76 -0.94 -1.37 -0.52 1515.49 1.00 622 1400 41 35 TRUE 4.74
colorectal cancer RAS_12 TERT Any amplification 1176 175 -0.18 -0.53 0.14 1440.03 1.00 2524 1127 126 49 TRUE 0.56
cancer of unknown primary RAS_12 TERT Any amplification 230 138 -1.14 -1.80 -0.50 1435.81 1.00 1007 221 129 9 TRUE 3.32
non-small cell lung cancer RAS_12 TERT Any amplification 1639 925 -0.46 -0.64 -0.28 1488.33 1.00 3927 1462 748 177 TRUE 6.28
pancreatic cancer RAS_12 TERT Any amplification 1397 78 -1.08 -1.52 -0.64 1319.90 1.00 588 1363 44 34 TRUE 5.63
uterine cancer RAS_12 TERT Any amplification 239 79 -1.09 -2.01 -0.27 1510.18 1.00 1487 235 75 4 TRUE 1.89
ovarian cancer RAS_12 TERT Any amplification 142 154 -1.34 -2.26 -0.55 1519.60 1.00 1243 138 150 4 TRUE 2.66
non-small cell lung cancer RAS_12 FGFR4 Any amplification 1668 192 -0.45 -0.83 -0.10 1541.15 1.00 4630 1632 156 36 TRUE 1.78
pancreatic cancer RAS_12 FGFR4 Any amplification 1440 54 -1.37 -1.94 -0.80 1197.60 1.00 629 1421 35 19 TRUE 5.90
ovarian cancer RAS_12 FGFR4 Any amplification 149 56 -0.48 -1.56 0.47 1456.79 1.00 1422 145 52 4 TRUE 0.46
colorectal cancer RAS_12 ABL1 Any amplification 1266 77 -0.09 -0.58 0.35 1604.57 1.00 2771 1243 54 23 TRUE 0.14
non-small cell lung cancer RAS_12 ABL1 Any amplification 1691 54 -0.52 -1.19 0.08 1362.82 1.00 4777 1682 45 9 TRUE 0.93
non-small cell lung cancer RAS_12 NOTCH2 Any amplification 1668 89 -1.24 -2.00 -0.56 1513.47 1.00 4705 1660 81 8 TRUE 3.29
ovarian cancer RAS_12 NOTCH2 Any amplification 149 69 -0.25 -1.18 0.56 1501.15 1.00 1411 143 63 6 TRUE 0.24
colorectal cancer RAS_12 DDR2 Any amplification 1263 133 0.44 0.10 0.78 1475.58 1.00 2735 1208 78 55 TRUE 1.88
cancer of unknown primary RAS_12 DDR2 Any amplification 239 118 0.10 -0.41 0.55 1345.52 1.00 1082 218 97 21 TRUE 0.15
non-small cell lung cancer RAS_12 DDR2 Any amplification 1668 574 0.55 0.37 0.73 1431.00 1.00 4421 1459 365 209 TRUE 8.84
pancreatic cancer RAS_12 DDR2 Any amplification 1440 78 0.05 -0.40 0.51 1321.53 1.00 640 1386 24 54 TRUE 0.07
uterine cancer RAS_12 DDR2 Any amplification 243 179 0.18 -0.27 0.59 1521.28 1.00 1448 216 152 27 TRUE 0.38
ovarian cancer RAS_12 DDR2 Any amplification 149 137 0.54 0.00 1.03 1427.32 1.00 1357 129 117 20 TRUE 1.46
colorectal cancer RAS_12 SMO Any amplification 1267 337 -0.08 -0.32 0.14 1511.35 1.00 2589 1167 237 100 TRUE 0.30
cancer of unknown primary RAS_12 SMO Any amplification 239 67 -0.27 -0.93 0.35 1416.76 1.00 1122 229 57 10 TRUE 0.38
non-small cell lung cancer RAS_12 SMO Any amplification 1692 339 -0.52 -0.81 -0.24 1185.34 1.00 4550 1632 279 60 TRUE 3.45
pancreatic cancer RAS_12 SMO Any amplification 1440 52 -1.89 -2.54 -1.30 1314.99 1.00 624 1428 40 12 TRUE 8.13
ovarian cancer RAS_12 SMO Any amplification 149 111 -0.86 -1.69 -0.06 1517.83 1.00 1368 144 106 5 TRUE 1.39
non-small cell lung cancer RAS_12 KMT2A Any amplification 1667 116 -0.43 -0.88 0.02 1121.33 1.00 4685 1645 94 22 FALSE 1.17
colorectal cancer RAS_12 JAK3 Any amplification 1267 73 0.07 -0.43 0.56 1532.05 1.00 2778 1242 48 25 TRUE 0.10
non-small cell lung cancer RAS_12 JAK3 Any amplification 1692 72 -0.62 -1.25 -0.04 1547.84 1.00 4769 1680 60 12 TRUE 1.36
uterine cancer RAS_12 JAK3 Any amplification 243 59 -1.28 -2.54 -0.31 1500.35 1.00 1545 241 57 2 TRUE 1.63
ovarian cancer RAS_12 JAK3 Any amplification 149 177 -0.98 -1.81 -0.30 1571.81 1.00 1304 142 170 7 TRUE 2.02
non-small cell lung cancer RAS_12 STAG2 Any amplification 1667 79 -0.33 -0.93 0.17 229.54 1.03 4716 1651 63 16 TRUE 0.63
colorectal cancer RAS_12 BRCA2 Any amplification 1263 809 0.10 -0.07 0.26 1528.67 1.00 2269 998 544 265 TRUE 0.63
pancreatic cancer RAS_12 BRCA2 Any amplification 1440 58 -1.44 -1.99 -0.93 1644.07 1.00 626 1420 38 20 TRUE 6.78
ovarian cancer RAS_12 NOTCH3 Any amplification 95 73 -2.42 -5.06 -0.61 1242.54 1.00 879 94 72 1 TRUE 1.44
non-small cell lung cancer RAS_12 FGFR3 Any amplification 1692 112 -0.15 -0.59 0.26 1356.87 1.00 4744 1665 85 27 TRUE 0.29
pancreatic cancer RAS_12 FGFR3 Any amplification 1440 58 -0.98 -1.53 -0.47 1475.66 1.00 632 1414 32 26 TRUE 3.73
uterine cancer RAS_12 FGFR3 Any amplification 243 63 -0.65 -1.55 0.15 1436.55 1.00 1544 238 58 5 TRUE 0.86
ovarian cancer RAS_12 FGFR3 Any amplification 149 91 -0.88 -1.87 0.01 1546.38 1.00 1387 145 87 4 TRUE 1.15
non-small cell lung cancer RAS_12 IGF1R Any amplification 1668 99 -0.39 -0.93 0.10 1574.13 1.00 4707 1648 79 20 TRUE 0.88
ovarian cancer RAS_12 IGF1R Any amplification 149 65 -1.69 -3.67 -0.28 1538.92 1.00 1410 148 64 1 TRUE 1.28
colorectal cancer RAS_12 KEAP1 Any amplification 1221 62 -0.01 -0.59 0.52 1351.99 1.00 2648 1200 41 21 FALSE 0.01
uterine cancer RAS_12 KEAP1 Any amplification 219 52 -1.95 -3.83 -0.59 1534.78 1.00 1421 218 51 1 FALSE 1.69
ovarian cancer RAS_12 KEAP1 Any amplification 127 116 -2.26 -4.07 -1.00 1467.49 1.00 1161 126 115 1 FALSE 2.27
colorectal cancer RAS_12 CDKN2A Any amplification 1267 121 0.05 -0.34 0.42 1579.42 1.00 2744 1228 82 39 TRUE 0.10
non-small cell lung cancer RAS_12 CDKN2A Any amplification 1692 62 0.29 -0.24 0.80 1306.10 1.00 4788 1671 41 21 TRUE 0.57
ovarian cancer RAS_12 CDKN2A Any amplification 149 101 -0.81 -1.76 0.00 1385.01 1.00 1377 145 97 4 TRUE 1.15
colorectal cancer RAS_12 IRS2 Any amplification 804 66 -0.06 -0.61 0.44 1095.72 1.00 1726 784 46 20 FALSE 0.08
colorectal cancer RAS_12 FANCA Any amplification 1263 116 0.19 -0.20 0.58 1317.16 1.00 2739 1221 74 42 TRUE 0.48
non-small cell lung cancer RAS_12 FANCA Any amplification 1668 81 -0.71 -1.35 -0.14 1595.68 1.00 4716 1657 70 11 TRUE 1.64
colorectal cancer RAS_12 IL7R Any amplification 1022 84 -0.08 -0.54 0.38 1622.79 1.00 2183 995 57 27 FALSE 0.14
cancer of unknown primary RAS_12 IL7R Any amplification 184 64 -1.12 -2.11 -0.28 1548.75 1.00 890 181 61 3 FALSE 1.81
non-small cell lung cancer RAS_12 IL7R Any amplification 1197 300 -0.34 -0.63 -0.06 1537.28 1.00 3291 1137 240 60 FALSE 1.73
ovarian cancer RAS_12 IL7R Any amplification 95 52 -1.08 -2.36 -0.15 1498.40 1.00 900 94 51 1 FALSE 1.22
colorectal cancer RAS_12 ERBB3 Any amplification 1263 81 0.14 -0.31 0.62 1406.56 1.00 2760 1235 53 28 TRUE 0.28
cancer of unknown primary RAS_12 ERBB3 Any amplification 239 67 0.48 -0.03 0.99 1452.10 1.00 1129 222 50 17 TRUE 1.12
non-small cell lung cancer RAS_12 ERBB3 Any amplification 1668 121 0.35 -0.04 0.73 1413.22 1.00 4706 1627 80 41 TRUE 1.18
pancreatic cancer RAS_12 ERBB3 Any amplification 1440 70 -0.76 -1.24 -0.31 1524.15 1.00 628 1406 36 34 TRUE 2.93
uterine cancer RAS_12 ERBB3 Any amplification 243 75 -0.21 -0.90 0.41 1210.59 1.00 1533 235 67 8 TRUE 0.27
ovarian cancer RAS_12 ERBB3 Any amplification 149 99 0.69 0.15 1.19 1521.54 1.00 1392 132 82 17 TRUE 1.99
non-small cell lung cancer RAS_12 ATM Any amplification 1692 114 -0.54 -1.05 -0.08 1310.43 1.00 4735 1672 94 20 TRUE 1.54
colorectal cancer RAS_12 RB1 Any amplification 1267 741 0.05 -0.13 0.21 1320.39 1.00 2321 1031 505 236 TRUE 0.24
pancreatic cancer RAS_12 RB1 Any amplification 1440 56 -1.38 -1.96 -0.86 1419.28 1.00 628 1420 36 20 TRUE 5.83
colorectal cancer RAS_12 KMT2D Any amplification 1262 76 0.28 -0.20 0.74 1631.23 1.00 2764 1234 48 28 FALSE 0.63
non-small cell lung cancer RAS_12 KMT2D Any amplification 1667 80 0.32 -0.13 0.76 1434.66 1.00 4725 1641 54 26 FALSE 0.81
ovarian cancer RAS_12 KMT2D Any amplification 149 64 0.98 0.38 1.57 1367.20 1.00 1424 135 50 14 FALSE 2.89
colorectal cancer RAS_12 TSC2 Any amplification 1263 101 0.28 -0.10 0.66 1512.69 1.00 2751 1224 62 39 TRUE 0.80
non-small cell lung cancer RAS_12 TSC2 Any amplification 1668 206 -0.55 -0.90 -0.18 1393.64 1.00 4614 1634 172 34 TRUE 2.57
ovarian cancer RAS_12 TSC2 Any amplification 149 65 -0.08 -0.90 0.62 1569.45 1.00 1415 143 59 6 TRUE 0.07
non-small cell lung cancer RAS_12 APC Any amplification 1691 112 -0.39 -0.84 0.06 1226.21 1.00 4732 1669 90 22 TRUE 0.99
colorectal cancer RAS_12 ERBB2 Any amplification 1267 224 -0.76 -1.11 -0.43 1568.83 1.00 2642 1227 184 40 TRUE 4.84
cancer of unknown primary RAS_12 ERBB2 Any amplification 239 82 -0.57 -1.22 0.03 1421.89 1.00 1107 230 73 9 TRUE 1.10
non-small cell lung cancer RAS_12 ERBB2 Any amplification 1692 281 -0.38 -0.68 -0.07 1249.64 1.00 4604 1636 225 56 TRUE 1.95
pancreatic cancer RAS_12 ERBB2 Any amplification 1440 76 -0.88 -1.33 -0.43 1435.08 1.00 624 1404 40 36 TRUE 3.80
uterine cancer RAS_12 ERBB2 Any amplification 243 120 -1.33 -2.25 -0.61 1382.11 1.00 1486 239 116 4 TRUE 2.92
ovarian cancer RAS_12 ERBB2 Any amplification 149 99 0.22 -0.41 0.83 1575.48 1.00 1388 136 86 13 TRUE 0.33
colorectal cancer RAS_12 CCND1 Any amplification 1263 81 -0.39 -0.86 0.07 1373.66 1.00 2752 1243 61 20 TRUE 0.98
cancer of unknown primary RAS_12 CCND1 Any amplification 239 83 -0.36 -1.00 0.20 1397.44 1.00 1108 228 72 11 TRUE 0.61
non-small cell lung cancer RAS_12 CCND1 Any amplification 1668 331 -0.32 -0.58 -0.06 1567.68 1.00 4523 1600 263 68 TRUE 1.81
ovarian cancer RAS_12 CCND1 Any amplification 149 89 -0.85 -1.80 -0.12 1397.83 1.00 1388 146 86 3 TRUE 1.30
colorectal cancer RAS_12 ARID2 Any amplification 1262 72 0.31 -0.15 0.77 1649.44 1.00 2768 1234 44 28 FALSE 0.75
cancer of unknown primary RAS_12 ARID2 Any amplification 238 55 0.65 0.08 1.18 1466.96 1.00 1138 222 39 16 FALSE 1.66
non-small cell lung cancer RAS_12 ARID2 Any amplification 1667 99 0.08 -0.32 0.48 1472.18 1.00 4707 1640 72 27 FALSE 0.15
uterine cancer RAS_12 ARID2 Any amplification 243 52 0.19 -0.50 0.79 1488.08 1.00 1555 235 44 8 FALSE 0.25
ovarian cancer RAS_12 ARID2 Any amplification 149 124 0.25 -0.29 0.75 1496.99 1.00 1364 135 110 14 FALSE 0.45
non-small cell lung cancer RAS_12 MTOR Any amplification 1668 75 -2.06 -3.27 -1.10 1521.73 1.00 4715 1664 71 4 TRUE 3.66
ovarian cancer RAS_12 MTOR Any amplification 149 63 -3.38 -7.54 -1.26 1457.44 1.00 1411 149 63 0 TRUE 1.46
colorectal cancer RAS_12 RFWD2 Any amplification 923 64 0.17 -0.34 0.65 1462.26 1.00 2084 901 42 22 FALSE 0.30
non-small cell lung cancer RAS_12 RFWD2 Any amplification 1387 297 0.45 0.19 0.69 1362.31 1.01 3870 1285 195 102 FALSE 3.37
uterine cancer RAS_12 RFWD2 Any amplification 210 113 0.15 -0.38 0.63 1515.89 1.00 1256 193 96 17 FALSE 0.26
ovarian cancer RAS_12 RFWD2 Any amplification 116 76 0.49 -0.14 1.10 1386.10 1.00 1102 105 65 11 FALSE 0.94
colorectal cancer RAS_12 NOTCH1 Any amplification 1267 95 -0.21 -0.65 0.22 1558.46 1.00 2757 1241 69 26 TRUE 0.45
non-small cell lung cancer RAS_12 NOTCH1 Any amplification 1692 64 -0.60 -1.26 -0.04 1524.67 1.00 4775 1682 54 10 TRUE 1.23
colorectal cancer RAS_12 NTRK1 Any amplification 1263 129 0.39 0.03 0.74 1440.31 1.00 2736 1211 77 52 TRUE 1.56
cancer of unknown primary RAS_12 NTRK1 Any amplification 238 123 0.36 -0.11 0.81 1569.56 1.00 1084 211 96 27 TRUE 0.94
non-small cell lung cancer RAS_12 NTRK1 Any amplification 1668 607 0.58 0.39 0.75 1408.26 1.00 4403 1444 383 224 TRUE 9.57
pancreatic cancer RAS_12 NTRK1 Any amplification 1440 82 0.06 -0.40 0.54 1154.44 1.00 639 1383 25 57 TRUE 0.09
uterine cancer RAS_12 NTRK1 Any amplification 243 198 0.14 -0.29 0.54 1296.51 1.00 1433 214 169 29 TRUE 0.30
ovarian cancer RAS_12 NTRK1 Any amplification 149 158 0.38 -0.10 0.83 1418.10 1.00 1336 129 138 20 TRUE 0.93
non-small cell lung cancer RAS_12 KIT Any amplification 1692 158 -0.56 -1.01 -0.16 1497.05 1.00 4698 1665 131 27 TRUE 2.01
non-small cell lung cancer RAS_12 KDR Any amplification 1692 145 -0.64 -1.09 -0.20 1508.49 1.00 4707 1669 122 23 TRUE 2.31
colorectal cancer RAS_12 RICTOR Any amplification 1023 89 0.04 -0.41 0.48 1608.12 1.00 2183 992 58 31 FALSE 0.07
cancer of unknown primary RAS_12 RICTOR Any amplification 184 60 -1.16 -2.45 -0.25 1489.94 1.00 895 182 58 2 FALSE 1.54
non-small cell lung cancer RAS_12 RICTOR Any amplification 1198 298 -0.32 -0.60 -0.04 1481.34 1.00 3300 1138 238 60 FALSE 1.58
non-small cell lung cancer RAS_12 CSF1R Any amplification 1338 67 -0.38 -1.03 0.22 1284.77 1.00 3848 1325 54 13 TRUE 0.63
colorectal cancer RAS_12 PARK2 Any amplification 1247 51 0.42 -0.18 0.98 1129.57 1.00 2751 1226 30 21 FALSE 0.78
colorectal cancer RAS_12 NTRK2 Any amplification 1263 66 0.10 -0.44 0.59 1076.83 1.00 2769 1241 44 22 FALSE 0.16
colorectal cancer RAS_12 PTCH1 Any amplification 1263 72 0.11 -0.41 0.59 1279.52 1.00 2765 1239 48 24 TRUE 0.17
uterine cancer RAS_12 FGFR2 Any amplification 243 92 0.14 -0.41 0.64 1457.03 1.00 1524 229 78 14 TRUE 0.22
ovarian cancer RAS_12 FGFR2 Any amplification 149 73 0.05 -0.61 0.65 1322.90 1.00 1408 142 66 7 TRUE 0.06
colorectal cancer RAS_12 HNF1A Any amplification 1246 61 0.22 -0.34 0.73 1299.62 1.00 2740 1225 40 21 TRUE 0.39
non-small cell lung cancer RAS_12 HNF1A Any amplification 1683 62 0.49 0.00 0.99 1498.86 1.00 4761 1660 39 23 TRUE 1.35
ovarian cancer RAS_12 HNF1A Any amplification 146 51 1.04 0.32 1.69 1590.02 1.00 1405 134 39 12 TRUE 2.60
non-small cell lung cancer RAS_12 DICER1 Any amplification 1658 132 -1.04 -1.58 -0.52 1282.67 1.00 4633 1643 117 15 TRUE 3.85
non-small cell lung cancer RAS_12 NTRK3 Any amplification 1668 91 -0.11 -0.60 0.35 1481.47 1.00 4717 1646 69 22 FALSE 0.19
colorectal cancer RAS_12 PALB2 Any amplification 1263 110 0.07 -0.32 0.48 1406.46 1.00 2742 1224 71 39 TRUE 0.14
non-small cell lung cancer RAS_12 PALB2 Any amplification 1668 186 -0.44 -0.85 -0.07 1234.41 1.00 4632 1636 154 32 TRUE 1.57
colorectal cancer RAS_12 CDH1 Any amplification 1266 112 0.20 -0.22 0.58 1415.17 1.00 2754 1225 71 41 TRUE 0.47
non-small cell lung cancer RAS_12 CDH1 Any amplification 1691 109 -1.23 -1.91 -0.65 1575.83 1.00 4722 1682 100 9 TRUE 3.63
colorectal cancer RAS_12 CDK12 Any amplification 1023 112 -0.67 -1.17 -0.23 1447.15 1.00 2149 1003 92 20 FALSE 2.23
non-small cell lung cancer RAS_12 CDK12 Any amplification 1198 106 -0.21 -0.67 0.24 1406.42 1.00 3457 1173 81 25 FALSE 0.44
colorectal cancer RAS_12 BRD4 Any amplification 1241 67 0.17 -0.36 0.67 1303.37 1.00 2724 1216 42 25 FALSE 0.28
non-small cell lung cancer RAS_12 BRD4 Any amplification 1658 52 -1.08 -2.01 -0.30 1617.91 1.00 4704 1652 46 6 FALSE 1.96
uterine cancer RAS_12 BRD4 Any amplification 242 70 -1.63 -2.93 -0.57 1325.75 1.00 1521 240 68 2 FALSE 2.13
ovarian cancer RAS_12 BRD4 Any amplification 146 173 -2.07 -3.37 -1.06 1339.92 1.00 1273 144 171 2 FALSE 3.17
colorectal cancer RAS_12 ASXL1 Any amplification 1262 1033 -0.43 -0.58 -0.27 1466.47 1.00 2031 1010 781 252 TRUE 6.97
cancer of unknown primary RAS_12 ASXL1 Any amplification 238 108 -0.68 -1.30 -0.10 1351.77 1.00 1081 227 97 11 TRUE 1.56
non-small cell lung cancer RAS_12 ASXL1 Any amplification 1667 238 -0.69 -1.05 -0.34 1432.48 1.00 4578 1630 201 37 TRUE 3.82
pancreatic cancer RAS_12 ASXL1 Any amplification 1435 63 -0.97 -1.42 -0.49 1665.10 1.00 629 1406 34 29 TRUE 4.41
uterine cancer RAS_12 ASXL1 Any amplification 243 102 -1.12 -1.97 -0.33 1387.64 1.00 1504 238 97 5 TRUE 2.07
ovarian cancer RAS_12 ASXL1 Any amplification 149 224 -0.89 -1.57 -0.30 1443.37 1.00 1260 139 214 10 TRUE 2.20
non-small cell lung cancer RAS_12 EP300 Any amplification 1667 89 -0.84 -1.47 -0.26 1434.33 1.00 4702 1655 77 12 TRUE 2.14
colorectal cancer RAS_12 ERBB4 Any amplification 1267 57 -0.43 -1.02 0.14 1559.92 1.00 2782 1254 44 13 TRUE 0.83
non-small cell lung cancer RAS_12 ERBB4 Any amplification 1692 73 0.00 -0.51 0.51 1232.74 1.00 4776 1672 53 20 TRUE 0.00
ovarian cancer RAS_12 ERBB4 Any amplification 149 83 -0.46 -1.36 0.28 1126.30 1.00 1396 144 78 5 TRUE 0.56
colorectal cancer RAS_12 RECQL4 Any amplification 1100 564 -0.35 -0.56 -0.15 1418.74 1.00 2047 960 424 140 TRUE 3.00
cancer of unknown primary RAS_12 RECQL4 Any amplification 223 145 -0.18 -0.67 0.27 1556.46 1.00 951 201 123 22 TRUE 0.36
non-small cell lung cancer RAS_12 RECQL4 Any amplification 1501 533 0.21 0.03 0.40 1554.01 1.00 3852 1340 372 161 TRUE 1.57
pancreatic cancer RAS_12 RECQL4 Any amplification 1365 96 -0.07 -0.49 0.35 1460.46 1.00 574 1299 30 66 TRUE 0.13
uterine cancer RAS_12 RECQL4 Any amplification 214 119 -0.73 -1.44 -0.12 1162.80 1.00 1321 206 111 8 TRUE 1.53
ovarian cancer RAS_12 RECQL4 Any amplification 116 316 -0.48 -0.95 0.02 1256.54 1.00 896 96 296 20 TRUE 1.27
colorectal cancer RAS_12 ERCC5 Any amplification 1141 720 0.12 -0.05 0.28 1478.20 1.00 2109 906 485 235 TRUE 0.80
non-small cell lung cancer RAS_12 ERCC5 Any amplification 1621 87 -0.11 -0.64 0.37 1469.61 1.00 4543 1599 65 22 TRUE 0.18
pancreatic cancer RAS_12 ERCC5 Any amplification 1385 56 -1.33 -1.87 -0.80 1534.22 1.00 589 1364 35 21 TRUE 6.04
ovarian cancer RAS_12 ERCC5 Any amplification 138 70 -1.68 -3.49 -0.38 1386.02 1.00 1321 137 69 1 TRUE 1.51
colorectal cancer RAS_12 BRCA1 Any amplification 1263 88 -0.56 -1.13 -0.05 1211.58 1.00 2741 1247 72 16 TRUE 1.41
non-small cell lung cancer RAS_12 BRCA1 Any amplification 1668 173 0.01 -0.34 0.37 1515.91 1.00 4661 1620 125 48 TRUE 0.02
colorectal cancer RAS_12 TSC1 Any amplification 1263 81 -0.05 -0.50 0.42 1550.16 1.00 2757 1238 56 25 TRUE 0.07
non-small cell lung cancer RAS_12 TSC1 Any amplification 1668 56 -0.54 -1.20 0.04 1377.09 1.00 4739 1659 47 9 TRUE 1.00
non-small cell lung cancer RAS_12 FLCN Any amplification 1658 53 -0.11 -0.75 0.48 1437.11 1.00 4710 1645 40 13 TRUE 0.14
colorectal cancer RAS_12 NF1 Any amplification 1263 101 -0.47 -0.94 -0.04 1364.08 1.00 2732 1243 81 20 TRUE 1.38
non-small cell lung cancer RAS_12 NF1 Any amplification 1668 173 -0.12 -0.47 0.22 1241.84 1.00 4657 1624 129 44 TRUE 0.30
colorectal cancer RAS_12 FLT1 Any amplification 1262 903 0.11 -0.05 0.27 1517.95 1.00 2206 965 606 297 FALSE 0.78
pancreatic cancer RAS_12 FLT1 Any amplification 1435 53 -1.37 -1.97 -0.81 1441.46 1.00 629 1416 34 19 FALSE 5.47
non-small cell lung cancer RAS_12 RPTOR Any amplification 1197 91 0.26 -0.18 0.70 1383.48 1.00 3468 1169 63 28 FALSE 0.61
colorectal cancer RAS_12 IDH1 Any amplification 1267 66 -0.52 -1.12 0.02 1336.03 1.00 2774 1253 52 14 TRUE 1.15
non-small cell lung cancer RAS_12 IDH1 Any amplification 1692 75 -0.18 -0.70 0.35 1606.63 1.00 4772 1674 57 18 TRUE 0.30
ovarian cancer RAS_12 IDH1 Any amplification 149 62 -0.43 -1.34 0.36 1455.39 1.00 1416 145 58 4 TRUE 0.48
non-small cell lung cancer RAS_12 EPHA5 Any amplification 1433 58 -0.68 -1.50 0.03 634.50 1.00 4187 1424 49 9 FALSE 1.11
colorectal cancer RAS_12 GNAS Any amplification 1267 982 -0.32 -0.48 -0.16 1433.01 1.00 2099 1012 727 255 TRUE 3.93
cancer of unknown primary RAS_12 GNAS Any amplification 239 109 -0.77 -1.43 -0.22 1737.24 1.00 1080 229 99 10 TRUE 1.90
non-small cell lung cancer RAS_12 GNAS Any amplification 1692 306 -0.51 -0.81 -0.22 1304.29 1.00 4578 1637 251 55 TRUE 3.14
pancreatic cancer RAS_12 GNAS Any amplification 1440 88 -0.77 -1.17 -0.34 1339.75 1.00 621 1395 43 45 TRUE 3.54
uterine cancer RAS_12 GNAS Any amplification 243 101 -0.77 -1.55 -0.09 1493.62 1.00 1506 236 94 7 TRUE 1.42
ovarian cancer RAS_12 GNAS Any amplification 149 250 -0.81 -1.42 -0.28 1354.65 1.00 1236 137 238 12 TRUE 2.24
colorectal cancer RAS_12 SF3B1 Any amplification 1263 74 -0.36 -0.91 0.18 1445.97 1.00 2757 1245 56 18 TRUE 0.72
non-small cell lung cancer RAS_12 SF3B1 Any amplification 1668 91 0.07 -0.38 0.52 1588.89 1.00 4721 1642 65 26 TRUE 0.12
ovarian cancer RAS_12 SF3B1 Any amplification 149 82 -0.64 -1.59 0.16 1376.26 1.00 1396 145 78 4 TRUE 0.85
non-small cell lung cancer RAS_12 ROS1 Any amplification 1668 63 -2.13 -3.47 -1.05 1285.48 1.01 4726 1665 60 3 TRUE 3.26
colorectal cancer RAS_12 FLT3 Any amplification 1267 922 0.09 -0.07 0.24 1504.49 1.00 2204 967 622 300 TRUE 0.56
pancreatic cancer RAS_12 FLT3 Any amplification 1440 52 -1.44 -2.00 -0.89 1298.26 1.00 630 1422 34 18 TRUE 6.01
non-small cell lung cancer RAS_12 MSH2 Any amplification 1668 129 -0.33 -0.77 0.10 1334.97 1.00 4684 1641 102 27 TRUE 0.87
uterine cancer RAS_12 MSH2 Any amplification 243 70 -0.06 -0.75 0.60 1572.96 1.00 1542 233 60 10 TRUE 0.07
ovarian cancer RAS_12 MSH2 Any amplification 149 113 -0.87 -1.81 -0.10 1516.73 1.00 1365 145 109 4 TRUE 1.34
colorectal cancer RAS_12 DIS3 Any amplification 1262 762 0.09 -0.08 0.26 1586.94 1.00 2299 1013 513 249 FALSE 0.55
non-small cell lung cancer RAS_12 DIS3 Any amplification 1667 82 -0.08 -0.59 0.42 1547.28 1.00 4718 1646 61 21 FALSE 0.12
pancreatic cancer RAS_12 DIS3 Any amplification 1435 53 -1.29 -1.82 -0.74 1251.59 1.00 630 1415 33 20 FALSE 5.28
ovarian cancer RAS_12 DIS3 Any amplification 149 53 -1.47 -3.31 -0.16 1611.73 1.00 1422 148 52 1 FALSE 1.24
colorectal cancer RAS_12 AXL Any amplification 1263 98 -0.07 -0.48 0.36 1226.99 1.00 2745 1233 68 30 FALSE 0.12
cancer of unknown primary RAS_12 AXL Any amplification 238 68 0.41 -0.17 0.94 1584.91 1.00 1129 221 51 17 FALSE 0.84
non-small cell lung cancer RAS_12 AXL Any amplification 1668 165 -0.47 -0.87 -0.12 1404.47 1.00 4651 1638 135 30 FALSE 1.83
pancreatic cancer RAS_12 AXL Any amplification 1440 65 -0.30 -0.76 0.15 1490.66 1.00 639 1400 25 40 FALSE 0.66
uterine cancer RAS_12 AXL Any amplification 243 56 -0.82 -1.90 0.09 1486.44 1.00 1549 240 53 3 FALSE 1.04
ovarian cancer RAS_12 AXL Any amplification 149 82 -0.46 -1.34 0.26 1675.60 1.00 1397 144 77 5 FALSE 0.57
non-small cell lung cancer RAS_12 DAXX Any amplification 1197 78 -0.08 -0.58 0.44 665.44 1.00 3472 1178 59 19 TRUE 0.11
colorectal cancer RAS_12 EGFR Any amplification 1267 540 -0.38 -0.59 -0.19 1365.68 1.00 2417 1136 409 131 TRUE 3.71
cancer of unknown primary RAS_12 EGFR Any amplification 239 143 -0.70 -1.29 -0.17 1487.11 1.00 1051 225 129 14 TRUE 1.83
non-small cell lung cancer RAS_12 EGFR Any amplification 1692 848 -1.02 -1.24 -0.81 1474.60 1.00 4085 1588 744 104 TRUE 20.27
pancreatic cancer RAS_12 EGFR Any amplification 1440 81 -0.88 -1.32 -0.45 1551.46 1.00 622 1401 42 39 TRUE 4.10
ovarian cancer RAS_12 EGFR Any amplification 149 56 -0.08 -0.98 0.67 1227.31 1.00 1424 143 50 6 TRUE 0.07
colorectal cancer RAS_12 ARID1B Any amplification 1247 55 0.40 -0.14 0.97 774.61 1.00 2748 1225 33 22 TRUE 0.83
cancer of unknown primary RAS_12 NKX2-1 Any amplification 239 60 -0.29 -1.06 0.36 1278.04 1.00 1126 231 52 8 TRUE 0.38
non-small cell lung cancer RAS_12 NKX2-1 Any amplification 1667 790 0.03 -0.15 0.20 1438.83 1.00 4197 1459 582 208 TRUE 0.12
colorectal cancer RAS_12 WT1 Any amplification 1262 61 0.16 -0.37 0.68 1406.94 1.00 2773 1240 39 22 TRUE 0.27
non-small cell lung cancer RAS_12 WT1 Any amplification 1667 84 -0.40 -0.98 0.12 1517.56 1.00 4711 1651 68 16 TRUE 0.85
ovarian cancer RAS_12 WT1 Any amplification 149 124 -0.18 -0.91 0.46 1460.40 1.00 1360 139 114 10 TRUE 0.22
colorectal cancer RAS_12 MET Any amplification 1267 442 0.00 -0.23 0.22 1367.98 1.00 2521 1130 305 137 TRUE 0.01
cancer of unknown primary RAS_12 MET Any amplification 239 108 -0.73 -1.40 -0.14 1513.67 1.00 1082 229 98 10 TRUE 1.63
non-small cell lung cancer RAS_12 MET Any amplification 1692 545 -0.63 -0.86 -0.40 1176.42 1.00 4373 1603 456 89 TRUE 7.36
pancreatic cancer RAS_12 MET Any amplification 1440 82 -1.17 -1.61 -0.75 1326.79 1.00 615 1407 49 33 TRUE 6.69
uterine cancer RAS_12 MET Any amplification 243 55 -0.09 -0.84 0.61 1544.39 1.00 1555 235 47 8 TRUE 0.09
ovarian cancer RAS_12 MET Any amplification 149 119 -0.43 -1.12 0.21 1663.54 1.00 1363 141 111 8 TRUE 0.67
colorectal cancer RAS_12 PMS1 Any amplification 1141 60 -0.25 -0.85 0.27 1457.76 1.00 2550 1125 44 16 TRUE 0.43
non-small cell lung cancer RAS_12 PMS1 Any amplification 1621 96 -0.15 -0.62 0.31 1568.38 1.00 4535 1598 73 23 TRUE 0.27
ovarian cancer RAS_12 PMS1 Any amplification 138 87 -0.67 -1.62 0.14 1294.05 1.00 1307 134 83 4 TRUE 0.88
non-small cell lung cancer RAS_12 MEN1 Any amplification 1667 79 -0.26 -0.81 0.26 1465.40 1.00 4717 1650 62 17 TRUE 0.45
colorectal cancer RAS_12 BRAF Any amplification 1267 357 -0.09 -0.32 0.14 1501.94 1.00 2575 1161 251 106 TRUE 0.32
cancer of unknown primary RAS_12 BRAF Any amplification 239 81 -0.36 -1.03 0.25 1555.73 1.00 1110 228 70 11 TRUE 0.58
non-small cell lung cancer RAS_12 BRAF Any amplification 1692 372 -0.54 -0.81 -0.28 1518.56 1.00 4522 1627 307 65 TRUE 4.08
pancreatic cancer RAS_12 BRAF Any amplification 1440 59 -1.70 -2.25 -1.16 1475.23 1.00 621 1424 43 16 TRUE 9.17
uterine cancer RAS_12 BRAF Any amplification 243 52 -0.34 -1.18 0.42 1450.12 1.00 1556 237 46 6 TRUE 0.40
ovarian cancer RAS_12 BRAF Any amplification 149 156 -1.12 -1.99 -0.37 1488.69 1.00 1323 144 151 5 TRUE 2.21
non-small cell lung cancer RAS_12 PDGFRB Any amplification 1668 128 -0.43 -0.88 0.00 1655.11 1.00 4682 1644 104 24 TRUE 1.25
ovarian cancer RAS_12 PDGFRB Any amplification 149 51 -0.30 -1.35 0.56 1426.12 1.00 1427 145 47 4 TRUE 0.27
colorectal cancer RAS_12 CARD11 Any amplification 1262 512 -0.26 -0.47 -0.05 1394.83 1.00 2435 1127 377 135 FALSE 1.84
cancer of unknown primary RAS_12 CARD11 Any amplification 238 113 -0.13 -0.67 0.37 1302.67 1.00 1082 220 95 18 FALSE 0.20
non-small cell lung cancer RAS_12 CARD11 Any amplification 1667 573 -0.47 -0.68 -0.25 1388.31 1.00 4312 1561 467 106 FALSE 4.65
pancreatic cancer RAS_12 CARD11 Any amplification 1435 95 -0.64 -1.03 -0.24 1218.03 1.00 619 1384 44 51 FALSE 2.69
ovarian cancer RAS_12 CARD11 Any amplification 149 58 -0.03 -0.88 0.73 1540.23 1.00 1422 143 52 6 FALSE 0.03
cancer of unknown primary RAS_12 DNMT3A Any amplification 239 51 -0.18 -0.86 0.44 1553.34 1.00 1135 231 43 8 TRUE 0.23
non-small cell lung cancer RAS_12 DNMT3A Any amplification 1667 124 -0.36 -0.80 0.06 1434.66 1.00 4680 1642 99 25 TRUE 1.03
uterine cancer RAS_12 DNMT3A Any amplification 243 75 -0.03 -0.65 0.53 1543.95 1.00 1537 232 64 11 TRUE 0.04
ovarian cancer RAS_12 DNMT3A Any amplification 149 91 -0.57 -1.38 0.10 1513.67 1.00 1387 145 87 4 TRUE 0.90
cancer of unknown primary RAS_12 MSH6 Any amplification 238 51 -0.41 -1.12 0.29 1521.54 1.00 1135 232 45 6 TRUE 0.59
non-small cell lung cancer RAS_12 MSH6 Any amplification 1668 128 -0.26 -0.68 0.14 1579.79 1.00 4686 1640 100 28 TRUE 0.70
uterine cancer RAS_12 MSH6 Any amplification 243 64 0.01 -0.64 0.65 1373.06 1.00 1548 233 54 10 TRUE 0.01
ovarian cancer RAS_12 MSH6 Any amplification 149 110 -0.62 -1.41 0.05 1419.83 1.00 1369 144 105 5 TRUE 0.99
non-small cell lung cancer RAS_12 MAX Any amplification 1152 67 -1.16 -2.03 -0.44 1400.17 1.00 3307 1145 60 7 FALSE 2.36
colorectal cancer RAS_12 NFE2L2 Any amplification 1263 60 -0.34 -0.91 0.19 1345.36 1.00 2768 1248 45 15 FALSE 0.64
non-small cell lung cancer RAS_12 NFE2L2 Any amplification 1668 109 -0.24 -0.69 0.19 1492.75 1.00 4701 1644 85 24 FALSE 0.55
ovarian cancer RAS_12 NFE2L2 Any amplification 149 100 -0.47 -1.30 0.26 1450.22 1.00 1380 143 94 6 FALSE 0.63
non-small cell lung cancer RAS_12 SPOP Any amplification 1198 68 0.41 -0.10 0.90 948.00 1.00 3493 1175 45 23 FALSE 0.95
colorectal cancer RAS_12 SOX9 Any amplification 1241 200 -0.22 -0.54 0.07 1396.32 1.00 2620 1187 146 54 FALSE 0.79
cancer of unknown primary RAS_12 SOX9 Any amplification 238 86 -0.31 -0.93 0.26 1541.57 1.00 1094 226 74 12 FALSE 0.50
non-small cell lung cancer RAS_12 SOX9 Any amplification 1658 257 0.15 -0.12 0.41 1466.19 1.00 4568 1583 182 75 FALSE 0.58
pancreatic cancer RAS_12 SOX9 Any amplification 1430 57 -1.25 -1.80 -0.75 1331.08 1.00 622 1409 36 21 FALSE 5.50
uterine cancer RAS_12 SOX9 Any amplification 242 51 -0.85 -1.85 0.06 1407.69 1.00 1536 239 48 3 FALSE 1.08
ovarian cancer RAS_12 SOX9 Any amplification 146 87 -0.59 -1.51 0.20 1540.70 1.00 1362 141 82 5 FALSE 0.78
colorectal cancer RAS_12 ETV1 Any amplification 1262 531 -0.23 -0.43 -0.02 1465.28 1.00 2424 1119 388 143 TRUE 1.53
cancer of unknown primary RAS_12 ETV1 Any amplification 238 118 -0.17 -0.66 0.33 1674.08 1.00 1078 220 100 18 TRUE 0.29
non-small cell lung cancer RAS_12 ETV1 Any amplification 1667 611 -0.50 -0.73 -0.29 1348.56 1.00 4278 1557 501 110 TRUE 5.25
pancreatic cancer RAS_12 ETV1 Any amplification 1435 99 -0.76 -1.17 -0.38 1645.01 1.00 613 1385 49 50 TRUE 3.77
ovarian cancer RAS_12 ETV1 Any amplification 149 52 0.23 -0.62 0.95 1139.59 1.01 1429 142 45 7 TRUE 0.25
colorectal cancer RAS_12 JAK2 Any amplification 1267 112 0.07 -0.34 0.46 1499.81 1.00 2751 1230 75 37 TRUE 0.13
non-small cell lung cancer RAS_12 JAK2 Any amplification 1692 115 0.01 -0.42 0.41 1368.01 1.00 4745 1661 84 31 TRUE 0.01
ovarian cancer RAS_12 JAK2 Any amplification 149 76 -0.70 -1.72 0.13 1456.21 1.00 1401 146 73 3 TRUE 0.83
colorectal cancer RAS_12 DNMT3B Any amplification 683 86 -1.71 -2.52 -0.96 1478.60 1.00 1475 676 79 7 FALSE 4.58
colorectal cancer RAS_12 FGFR1 Any amplification 1267 270 -0.50 -0.78 -0.22 1257.02 1.00 2615 1208 211 59 TRUE 3.18
cancer of unknown primary RAS_12 FGFR1 Any amplification 239 87 -0.94 -1.77 -0.26 1370.54 1.00 1099 233 81 6 TRUE 1.82
non-small cell lung cancer RAS_12 FGFR1 Any amplification 1692 302 -0.74 -1.07 -0.42 1496.28 1.00 4571 1648 258 44 TRUE 5.19
pancreatic cancer RAS_12 FGFR1 Any amplification 1440 60 -0.03 -0.53 0.50 1388.29 1.00 646 1398 18 42 TRUE 0.04
uterine cancer RAS_12 FGFR1 Any amplification 243 102 -0.62 -1.34 -0.01 1465.84 1.00 1508 235 94 8 TRUE 1.19
ovarian cancer RAS_12 FGFR1 Any amplification 149 130 0.16 -0.43 0.70 1471.09 1.00 1359 134 115 15 TRUE 0.24
non-small cell lung cancer RAS_12 SH2B3 Any amplification 1600 56 0.44 -0.14 0.98 1183.05 1.00 4434 1580 36 20 FALSE 0.92
colorectal cancer RAS_12 GLI1 Any amplification 1182 62 0.24 -0.25 0.71 1463.76 1.00 2577 1159 39 23 FALSE 0.45
cancer of unknown primary RAS_12 GLI1 Any amplification 231 67 0.64 0.11 1.19 1459.69 1.00 1084 212 48 19 FALSE 1.72
non-small cell lung cancer RAS_12 GLI1 Any amplification 1591 176 -0.30 -0.67 0.06 1334.38 1.00 4302 1554 139 37 FALSE 0.95
pancreatic cancer RAS_12 GLI1 Any amplification 1415 61 -0.62 -1.12 -0.10 1297.91 1.00 606 1383 29 32 FALSE 1.80
ovarian cancer RAS_12 GLI1 Any amplification 136 66 0.72 0.07 1.34 1493.86 1.00 1307 124 54 12 FALSE 1.59
uterine cancer RAS_12 TCF7L2 Any amplification 226 76 0.36 -0.23 0.87 1673.29 1.00 1391 212 62 14 FALSE 0.70
ovarian cancer RAS_12 TCF7L2 Any amplification 128 51 0.30 -0.45 0.96 1614.13 1.00 1262 122 45 6 FALSE 0.39
colorectal cancer RAS_12 NCOA3 Any amplification 624 69 -1.64 -2.65 -0.85 1150.40 1.00 1341 618 63 6 TRUE 3.63
non-small cell lung cancer RAS_12 SLX4 Any amplification 713 90 -0.61 -1.21 -0.10 894.51 1.00 1899 698 75 15 FALSE 1.53
cancer of unknown primary KRAS_12 ATR Any amplification 177 52 -1.21 -2.14 -0.27 1446.12 1.00 912 174 49 3 FALSE 1.93
non-small cell lung cancer KRAS_12 ATR Any amplification 1193 100 -1.11 -1.74 -0.51 1399.75 1.00 3454 1182 89 11 FALSE 3.37
ovarian cancer KRAS_12 ATR Any amplification 94 65 -1.21 -2.33 -0.26 1600.63 1.00 889 92 63 2 FALSE 1.70
non-small cell lung cancer KRAS_12 PDGFRA Any amplification 1684 133 -0.89 -1.40 -0.41 1232.16 1.00 4721 1667 116 17 TRUE 3.26
non-small cell lung cancer KRAS_12 FBXW7 Any amplification 1684 77 -1.00 -1.77 -0.34 832.14 1.00 4769 1675 68 9 TRUE 2.14
non-small cell lung cancer KRAS_12 MAP3K1 Any amplification 1660 149 -0.26 -0.65 0.10 1338.39 1.00 4669 1628 117 32 FALSE 0.75
non-small cell lung cancer KRAS_12 NSD1 Any amplification 1193 85 -0.41 -1.03 0.14 1042.03 1.00 3466 1177 69 16 FALSE 0.79
non-small cell lung cancer KRAS_12 FLT4 Any amplification 1660 187 -0.43 -0.80 -0.09 1511.11 1.00 4634 1625 152 35 TRUE 1.69
ovarian cancer KRAS_12 FLT4 Any amplification 147 64 -0.48 -1.47 0.35 1249.95 1.00 1416 143 60 4 TRUE 0.52
colorectal cancer KRAS_12 PTPRD Any amplification 948 56 0.05 -0.48 0.54 1481.16 1.00 2191 931 39 17 FALSE 0.07
non-small cell lung cancer KRAS_12 PTPRD Any amplification 1299 55 0.05 -0.47 0.56 1506.05 1.00 3792 1284 40 15 FALSE 0.08
non-small cell lung cancer KRAS_12 RET Any amplification 1684 83 0.24 -0.20 0.66 1574.39 1.00 4780 1658 57 26 TRUE 0.54
uterine cancer KRAS_12 RET Any amplification 226 76 0.39 -0.20 0.94 1404.32 1.00 1556 213 63 13 TRUE 0.72
ovarian cancer KRAS_12 RET Any amplification 147 51 0.40 -0.35 1.09 1575.82 1.00 1432 140 44 7 TRUE 0.55
colorectal cancer KRAS_12 KDM5A Any amplification 976 122 0.40 0.01 0.76 1287.76 1.00 2212 928 74 48 FALSE 1.43
cancer of unknown primary KRAS_12 KDM5A Any amplification 177 56 0.21 -0.48 0.80 1482.81 1.00 914 166 45 11 FALSE 0.28
non-small cell lung cancer KRAS_12 KDM5A Any amplification 1193 136 0.01 -0.38 0.38 1445.78 1.00 3434 1158 101 35 FALSE 0.01
pancreatic cancer KRAS_12 KDM5A Any amplification 1267 66 -0.35 -0.81 0.15 1214.61 1.00 533 1227 26 40 FALSE 0.83
ovarian cancer KRAS_12 KDM5A Any amplification 94 101 -0.45 -1.25 0.27 1648.94 1.00 857 88 95 6 FALSE 0.59
non-small cell lung cancer KRAS_12 TSHR Any amplification 1193 53 -1.90 -3.24 -0.79 1516.10 1.00 3485 1190 50 3 TRUE 2.70
colorectal cancer KRAS_12 CREBBP Any amplification 1209 97 0.12 -0.34 0.57 1415.73 1.00 2804 1175 63 34 TRUE 0.22
non-small cell lung cancer KRAS_12 CREBBP Any amplification 1660 205 -0.52 -0.92 -0.12 744.17 1.00 4622 1627 172 33 TRUE 2.00
colorectal cancer KRAS_12 BRIP1 Any amplification 1208 92 -0.74 -1.28 -0.22 1540.68 1.00 2790 1192 76 16 TRUE 2.23
cancer of unknown primary KRAS_12 BRIP1 Any amplification 229 71 -0.77 -1.61 0.01 1436.04 1.00 1121 223 65 6 TRUE 1.23
non-small cell lung cancer KRAS_12 BRIP1 Any amplification 1660 240 0.02 -0.27 0.31 1567.60 1.00 4610 1596 176 64 TRUE 0.05
pancreatic cancer KRAS_12 BRIP1 Any amplification 1433 58 -1.28 -1.87 -0.76 1619.61 1.00 628 1412 37 21 TRUE 5.35
ovarian cancer KRAS_12 BRIP1 Any amplification 147 62 -0.32 -1.26 0.48 1502.91 1.00 1419 142 57 5 TRUE 0.34
colorectal cancer KRAS_12 AXIN2 Any amplification 862 94 0.16 -0.22 0.56 1321.09 1.00 1997 832 64 30 TRUE 0.38
non-small cell lung cancer KRAS_12 AXIN2 Any amplification 1148 87 0.22 -0.22 0.63 1426.26 1.00 3303 1121 60 27 TRUE 0.50
colorectal cancer KRAS_12 SMARCA4 Any amplification 1209 81 0.13 -0.34 0.57 1477.44 1.00 2814 1181 53 28 FALSE 0.24
uterine cancer KRAS_12 SMARCA4 Any amplification 226 74 -1.44 -2.75 -0.45 1452.10 1.00 1545 224 72 2 FALSE 1.84
ovarian cancer KRAS_12 SMARCA4 Any amplification 147 148 -1.10 -2.03 -0.34 1263.88 1.00 1333 142 143 5 FALSE 1.92
colorectal cancer KRAS_12 PTPRT Any amplification 696 71 -2.98 -4.59 -1.67 435.62 1.01 1582 694 69 2 FALSE 4.00
colorectal cancer KRAS_12 BLM Any amplification 1208 60 -0.41 -0.97 0.18 1471.31 1.00 2820 1194 46 14 TRUE 0.79
non-small cell lung cancer KRAS_12 BLM Any amplification 1660 97 -0.30 -0.81 0.15 1589.73 1.00 4710 1639 76 21 TRUE 0.68
ovarian cancer KRAS_12 BLM Any amplification 147 79 -1.49 -2.98 -0.35 1505.66 1.00 1398 146 78 1 TRUE 1.55
colorectal cancer KRAS_12 PIK3CA Any amplification 1213 72 0.43 -0.04 0.91 1298.29 1.00 2838 1183 42 30 TRUE 1.09
cancer of unknown primary KRAS_12 PIK3CA Any amplification 230 129 -1.02 -1.73 -0.38 1534.18 1.00 1069 221 120 9 TRUE 2.56
non-small cell lung cancer KRAS_12 PIK3CA Any amplification 1684 434 -1.50 -1.87 -1.15 1489.89 1.00 4436 1651 401 33 TRUE 15.47
pancreatic cancer KRAS_12 PIK3CA Any amplification 1438 55 -0.28 -0.81 0.24 1440.38 1.00 646 1403 20 35 TRUE 0.53
uterine cancer KRAS_12 PIK3CA Any amplification 226 115 -1.17 -2.10 -0.38 1390.89 1.00 1509 221 110 5 TRUE 2.09
ovarian cancer KRAS_12 PIK3CA Any amplification 147 347 -1.38 -2.02 -0.76 1639.26 1.00 1139 137 337 10 TRUE 4.90
non-small cell lung cancer KRAS_12 GATA3 Any amplification 1660 65 0.38 -0.12 0.89 1381.95 1.00 4744 1637 42 23 FALSE 0.85
uterine cancer KRAS_12 GATA3 Any amplification 226 75 0.29 -0.34 0.88 1501.09 1.00 1553 214 63 12 FALSE 0.45
ovarian cancer KRAS_12 GATA3 Any amplification 147 76 0.03 -0.76 0.67 1300.03 1.00 1407 140 69 7 FALSE 0.03
colorectal cancer KRAS_12 ESR1 Any amplification 1209 57 0.07 -0.48 0.61 1478.81 1.00 2829 1190 38 19 TRUE 0.10
uterine cancer KRAS_12 ESR1 Any amplification 226 63 -0.30 -1.12 0.48 1502.03 1.00 1562 220 57 6 TRUE 0.35
ovarian cancer KRAS_12 ESR1 Any amplification 147 64 -0.39 -1.35 0.41 1387.17 1.00 1416 143 60 4 TRUE 0.42
cancer of unknown primary KRAS_12 ALK Any amplification 230 53 -0.06 -0.74 0.58 1725.56 1.00 1145 221 44 9 TRUE 0.07
non-small cell lung cancer KRAS_12 ALK Any amplification 1684 134 -0.34 -0.75 0.05 1525.08 1.00 4730 1657 107 27 TRUE 1.06
uterine cancer KRAS_12 ALK Any amplification 226 71 0.01 -0.62 0.60 1511.83 1.00 1558 216 61 10 TRUE 0.01
ovarian cancer KRAS_12 ALK Any amplification 147 108 -0.54 -1.27 0.13 1274.59 1.00 1373 142 103 5 TRUE 0.90
colorectal cancer KRAS_12 RNF43 Any amplification 977 101 0.04 -0.40 0.48 1431.31 1.00 2216 947 71 30 TRUE 0.07
non-small cell lung cancer KRAS_12 RNF43 Any amplification 1193 73 0.35 -0.13 0.84 1511.44 1.00 3495 1168 48 25 TRUE 0.84
non-small cell lung cancer KRAS_12 U2AF1 Any amplification 1652 95 -0.69 -1.26 -0.14 1344.94 1.00 4684 1637 80 15 FALSE 1.75
ovarian cancer KRAS_12 U2AF1 Any amplification 144 64 -1.16 -2.62 -0.09 1466.46 1.00 1384 142 62 2 FALSE 1.13
colorectal cancer KRAS_12 LATS2 Any amplification 696 61 0.36 -0.16 0.91 1178.30 1.00 1613 673 38 23 FALSE 0.74
uterine cancer KRAS_12 PTEN Any amplification 226 70 0.49 -0.18 1.06 1184.31 1.00 1562 213 57 13 TRUE 0.86
non-small cell lung cancer KRAS_12 ARID1A Any amplification 1660 52 -2.39 -4.10 -1.00 1229.04 1.00 4744 1658 50 2 TRUE 2.63
non-small cell lung cancer KRAS_12 PIK3R1 Any amplification 1660 121 -0.16 -0.63 0.22 1347.35 1.00 4701 1632 93 28 TRUE 0.33
colorectal cancer KRAS_12 IKZF1 Any amplification 1208 459 -0.28 -0.50 -0.06 1337.81 1.00 2521 1094 345 114 TRUE 1.96
cancer of unknown primary KRAS_12 IKZF1 Any amplification 229 106 -0.43 -1.00 0.15 1462.86 1.00 1094 216 93 13 TRUE 0.84
non-small cell lung cancer KRAS_12 IKZF1 Any amplification 1660 553 -0.67 -0.92 -0.44 1550.77 1.00 4320 1573 466 87 TRUE 7.89
pancreatic cancer KRAS_12 IKZF1 Any amplification 1433 76 -0.94 -1.38 -0.53 1424.84 1.00 624 1398 41 35 TRUE 4.76
colorectal cancer KRAS_12 TERT Any amplification 1128 175 -0.15 -0.49 0.17 1468.13 1.00 2571 1080 127 48 TRUE 0.42
cancer of unknown primary KRAS_12 TERT Any amplification 222 138 -1.10 -1.77 -0.47 1464.93 1.00 1015 213 129 9 TRUE 3.00
non-small cell lung cancer KRAS_12 TERT Any amplification 1632 925 -0.47 -0.64 -0.30 1481.73 1.00 3932 1457 750 175 TRUE 6.93
pancreatic cancer KRAS_12 TERT Any amplification 1395 78 -1.07 -1.49 -0.65 1580.07 1.00 590 1361 44 34 TRUE 6.04
uterine cancer KRAS_12 TERT Any amplification 223 79 -1.26 -2.24 -0.39 1284.01 1.00 1502 220 76 3 TRUE 2.06
ovarian cancer KRAS_12 TERT Any amplification 140 154 -1.33 -2.22 -0.55 1525.00 1.00 1245 136 150 4 TRUE 2.68
non-small cell lung cancer KRAS_12 FGFR4 Any amplification 1660 192 -0.44 -0.82 -0.09 1526.11 1.00 4638 1624 156 36 TRUE 1.72
pancreatic cancer KRAS_12 FGFR4 Any amplification 1438 54 -1.37 -1.91 -0.87 1432.98 1.00 631 1419 35 19 TRUE 6.49
ovarian cancer KRAS_12 FGFR4 Any amplification 147 56 -0.44 -1.49 0.52 1527.98 1.00 1424 143 52 4 TRUE 0.42
colorectal cancer KRAS_12 ABL1 Any amplification 1212 77 -0.10 -0.59 0.38 1472.40 1.00 2824 1190 55 22 TRUE 0.16
non-small cell lung cancer KRAS_12 ABL1 Any amplification 1684 54 -0.50 -1.15 0.08 1489.70 1.00 4784 1675 45 9 TRUE 0.91
non-small cell lung cancer KRAS_12 NOTCH2 Any amplification 1660 89 -1.39 -2.19 -0.70 1460.56 1.00 4712 1653 82 7 TRUE 3.41
ovarian cancer KRAS_12 NOTCH2 Any amplification 147 69 -0.49 -1.55 0.41 1543.58 1.00 1412 142 64 5 TRUE 0.48
colorectal cancer KRAS_12 DDR2 Any amplification 1209 133 0.51 0.15 0.85 1451.78 1.00 2789 1154 78 55 TRUE 2.37
cancer of unknown primary KRAS_12 DDR2 Any amplification 230 118 0.12 -0.38 0.57 1599.42 1.00 1091 209 97 21 TRUE 0.21
non-small cell lung cancer KRAS_12 DDR2 Any amplification 1660 574 0.55 0.37 0.72 1379.64 1.00 4428 1452 366 208 TRUE 8.43
pancreatic cancer KRAS_12 DDR2 Any amplification 1438 78 0.00 -0.45 0.45 1343.95 1.00 641 1385 25 53 TRUE 0.01
uterine cancer KRAS_12 DDR2 Any amplification 226 179 0.27 -0.18 0.68 1442.22 1.00 1465 199 152 27 TRUE 0.66
ovarian cancer KRAS_12 DDR2 Any amplification 147 137 0.55 0.05 1.02 1485.28 1.00 1359 127 117 20 TRUE 1.58
colorectal cancer KRAS_12 SMO Any amplification 1213 337 -0.03 -0.26 0.20 1452.78 1.00 2642 1114 238 99 TRUE 0.11
cancer of unknown primary KRAS_12 SMO Any amplification 230 67 -0.22 -0.89 0.44 1392.91 1.00 1131 220 57 10 TRUE 0.28
non-small cell lung cancer KRAS_12 SMO Any amplification 1684 339 -0.53 -0.82 -0.26 1743.36 1.00 4557 1625 280 59 TRUE 3.85
pancreatic cancer KRAS_12 SMO Any amplification 1438 52 -1.88 -2.51 -1.32 1440.92 1.00 626 1426 40 12 TRUE 9.21
ovarian cancer KRAS_12 SMO Any amplification 147 111 -0.83 -1.72 -0.08 1485.47 1.00 1370 142 106 5 TRUE 1.30
non-small cell lung cancer KRAS_12 KMT2A Any amplification 1660 116 -0.41 -0.89 0.03 1127.10 1.00 4692 1638 94 22 FALSE 1.10
colorectal cancer KRAS_12 JAK3 Any amplification 1213 73 0.05 -0.45 0.55 1442.39 1.00 2831 1189 49 24 TRUE 0.08
non-small cell lung cancer KRAS_12 JAK3 Any amplification 1684 72 -0.70 -1.35 -0.08 1471.51 1.00 4776 1673 61 11 TRUE 1.54
uterine cancer KRAS_12 JAK3 Any amplification 226 59 -1.25 -2.53 -0.23 1411.94 1.00 1562 224 57 2 TRUE 1.50
ovarian cancer KRAS_12 JAK3 Any amplification 147 177 -0.95 -1.66 -0.27 1386.45 1.00 1306 140 170 7 TRUE 2.00
non-small cell lung cancer KRAS_12 STAG2 Any amplification 1660 79 -0.43 -1.04 0.15 1326.58 1.00 4722 1645 64 15 TRUE 0.81
colorectal cancer KRAS_12 BRCA2 Any amplification 1209 809 0.07 -0.09 0.24 1576.58 1.00 2309 958 558 251 TRUE 0.41
pancreatic cancer KRAS_12 BRCA2 Any amplification 1438 58 -1.46 -2.03 -0.90 1326.62 1.00 628 1418 38 20 TRUE 6.53
ovarian cancer KRAS_12 NOTCH3 Any amplification 94 73 -2.58 -5.16 -0.75 63.25 1.03 880 93 72 1 TRUE 1.80
non-small cell lung cancer KRAS_12 FGFR3 Any amplification 1684 112 -0.14 -0.59 0.28 1350.64 1.00 4752 1657 85 27 TRUE 0.29
pancreatic cancer KRAS_12 FGFR3 Any amplification 1438 58 -0.97 -1.51 -0.44 1400.59 1.00 634 1412 32 26 TRUE 3.57
uterine cancer KRAS_12 FGFR3 Any amplification 226 63 -0.58 -1.54 0.21 1542.93 1.00 1561 221 58 5 TRUE 0.74
ovarian cancer KRAS_12 FGFR3 Any amplification 147 91 -0.84 -1.85 -0.01 1322.77 1.00 1389 143 87 4 TRUE 1.12
non-small cell lung cancer KRAS_12 IGF1R Any amplification 1660 99 -0.45 -0.97 0.04 1508.07 1.00 4714 1641 80 19 TRUE 1.08
ovarian cancer KRAS_12 IGF1R Any amplification 147 65 -1.63 -3.79 -0.34 1723.92 1.00 1412 146 64 1 TRUE 1.21
colorectal cancer KRAS_12 KEAP1 Any amplification 1167 62 0.07 -0.49 0.58 1122.70 1.00 2702 1146 41 21 FALSE 0.10
uterine cancer KRAS_12 KEAP1 Any amplification 204 52 -3.01 -6.74 -1.00 1344.71 1.00 1435 204 52 0 FALSE 1.31
ovarian cancer KRAS_12 KEAP1 Any amplification 126 116 -2.40 -4.42 -0.95 1457.08 1.00 1162 125 115 1 FALSE 2.22
colorectal cancer KRAS_12 CDKN2A Any amplification 1213 121 0.03 -0.36 0.41 1479.56 1.00 2796 1176 84 37 TRUE 0.05
non-small cell lung cancer KRAS_12 CDKN2A Any amplification 1684 62 0.24 -0.29 0.76 1809.84 1.00 4795 1664 42 20 TRUE 0.41
ovarian cancer KRAS_12 CDKN2A Any amplification 147 101 -0.82 -1.86 0.02 1467.56 1.00 1379 143 97 4 TRUE 1.07
colorectal cancer KRAS_12 IRS2 Any amplification 771 66 -0.08 -0.67 0.46 1348.93 1.00 1758 752 47 19 FALSE 0.11
colorectal cancer KRAS_12 FANCA Any amplification 1209 116 0.14 -0.27 0.51 1310.32 1.00 2790 1170 77 39 TRUE 0.32
non-small cell lung cancer KRAS_12 FANCA Any amplification 1660 81 -0.82 -1.48 -0.22 1558.41 1.00 4723 1650 71 10 TRUE 1.92
colorectal cancer KRAS_12 IL7R Any amplification 976 84 -0.02 -0.49 0.44 1447.19 1.00 2229 949 57 27 FALSE 0.04
cancer of unknown primary KRAS_12 IL7R Any amplification 177 64 -1.08 -2.09 -0.30 1533.15 1.00 897 174 61 3 FALSE 1.72
non-small cell lung cancer KRAS_12 IL7R Any amplification 1193 300 -0.34 -0.63 -0.05 1414.42 1.00 3295 1133 240 60 FALSE 1.69
ovarian cancer KRAS_12 IL7R Any amplification 94 52 -1.05 -2.37 -0.05 1477.73 1.00 901 93 51 1 FALSE 1.15
colorectal cancer KRAS_12 ERBB3 Any amplification 1209 81 0.20 -0.25 0.65 1468.27 1.00 2814 1181 53 28 TRUE 0.42
cancer of unknown primary KRAS_12 ERBB3 Any amplification 230 67 0.55 0.01 1.10 1477.21 1.00 1138 213 50 17 TRUE 1.28
non-small cell lung cancer KRAS_12 ERBB3 Any amplification 1660 121 0.37 -0.01 0.75 1625.44 1.00 4714 1619 80 41 TRUE 1.24
pancreatic cancer KRAS_12 ERBB3 Any amplification 1438 70 -0.75 -1.22 -0.29 1314.73 1.00 630 1404 36 34 TRUE 2.77
uterine cancer KRAS_12 ERBB3 Any amplification 226 75 -0.14 -0.85 0.52 1488.74 1.00 1550 218 67 8 TRUE 0.17
ovarian cancer KRAS_12 ERBB3 Any amplification 147 99 0.70 0.15 1.23 1389.77 1.00 1394 130 82 17 TRUE 1.95
non-small cell lung cancer KRAS_12 ATM Any amplification 1684 114 -0.51 -0.98 -0.03 920.11 1.00 4743 1664 94 20 TRUE 1.41
colorectal cancer KRAS_12 RB1 Any amplification 1213 741 0.04 -0.13 0.22 1506.93 1.00 2364 988 516 225 TRUE 0.17
pancreatic cancer KRAS_12 RB1 Any amplification 1438 56 -1.39 -1.98 -0.85 1471.52 1.00 630 1418 36 20 TRUE 6.02
colorectal cancer KRAS_12 KMT2D Any amplification 1208 76 0.34 -0.13 0.78 1438.86 1.00 2818 1180 48 28 FALSE 0.83
non-small cell lung cancer KRAS_12 KMT2D Any amplification 1660 80 0.32 -0.17 0.78 1421.95 1.00 4732 1634 54 26 FALSE 0.76
ovarian cancer KRAS_12 KMT2D Any amplification 147 64 0.99 0.40 1.60 1531.26 1.00 1426 133 50 14 FALSE 2.85
colorectal cancer KRAS_12 TSC2 Any amplification 1209 101 0.26 -0.14 0.65 1328.91 1.00 2803 1172 64 37 TRUE 0.73
non-small cell lung cancer KRAS_12 TSC2 Any amplification 1660 206 -0.58 -0.94 -0.22 1398.07 1.00 4621 1627 173 33 TRUE 2.72
ovarian cancer KRAS_12 TSC2 Any amplification 147 65 -0.09 -0.91 0.66 1473.45 1.00 1417 141 59 6 TRUE 0.09
non-small cell lung cancer KRAS_12 APC Any amplification 1684 112 -0.37 -0.83 0.06 1390.75 1.00 4739 1662 90 22 TRUE 0.92
colorectal cancer KRAS_12 ERBB2 Any amplification 1213 224 -0.70 -1.05 -0.38 1557.42 1.00 2696 1173 184 40 TRUE 4.22
cancer of unknown primary KRAS_12 ERBB2 Any amplification 230 82 -0.54 -1.23 0.10 1433.07 1.00 1116 221 73 9 TRUE 0.97
non-small cell lung cancer KRAS_12 ERBB2 Any amplification 1684 281 -0.36 -0.66 -0.08 1433.60 1.00 4612 1628 225 56 TRUE 1.86
pancreatic cancer KRAS_12 ERBB2 Any amplification 1438 76 -0.88 -1.32 -0.45 1476.98 1.00 626 1402 40 36 TRUE 4.09
uterine cancer KRAS_12 ERBB2 Any amplification 226 120 -1.45 -2.40 -0.66 1450.84 1.00 1502 223 117 3 TRUE 2.97
ovarian cancer KRAS_12 ERBB2 Any amplification 147 99 0.25 -0.41 0.85 1518.28 1.00 1390 134 86 13 TRUE 0.38
colorectal cancer KRAS_12 CCND1 Any amplification 1209 81 -0.46 -1.00 0.02 1412.10 1.00 2804 1191 63 18 TRUE 1.15
cancer of unknown primary KRAS_12 CCND1 Any amplification 230 83 -0.33 -0.93 0.24 1418.34 1.00 1117 219 72 11 TRUE 0.56
non-small cell lung cancer KRAS_12 CCND1 Any amplification 1660 331 -0.32 -0.59 -0.07 1353.95 1.00 4531 1592 263 68 TRUE 1.79
ovarian cancer KRAS_12 CCND1 Any amplification 147 89 -0.84 -1.71 -0.10 1506.98 1.00 1390 144 86 3 TRUE 1.31
colorectal cancer KRAS_12 ARID2 Any amplification 1208 72 0.38 -0.08 0.83 1432.26 1.00 2822 1180 44 28 FALSE 0.99
cancer of unknown primary KRAS_12 ARID2 Any amplification 229 55 0.70 0.12 1.22 1298.88 1.00 1147 213 39 16 FALSE 1.81
non-small cell lung cancer KRAS_12 ARID2 Any amplification 1660 99 0.08 -0.37 0.50 1743.18 1.00 4714 1633 72 27 FALSE 0.15
uterine cancer KRAS_12 ARID2 Any amplification 226 52 0.24 -0.45 0.90 1518.91 1.00 1572 218 44 8 FALSE 0.33
ovarian cancer KRAS_12 ARID2 Any amplification 147 124 0.27 -0.26 0.83 1473.82 1.00 1366 133 110 14 FALSE 0.49
non-small cell lung cancer KRAS_12 MTOR Any amplification 1660 75 -2.06 -3.29 -1.13 1539.80 1.00 4723 1656 71 4 TRUE 3.58
ovarian cancer KRAS_12 MTOR Any amplification 147 63 -3.33 -7.62 -1.07 1471.93 1.00 1413 147 63 0 TRUE 1.27
colorectal cancer KRAS_12 RFWD2 Any amplification 889 64 0.20 -0.28 0.70 1433.79 1.00 2118 867 42 22 FALSE 0.40
non-small cell lung cancer KRAS_12 RFWD2 Any amplification 1382 297 0.44 0.19 0.69 1514.49 1.00 3874 1281 196 101 FALSE 3.33
uterine cancer KRAS_12 RFWD2 Any amplification 197 113 0.24 -0.29 0.71 1501.49 1.00 1269 180 96 17 FALSE 0.44
ovarian cancer KRAS_12 RFWD2 Any amplification 114 76 0.49 -0.13 1.08 1248.51 1.00 1104 103 65 11 FALSE 0.96
colorectal cancer KRAS_12 NOTCH1 Any amplification 1213 95 -0.21 -0.66 0.22 1457.73 1.00 2810 1188 70 25 TRUE 0.44
non-small cell lung cancer KRAS_12 NOTCH1 Any amplification 1684 64 -0.61 -1.27 -0.02 1371.28 1.00 4783 1674 54 10 TRUE 1.26
colorectal cancer KRAS_12 NTRK1 Any amplification 1209 129 0.46 0.12 0.80 1596.18 1.00 2790 1157 77 52 TRUE 1.98
cancer of unknown primary KRAS_12 NTRK1 Any amplification 229 123 0.40 -0.02 0.84 1492.34 1.00 1093 202 96 27 TRUE 1.15
non-small cell lung cancer KRAS_12 NTRK1 Any amplification 1660 607 0.58 0.40 0.76 1508.28 1.00 4410 1437 384 223 TRUE 9.61
pancreatic cancer KRAS_12 NTRK1 Any amplification 1438 82 0.00 -0.42 0.46 1351.41 1.00 640 1382 26 56 TRUE 0.00
uterine cancer KRAS_12 NTRK1 Any amplification 226 198 0.23 -0.22 0.65 1550.51 1.00 1450 197 169 29 TRUE 0.55
ovarian cancer KRAS_12 NTRK1 Any amplification 147 158 0.38 -0.12 0.84 1118.01 1.00 1338 127 138 20 TRUE 0.90
non-small cell lung cancer KRAS_12 KIT Any amplification 1684 158 -0.55 -0.97 -0.15 1558.02 1.00 4706 1657 131 27 TRUE 2.06
non-small cell lung cancer KRAS_12 KDR Any amplification 1684 145 -0.64 -1.11 -0.20 1243.84 1.00 4715 1661 122 23 TRUE 2.21
colorectal cancer KRAS_12 RICTOR Any amplification 977 89 0.12 -0.33 0.57 1166.38 1.00 2229 946 58 31 FALSE 0.23
cancer of unknown primary KRAS_12 RICTOR Any amplification 177 60 -1.12 -2.35 -0.25 1438.04 1.00 902 175 58 2 FALSE 1.46
non-small cell lung cancer KRAS_12 RICTOR Any amplification 1193 298 -0.32 -0.61 -0.04 1451.41 1.00 3305 1133 238 60 FALSE 1.57
non-small cell lung cancer KRAS_12 CSF1R Any amplification 1331 67 -0.38 -0.99 0.20 1281.83 1.00 3855 1318 54 13 TRUE 0.64
colorectal cancer KRAS_12 PARK2 Any amplification 1194 51 0.41 -0.19 0.98 935.82 1.00 2803 1174 31 20 FALSE 0.77
colorectal cancer KRAS_12 NTRK2 Any amplification 1209 66 0.08 -0.46 0.60 618.78 1.01 2822 1188 45 21 FALSE 0.11
colorectal cancer KRAS_12 PTCH1 Any amplification 1209 72 0.09 -0.41 0.59 1459.43 1.00 2818 1186 49 23 TRUE 0.14
uterine cancer KRAS_12 FGFR2 Any amplification 226 92 0.12 -0.45 0.65 1483.14 1.00 1540 213 79 13 TRUE 0.18
ovarian cancer KRAS_12 FGFR2 Any amplification 147 73 0.06 -0.60 0.66 1365.62 1.00 1410 140 66 7 TRUE 0.08
colorectal cancer KRAS_12 HNF1A Any amplification 1193 61 0.26 -0.27 0.73 1450.38 1.00 2793 1172 40 21 TRUE 0.51
non-small cell lung cancer KRAS_12 HNF1A Any amplification 1676 62 0.49 0.01 1.01 1400.20 1.00 4768 1653 39 23 TRUE 1.27
ovarian cancer KRAS_12 HNF1A Any amplification 144 51 1.06 0.38 1.68 1417.49 1.00 1407 132 39 12 TRUE 2.76
non-small cell lung cancer KRAS_12 DICER1 Any amplification 1652 132 -1.11 -1.69 -0.60 1284.65 1.00 4638 1638 118 14 TRUE 4.05
non-small cell lung cancer KRAS_12 NTRK3 Any amplification 1660 91 -0.16 -0.68 0.31 1370.67 1.00 4724 1639 70 21 FALSE 0.28
colorectal cancer KRAS_12 PALB2 Any amplification 1209 110 0.04 -0.37 0.48 1368.18 1.00 2794 1172 73 37 TRUE 0.07
non-small cell lung cancer KRAS_12 PALB2 Any amplification 1660 186 -0.46 -0.86 -0.09 1409.68 1.00 4639 1629 155 31 TRUE 1.69
colorectal cancer KRAS_12 CDH1 Any amplification 1212 112 0.14 -0.28 0.54 1532.38 1.00 2805 1174 74 38 TRUE 0.29
non-small cell lung cancer KRAS_12 CDH1 Any amplification 1684 109 -1.37 -2.17 -0.71 1316.37 1.00 4728 1676 101 8 TRUE 3.77
colorectal cancer KRAS_12 CDK12 Any amplification 977 112 -0.61 -1.08 -0.15 1223.71 1.00 2195 957 92 20 FALSE 1.95
non-small cell lung cancer KRAS_12 CDK12 Any amplification 1193 106 -0.20 -0.66 0.25 1416.00 1.00 3462 1168 81 25 FALSE 0.39
colorectal cancer KRAS_12 BRD4 Any amplification 1188 67 0.24 -0.26 0.74 1406.27 1.00 2777 1163 42 25 FALSE 0.46
non-small cell lung cancer KRAS_12 BRD4 Any amplification 1652 52 -1.06 -1.95 -0.30 1576.23 1.00 4710 1646 46 6 FALSE 1.89
uterine cancer KRAS_12 BRD4 Any amplification 226 70 -1.57 -2.97 -0.52 1590.28 1.00 1537 224 68 2 FALSE 1.96
ovarian cancer KRAS_12 BRD4 Any amplification 144 173 -2.02 -3.38 -1.01 1507.30 1.00 1275 142 171 2 FALSE 3.12
colorectal cancer KRAS_12 ASXL1 Any amplification 1208 1033 -0.47 -0.65 -0.31 1493.43 1.00 2067 974 799 234 TRUE 7.79
cancer of unknown primary KRAS_12 ASXL1 Any amplification 229 108 -0.74 -1.37 -0.16 1321.49 1.00 1089 219 98 10 TRUE 1.73
non-small cell lung cancer KRAS_12 ASXL1 Any amplification 1660 238 -0.68 -1.02 -0.33 1531.01 1.00 4585 1623 201 37 TRUE 4.03
pancreatic cancer KRAS_12 ASXL1 Any amplification 1433 63 -0.98 -1.49 -0.51 1730.86 1.00 631 1404 34 29 TRUE 4.10
uterine cancer KRAS_12 ASXL1 Any amplification 226 102 -1.45 -2.49 -0.62 1452.01 1.00 1519 223 99 3 TRUE 2.56
ovarian cancer KRAS_12 ASXL1 Any amplification 147 224 -0.88 -1.53 -0.30 1499.80 1.00 1262 137 214 10 TRUE 2.21
non-small cell lung cancer KRAS_12 EP300 Any amplification 1660 89 -0.95 -1.59 -0.36 1148.20 1.00 4708 1649 78 11 TRUE 2.58
colorectal cancer KRAS_12 ERBB4 Any amplification 1213 57 -0.47 -1.12 0.12 1232.05 1.00 2835 1201 45 12 TRUE 0.83
non-small cell lung cancer KRAS_12 ERBB4 Any amplification 1684 73 0.01 -0.52 0.52 1511.31 1.00 4784 1664 53 20 TRUE 0.01
ovarian cancer KRAS_12 ERBB4 Any amplification 147 83 -0.48 -1.38 0.32 1418.80 1.00 1398 142 78 5 TRUE 0.56
colorectal cancer KRAS_12 RECQL4 Any amplification 1053 564 -0.37 -0.59 -0.16 1531.15 1.00 2086 921 432 132 TRUE 3.19
cancer of unknown primary KRAS_12 RECQL4 Any amplification 215 145 -0.15 -0.61 0.31 1506.21 1.00 959 193 123 22 TRUE 0.29
non-small cell lung cancer KRAS_12 RECQL4 Any amplification 1495 533 0.22 0.03 0.40 1422.80 1.00 3858 1334 372 161 TRUE 1.51
pancreatic cancer KRAS_12 RECQL4 Any amplification 1363 96 -0.07 -0.48 0.36 1466.48 1.00 576 1297 30 66 TRUE 0.13
uterine cancer KRAS_12 RECQL4 Any amplification 200 119 -0.79 -1.58 -0.08 1510.36 1.00 1334 193 112 7 TRUE 1.47
ovarian cancer KRAS_12 RECQL4 Any amplification 115 316 -0.46 -0.94 -0.01 1448.66 1.00 897 95 296 20 TRUE 1.23
colorectal cancer KRAS_12 ERCC5 Any amplification 1094 720 0.11 -0.06 0.29 1512.67 1.00 2146 869 495 225 TRUE 0.68
non-small cell lung cancer KRAS_12 ERCC5 Any amplification 1615 87 -0.09 -0.60 0.38 1396.70 1.00 4549 1593 65 22 TRUE 0.15
pancreatic cancer KRAS_12 ERCC5 Any amplification 1383 56 -1.32 -1.86 -0.78 1543.32 1.00 591 1362 35 21 TRUE 5.79
ovarian cancer KRAS_12 ERCC5 Any amplification 136 70 -1.71 -3.51 -0.42 1547.23 1.00 1323 135 69 1 TRUE 1.59
colorectal cancer KRAS_12 BRCA1 Any amplification 1209 88 -0.47 -1.03 0.01 1154.42 1.00 2795 1193 72 16 TRUE 1.11
non-small cell lung cancer KRAS_12 BRCA1 Any amplification 1660 173 0.02 -0.32 0.36 1529.71 1.00 4669 1612 125 48 TRUE 0.04
colorectal cancer KRAS_12 TSC1 Any amplification 1209 81 -0.05 -0.49 0.39 1465.07 1.00 2810 1185 57 24 TRUE 0.07
non-small cell lung cancer KRAS_12 TSC1 Any amplification 1660 56 -0.53 -1.19 0.11 1595.55 1.00 4747 1651 47 9 TRUE 0.96
non-small cell lung cancer KRAS_12 FLCN Any amplification 1652 53 -0.16 -0.75 0.46 25.79 1.11 4716 1639 40 13 TRUE 0.21
colorectal cancer KRAS_12 NF1 Any amplification 1209 101 -0.39 -0.89 0.01 1403.75 1.00 2786 1189 81 20 TRUE 1.05
non-small cell lung cancer KRAS_12 NF1 Any amplification 1660 173 -0.12 -0.44 0.21 1172.85 1.00 4665 1616 129 44 TRUE 0.31
colorectal cancer KRAS_12 FLT1 Any amplification 1208 903 0.07 -0.09 0.23 1435.69 1.00 2242 929 624 279 FALSE 0.42
pancreatic cancer KRAS_12 FLT1 Any amplification 1433 53 -1.37 -1.93 -0.83 1534.63 1.00 631 1414 34 19 FALSE 5.93
non-small cell lung cancer KRAS_12 RPTOR Any amplification 1193 91 0.28 -0.18 0.72 1193.08 1.01 3472 1165 63 28 FALSE 0.65
colorectal cancer KRAS_12 IDH1 Any amplification 1213 66 -0.56 -1.19 -0.02 1275.58 1.00 2827 1200 53 13 TRUE 1.19
non-small cell lung cancer KRAS_12 IDH1 Any amplification 1684 75 -0.17 -0.71 0.33 1539.05 1.00 4780 1666 57 18 TRUE 0.29
ovarian cancer KRAS_12 IDH1 Any amplification 147 62 -0.42 -1.42 0.39 1442.02 1.00 1418 143 58 4 TRUE 0.44
non-small cell lung cancer KRAS_12 EPHA5 Any amplification 1427 58 -0.66 -1.41 0.01 1396.89 1.00 4193 1418 49 9 FALSE 1.14
colorectal cancer KRAS_12 GNAS Any amplification 1213 982 -0.36 -0.52 -0.19 1557.06 1.00 2136 975 744 238 TRUE 4.68
cancer of unknown primary KRAS_12 GNAS Any amplification 230 109 -0.73 -1.42 -0.12 1395.05 1.00 1089 220 99 10 TRUE 1.55
non-small cell lung cancer KRAS_12 GNAS Any amplification 1684 306 -0.55 -0.86 -0.26 1557.90 1.00 4584 1631 253 53 TRUE 3.47
pancreatic cancer KRAS_12 GNAS Any amplification 1438 88 -0.77 -1.17 -0.34 1517.38 1.00 623 1393 43 45 TRUE 3.52
uterine cancer KRAS_12 GNAS Any amplification 226 101 -1.01 -1.83 -0.28 1379.73 1.00 1521 221 96 5 TRUE 1.93
ovarian cancer KRAS_12 GNAS Any amplification 147 250 -0.82 -1.40 -0.27 1530.44 1.00 1238 135 238 12 TRUE 2.29
colorectal cancer KRAS_12 SF3B1 Any amplification 1209 74 -0.36 -0.92 0.15 1449.20 1.00 2810 1192 57 17 TRUE 0.75
non-small cell lung cancer KRAS_12 SF3B1 Any amplification 1660 91 0.09 -0.37 0.53 1445.01 1.00 4729 1634 65 26 TRUE 0.15
ovarian cancer KRAS_12 SF3B1 Any amplification 147 82 -0.62 -1.56 0.17 1418.77 1.00 1398 143 78 4 TRUE 0.78
non-small cell lung cancer KRAS_12 ROS1 Any amplification 1660 63 -2.07 -3.38 -0.98 1421.26 1.00 4734 1657 60 3 TRUE 3.18
colorectal cancer KRAS_12 FLT3 Any amplification 1213 922 0.06 -0.10 0.21 1359.19 1.00 2240 931 640 282 TRUE 0.31
pancreatic cancer KRAS_12 FLT3 Any amplification 1438 52 -1.45 -2.04 -0.89 1522.29 1.00 632 1420 34 18 TRUE 6.15
non-small cell lung cancer KRAS_12 MSH2 Any amplification 1660 129 -0.30 -0.73 0.13 1619.63 1.00 4692 1633 102 27 TRUE 0.78
uterine cancer KRAS_12 MSH2 Any amplification 226 70 0.04 -0.69 0.68 1542.62 1.00 1559 216 60 10 TRUE 0.04
ovarian cancer KRAS_12 MSH2 Any amplification 147 113 -0.87 -1.83 -0.12 1556.74 1.00 1367 143 109 4 TRUE 1.33
colorectal cancer KRAS_12 DIS3 Any amplification 1208 762 0.09 -0.08 0.27 1267.87 1.00 2342 970 524 238 FALSE 0.50
non-small cell lung cancer KRAS_12 DIS3 Any amplification 1660 82 -0.07 -0.58 0.40 1335.30 1.00 4725 1639 61 21 FALSE 0.11
pancreatic cancer KRAS_12 DIS3 Any amplification 1433 53 -1.28 -1.84 -0.74 1589.56 1.00 632 1413 33 20 FALSE 5.32
ovarian cancer KRAS_12 DIS3 Any amplification 147 53 -1.50 -3.17 -0.13 1733.57 1.00 1424 146 52 1 FALSE 1.26
colorectal cancer KRAS_12 AXL Any amplification 1209 98 0.00 -0.43 0.42 1631.90 1.00 2799 1179 68 30 FALSE 0.01
cancer of unknown primary KRAS_12 AXL Any amplification 229 68 0.30 -0.29 0.89 1268.94 1.00 1136 214 53 15 FALSE 0.50
non-small cell lung cancer KRAS_12 AXL Any amplification 1660 165 -0.44 -0.85 -0.08 1426.51 1.00 4659 1630 135 30 FALSE 1.52
pancreatic cancer KRAS_12 AXL Any amplification 1438 65 -0.28 -0.77 0.20 1638.59 1.00 641 1398 25 40 FALSE 0.61
uterine cancer KRAS_12 AXL Any amplification 226 56 -0.74 -1.69 0.10 1403.85 1.00 1566 223 53 3 FALSE 0.98
ovarian cancer KRAS_12 AXL Any amplification 147 82 -0.44 -1.31 0.32 1642.81 1.00 1399 142 77 5 FALSE 0.55
non-small cell lung cancer KRAS_12 DAXX Any amplification 1193 78 -0.07 -0.56 0.43 1486.96 1.00 3476 1174 59 19 TRUE 0.11
colorectal cancer KRAS_12 EGFR Any amplification 1213 540 -0.34 -0.55 -0.13 1520.25 1.00 2469 1084 411 129 TRUE 2.86
cancer of unknown primary KRAS_12 EGFR Any amplification 230 143 -0.65 -1.23 -0.11 1335.43 1.00 1060 216 129 14 TRUE 1.59
non-small cell lung cancer KRAS_12 EGFR Any amplification 1684 848 -1.02 -1.24 -0.81 1371.68 1.00 4092 1581 745 103 TRUE 19.34
pancreatic cancer KRAS_12 EGFR Any amplification 1438 81 -0.87 -1.30 -0.42 1430.11 1.00 624 1399 42 39 TRUE 3.77
ovarian cancer KRAS_12 EGFR Any amplification 147 56 -0.06 -0.93 0.72 1626.50 1.00 1426 141 50 6 TRUE 0.05
colorectal cancer KRAS_12 ARID1B Any amplification 1194 55 0.38 -0.15 0.90 1400.84 1.00 2800 1173 34 21 TRUE 0.77
cancer of unknown primary KRAS_12 NKX2-1 Any amplification 230 60 -0.26 -0.96 0.39 1356.09 1.00 1135 222 52 8 TRUE 0.34
non-small cell lung cancer KRAS_12 NKX2-1 Any amplification 1660 790 0.03 -0.15 0.20 1543.69 1.00 4203 1453 583 207 TRUE 0.11
colorectal cancer KRAS_12 WT1 Any amplification 1208 61 0.17 -0.37 0.68 1662.86 1.00 2826 1187 40 21 TRUE 0.27
non-small cell lung cancer KRAS_12 WT1 Any amplification 1660 84 -0.38 -0.94 0.14 1645.88 1.00 4718 1644 68 16 TRUE 0.78
ovarian cancer KRAS_12 WT1 Any amplification 147 124 -0.16 -0.80 0.44 1536.06 1.00 1362 137 114 10 TRUE 0.21
colorectal cancer KRAS_12 MET Any amplification 1213 442 0.04 -0.16 0.24 1570.66 1.00 2573 1078 307 135 TRUE 0.14
cancer of unknown primary KRAS_12 MET Any amplification 230 108 -0.67 -1.34 -0.10 1632.89 1.00 1091 220 98 10 TRUE 1.45
non-small cell lung cancer KRAS_12 MET Any amplification 1684 545 -0.64 -0.88 -0.41 1318.96 1.00 4380 1596 457 88 TRUE 7.08
pancreatic cancer KRAS_12 MET Any amplification 1438 82 -1.16 -1.59 -0.75 1446.60 1.00 617 1405 49 33 TRUE 6.85
uterine cancer KRAS_12 MET Any amplification 226 55 -0.15 -1.00 0.60 1495.33 1.00 1571 219 48 7 TRUE 0.15
ovarian cancer KRAS_12 MET Any amplification 147 119 -0.43 -1.17 0.25 1549.85 1.00 1365 139 111 8 TRUE 0.63
colorectal cancer KRAS_12 PMS1 Any amplification 1094 60 -0.28 -0.81 0.26 1493.05 1.00 2596 1079 45 15 TRUE 0.50
non-small cell lung cancer KRAS_12 PMS1 Any amplification 1615 96 -0.16 -0.61 0.31 1492.33 1.00 4541 1592 73 23 TRUE 0.30
ovarian cancer KRAS_12 PMS1 Any amplification 136 87 -0.66 -1.63 0.15 1487.18 1.00 1309 132 83 4 TRUE 0.85
non-small cell lung cancer KRAS_12 MEN1 Any amplification 1660 79 -0.23 -0.80 0.28 325.47 1.01 4724 1643 62 17 TRUE 0.39
colorectal cancer KRAS_12 BRAF Any amplification 1213 357 -0.03 -0.26 0.20 1356.76 1.00 2628 1108 252 105 TRUE 0.09
cancer of unknown primary KRAS_12 BRAF Any amplification 230 81 -0.32 -0.96 0.28 1512.97 1.00 1119 219 70 11 TRUE 0.50
non-small cell lung cancer KRAS_12 BRAF Any amplification 1684 372 -0.55 -0.82 -0.29 1555.44 1.00 4529 1620 308 64 TRUE 4.14
pancreatic cancer KRAS_12 BRAF Any amplification 1438 59 -1.70 -2.28 -1.19 1289.04 1.00 623 1422 43 16 TRUE 9.03
uterine cancer KRAS_12 BRAF Any amplification 226 52 -0.46 -1.35 0.35 1562.11 1.00 1572 221 47 5 TRUE 0.53
ovarian cancer KRAS_12 BRAF Any amplification 147 156 -1.12 -1.96 -0.38 1509.62 1.00 1325 142 151 5 TRUE 2.21
non-small cell lung cancer KRAS_12 PDGFRB Any amplification 1660 128 -0.43 -0.86 -0.01 1364.54 1.00 4690 1636 104 24 TRUE 1.27
ovarian cancer KRAS_12 PDGFRB Any amplification 147 51 -0.29 -1.31 0.64 1468.55 1.00 1429 143 47 4 TRUE 0.25
colorectal cancer KRAS_12 CARD11 Any amplification 1208 512 -0.21 -0.42 -0.01 1415.81 1.00 2487 1075 379 133 FALSE 1.32
cancer of unknown primary KRAS_12 CARD11 Any amplification 229 113 -0.08 -0.62 0.42 1441.73 1.00 1091 211 95 18 FALSE 0.13
non-small cell lung cancer KRAS_12 CARD11 Any amplification 1660 573 -0.48 -0.70 -0.26 1157.54 1.00 4318 1555 468 105 FALSE 4.75
pancreatic cancer KRAS_12 CARD11 Any amplification 1433 95 -0.63 -1.03 -0.22 1490.40 1.00 621 1382 44 51 FALSE 2.65
ovarian cancer KRAS_12 CARD11 Any amplification 147 58 -0.01 -0.87 0.73 1575.99 1.00 1424 141 52 6 FALSE 0.01
cancer of unknown primary KRAS_12 DNMT3A Any amplification 230 51 -0.16 -0.84 0.51 1375.73 1.00 1144 222 43 8 TRUE 0.20
non-small cell lung cancer KRAS_12 DNMT3A Any amplification 1660 124 -0.35 -0.77 0.04 1479.04 1.00 4687 1635 99 25 TRUE 1.04
uterine cancer KRAS_12 DNMT3A Any amplification 226 75 -0.04 -0.70 0.59 1506.04 1.00 1553 216 65 10 TRUE 0.05
ovarian cancer KRAS_12 DNMT3A Any amplification 147 91 -0.58 -1.39 0.09 1495.69 1.00 1389 143 87 4 TRUE 0.91
cancer of unknown primary KRAS_12 MSH6 Any amplification 229 51 -0.36 -1.13 0.25 1398.84 1.00 1144 223 45 6 TRUE 0.51
non-small cell lung cancer KRAS_12 MSH6 Any amplification 1660 128 -0.25 -0.66 0.13 1413.60 1.00 4694 1632 100 28 TRUE 0.65
uterine cancer KRAS_12 MSH6 Any amplification 226 64 0.08 -0.58 0.70 1074.63 1.00 1565 216 54 10 TRUE 0.09
ovarian cancer KRAS_12 MSH6 Any amplification 147 110 -0.60 -1.36 0.09 1603.67 1.00 1371 142 105 5 TRUE 0.97
non-small cell lung cancer KRAS_12 MAX Any amplification 1148 67 -1.15 -2.01 -0.40 1204.91 1.00 3311 1141 60 7 FALSE 2.36
colorectal cancer KRAS_12 NFE2L2 Any amplification 1209 60 -0.37 -0.94 0.18 1485.91 1.00 2821 1195 46 14 FALSE 0.69
non-small cell lung cancer KRAS_12 NFE2L2 Any amplification 1660 109 -0.29 -0.77 0.15 1339.55 1.00 4708 1637 86 23 FALSE 0.66
ovarian cancer KRAS_12 NFE2L2 Any amplification 147 100 -0.49 -1.41 0.24 1594.61 1.00 1382 141 94 6 FALSE 0.64
non-small cell lung cancer KRAS_12 SPOP Any amplification 1193 68 0.39 -0.11 0.91 1126.13 1.01 3498 1170 45 23 FALSE 0.88
colorectal cancer KRAS_12 SOX9 Any amplification 1188 200 -0.20 -0.53 0.12 1500.88 1.00 2671 1136 148 52 FALSE 0.68
cancer of unknown primary KRAS_12 SOX9 Any amplification 229 86 -0.26 -0.90 0.32 1347.08 1.00 1103 217 74 12 FALSE 0.40
non-small cell lung cancer KRAS_12 SOX9 Any amplification 1652 257 0.15 -0.13 0.42 1500.36 1.00 4574 1577 182 75 FALSE 0.53
pancreatic cancer KRAS_12 SOX9 Any amplification 1428 57 -1.25 -1.75 -0.74 1511.98 1.00 624 1407 36 21 FALSE 5.80
uterine cancer KRAS_12 SOX9 Any amplification 226 51 -0.80 -1.81 0.07 1654.34 1.00 1552 223 48 3 FALSE 0.99
ovarian cancer KRAS_12 SOX9 Any amplification 144 87 -0.56 -1.39 0.17 1482.99 1.00 1364 139 82 5 FALSE 0.76
colorectal cancer KRAS_12 ETV1 Any amplification 1208 531 -0.17 -0.38 0.02 1568.64 1.00 2476 1067 390 141 TRUE 1.03
cancer of unknown primary KRAS_12 ETV1 Any amplification 229 118 -0.12 -0.64 0.35 1489.28 1.00 1087 211 100 18 TRUE 0.19
non-small cell lung cancer KRAS_12 ETV1 Any amplification 1660 611 -0.50 -0.70 -0.29 1666.28 1.00 4285 1550 501 110 TRUE 5.39
pancreatic cancer KRAS_12 ETV1 Any amplification 1433 99 -0.75 -1.15 -0.31 1410.52 1.00 615 1383 49 50 TRUE 3.58
ovarian cancer KRAS_12 ETV1 Any amplification 147 52 0.25 -0.56 1.02 1444.85 1.00 1431 140 45 7 TRUE 0.26
colorectal cancer KRAS_12 JAK2 Any amplification 1213 112 0.05 -0.35 0.46 1598.86 1.00 2803 1178 77 35 TRUE 0.09
non-small cell lung cancer KRAS_12 JAK2 Any amplification 1684 115 -0.03 -0.47 0.38 1581.11 1.00 4752 1654 85 30 TRUE 0.05
ovarian cancer KRAS_12 JAK2 Any amplification 147 76 -0.70 -1.80 0.18 1557.40 1.00 1403 144 73 3 TRUE 0.81
colorectal cancer KRAS_12 DNMT3B Any amplification 657 86 -2.04 -3.13 -1.17 1282.66 1.00 1499 652 81 5 FALSE 4.29
colorectal cancer KRAS_12 FGFR1 Any amplification 1213 270 -0.51 -0.82 -0.21 1593.75 1.00 2666 1157 214 56 TRUE 2.92
cancer of unknown primary KRAS_12 FGFR1 Any amplification 230 87 -0.90 -1.70 -0.21 1443.11 1.00 1108 224 81 6 TRUE 1.81
non-small cell lung cancer KRAS_12 FGFR1 Any amplification 1684 302 -0.74 -1.07 -0.45 1252.93 1.00 4579 1640 258 44 TRUE 5.49
pancreatic cancer KRAS_12 FGFR1 Any amplification 1438 60 -0.03 -0.52 0.51 1688.42 1.00 648 1396 18 42 TRUE 0.04
uterine cancer KRAS_12 FGFR1 Any amplification 226 102 -0.65 -1.35 0.00 1499.79 1.00 1524 219 95 7 TRUE 1.22
ovarian cancer KRAS_12 FGFR1 Any amplification 147 130 0.17 -0.39 0.70 1679.39 1.00 1361 132 115 15 TRUE 0.26
non-small cell lung cancer KRAS_12 SH2B3 Any amplification 1593 56 0.40 -0.17 0.93 310.62 1.01 4441 1573 36 20 FALSE 0.78
colorectal cancer KRAS_12 GLI1 Any amplification 1130 62 0.28 -0.25 0.77 1657.94 1.00 2629 1107 39 23 FALSE 0.56
cancer of unknown primary KRAS_12 GLI1 Any amplification 224 67 0.68 0.14 1.24 1703.76 1.00 1091 205 48 19 FALSE 1.85
non-small cell lung cancer KRAS_12 GLI1 Any amplification 1585 176 -0.29 -0.65 0.05 1343.38 1.00 4308 1548 139 37 FALSE 0.95
pancreatic cancer KRAS_12 GLI1 Any amplification 1413 61 -0.64 -1.11 -0.16 1569.23 1.00 608 1381 29 32 FALSE 1.97
ovarian cancer KRAS_12 GLI1 Any amplification 135 66 0.74 0.08 1.36 1464.35 1.00 1308 123 54 12 FALSE 1.66
uterine cancer KRAS_12 TCF7L2 Any amplification 210 76 0.37 -0.20 0.89 1558.54 1.00 1406 197 63 13 FALSE 0.70
ovarian cancer KRAS_12 TCF7L2 Any amplification 127 51 0.31 -0.46 0.98 1461.62 1.00 1263 121 45 6 FALSE 0.42
colorectal cancer KRAS_12 NCOA3 Any amplification 599 69 -1.81 -2.83 -0.98 1577.73 1.00 1365 594 64 5 TRUE 3.81
non-small cell lung cancer KRAS_12 SLX4 Any amplification 709 90 -0.64 -1.23 -0.10 1494.85 1.00 1903 694 75 15 FALSE 1.57
non-small cell lung cancer RAS_12C ATR Any amplification 233 100 -1.18 -3.08 0.09 1010.75 1.00 4405 231 98 2 FALSE 0.88
non-small cell lung cancer RAS_12C PDGFRA Any amplification 309 133 -2.38 -4.91 -0.67 1430.76 1.00 6080 308 132 1 TRUE 1.48
non-small cell lung cancer RAS_12C FBXW7 Any amplification 309 77 -0.89 -2.73 0.43 1423.98 1.00 6137 307 75 2 TRUE 0.56
non-small cell lung cancer RAS_12C MAP3K1 Any amplification 308 149 -0.46 -1.39 0.38 305.36 1.01 5994 303 144 5 FALSE 0.51
non-small cell lung cancer RAS_12C NSD1 Any amplification 233 85 -1.00 -2.77 0.20 512.75 1.01 4412 231 83 2 FALSE 0.70
non-small cell lung cancer RAS_12C FLT4 Any amplification 308 187 -0.70 -1.68 0.14 1478.55 1.00 5956 303 182 5 TRUE 0.89
non-small cell lung cancer RAS_12C PTPRD Any amplification 244 55 0.01 -1.39 1.11 818.70 1.00 4835 241 52 3 FALSE 0.01
non-small cell lung cancer RAS_12C RET Any amplification 309 83 0.39 -0.51 1.21 1251.49 1.00 6135 303 77 6 TRUE 0.42
non-small cell lung cancer RAS_12C KDM5A Any amplification 233 136 0.12 -0.74 0.83 1285.69 1.00 4367 225 128 8 FALSE 0.11
non-small cell lung cancer RAS_12C TSHR Any amplification 233 53 -5.87 -16.75 -0.75 1324.57 1.00 4442 233 53 0 TRUE 0.74
non-small cell lung cancer RAS_12C CREBBP Any amplification 308 205 -0.62 -1.51 0.15 1053.74 1.00 5947 302 199 6 TRUE 0.83
non-small cell lung cancer RAS_12C BRIP1 Any amplification 308 240 0.02 -0.63 0.61 1255.62 1.00 5910 296 228 12 TRUE 0.02
non-small cell lung cancer RAS_12C AXIN2 Any amplification 226 87 -0.19 -1.38 0.73 1350.45 1.00 4202 222 83 4 TRUE 0.14
non-small cell lung cancer RAS_12C PIK3CA Any amplification 309 434 -1.44 -2.55 -0.59 291.96 1.00 5784 303 428 6 TRUE 2.76
non-small cell lung cancer RAS_12C GATA3 Any amplification 308 65 -0.10 -1.58 0.81 27.00 1.10 6076 305 62 3 FALSE 0.06
non-small cell lung cancer RAS_12C ALK Any amplification 309 134 -0.62 -1.86 0.36 1234.06 1.00 6082 305 130 4 TRUE 0.58
non-small cell lung cancer RAS_12C U2AF1 Any amplification 308 95 -1.07 -2.87 0.27 1425.91 1.00 6015 306 93 2 FALSE 0.75
non-small cell lung cancer RAS_12C ARID1A Any amplification 308 52 -1.38 -4.26 0.47 1284.19 1.00 6095 307 51 1 TRUE 0.63
non-small cell lung cancer RAS_12C PIK3R1 Any amplification 308 121 -0.05 -1.03 0.71 1301.01 1.00 6031 302 115 6 TRUE 0.04
non-small cell lung cancer RAS_12C IKZF1 Any amplification 308 553 -0.51 -1.04 -0.07 1353.81 1.00 5602 291 536 17 TRUE 1.42
non-small cell lung cancer RAS_12C TERT Any amplification 305 925 -0.44 -0.84 -0.10 715.54 1.01 5115 274 894 31 TRUE 1.65
non-small cell lung cancer RAS_12C NOTCH2 Any amplification 308 89 -1.86 -4.48 -0.05 1431.69 1.00 6058 307 88 1 TRUE 0.99
non-small cell lung cancer RAS_12C DDR2 Any amplification 308 574 0.38 0.01 0.72 790.96 1.00 5610 270 536 38 TRUE 1.50
non-small cell lung cancer RAS_12C SMO Any amplification 309 339 -0.27 -0.88 0.27 1429.78 1.00 5886 296 326 13 TRUE 0.45
non-small cell lung cancer RAS_12C KMT2A Any amplification 308 116 -0.78 -2.28 0.30 1466.15 1.00 6025 305 113 3 FALSE 0.66
non-small cell lung cancer RAS_12C JAK3 Any amplification 309 72 -0.29 -1.64 0.82 1339.55 1.00 6143 306 69 3 TRUE 0.19
non-small cell lung cancer RAS_12C STAG2 Any amplification 308 79 -0.07 -1.23 0.90 1363.43 1.00 6063 304 75 4 TRUE 0.05
non-small cell lung cancer RAS_12C IGF1R Any amplification 308 99 -0.60 -2.04 0.43 1142.48 1.00 6050 305 96 3 TRUE 0.48
non-small cell lung cancer RAS_12C CDKN2A Any amplification 309 62 -0.14 -1.59 0.95 939.65 1.01 6153 306 59 3 TRUE 0.08
non-small cell lung cancer RAS_12C FANCA Any amplification 308 81 -0.94 -2.78 0.37 1361.01 1.00 6067 306 79 2 TRUE 0.63
non-small cell lung cancer RAS_12C IL7R Any amplification 233 300 -0.36 -1.03 0.23 1244.30 1.00 4206 222 289 11 FALSE 0.59
non-small cell lung cancer RAS_12C ATM Any amplification 309 114 -0.85 -2.75 0.29 43.42 1.06 6101 306 111 3 TRUE 0.59
non-small cell lung cancer RAS_12C KMT2D Any amplification 308 80 0.38 -0.54 1.16 1465.61 1.00 6064 302 74 6 FALSE 0.42
non-small cell lung cancer RAS_12C TSC2 Any amplification 308 206 -0.60 -1.50 0.14 1242.56 1.00 5946 302 200 6 TRUE 0.79
non-small cell lung cancer RAS_12C APC Any amplification 309 112 -0.75 -2.01 0.24 1092.38 1.00 6095 306 109 3 TRUE 0.70
non-small cell lung cancer RAS_12C ERBB2 Any amplification 309 281 -0.26 -0.93 0.32 1390.95 1.00 5942 298 270 11 TRUE 0.37
non-small cell lung cancer RAS_12C ARID2 Any amplification 308 99 0.17 -0.79 0.97 1222.80 1.00 6045 302 93 6 FALSE 0.16
non-small cell lung cancer RAS_12C MTOR Any amplification 308 75 -1.71 -4.39 0.11 899.99 1.00 6072 307 74 1 TRUE 0.89
non-small cell lung cancer RAS_12C RFWD2 Any amplification 256 297 0.12 -0.42 0.62 1402.09 1.00 4915 240 281 16 FALSE 0.18
non-small cell lung cancer RAS_12C NOTCH1 Any amplification 309 64 -1.56 -4.21 0.20 1258.70 1.00 6149 308 63 1 TRUE 0.76
non-small cell lung cancer RAS_12C NTRK1 Any amplification 308 607 0.37 0.02 0.69 1224.73 1.00 5579 268 567 40 TRUE 1.50
non-small cell lung cancer RAS_12C KIT Any amplification 309 158 -0.76 -2.01 0.18 1129.82 1.00 6058 305 154 4 TRUE 0.79
non-small cell lung cancer RAS_12C KDR Any amplification 309 145 -1.49 -3.21 -0.23 1650.42 1.00 6069 307 143 2 TRUE 1.26
non-small cell lung cancer RAS_12C RICTOR Any amplification 233 298 -0.36 -1.02 0.20 1540.84 1.00 4216 222 287 11 FALSE 0.59
non-small cell lung cancer RAS_12C CSF1R Any amplification 245 67 0.12 -1.04 1.06 1288.12 1.00 4932 241 63 4 TRUE 0.08
non-small cell lung cancer RAS_12C DICER1 Any amplification 308 132 -2.34 -5.38 -0.53 1330.09 1.00 5969 307 131 1 TRUE 1.22
non-small cell lung cancer RAS_12C NTRK3 Any amplification 308 91 -0.59 -2.13 0.52 331.49 1.01 6058 305 88 3 FALSE 0.42
non-small cell lung cancer RAS_12C PALB2 Any amplification 308 186 -0.32 -1.20 0.39 969.64 1.00 5967 301 179 7 TRUE 0.36
non-small cell lung cancer RAS_12C CDK12 Any amplification 233 106 -0.77 -2.09 0.31 1401.19 1.00 4400 230 103 3 FALSE 0.68
non-small cell lung cancer RAS_12C BRD4 Any amplification 308 52 0.02 -1.44 1.12 1371.91 1.00 6051 305 49 3 FALSE 0.01
non-small cell lung cancer RAS_12C ASXL1 Any amplification 308 238 -0.75 -1.73 0.01 1354.89 1.00 5906 302 232 6 TRUE 1.01
non-small cell lung cancer RAS_12C EP300 Any amplification 308 89 -0.51 -1.82 0.51 1282.70 1.00 6052 305 86 3 TRUE 0.39
non-small cell lung cancer RAS_12C ERBB4 Any amplification 309 73 -0.84 -2.60 0.46 461.92 1.00 6141 307 71 2 TRUE 0.54
non-small cell lung cancer RAS_12C RECQL4 Any amplification 282 533 0.06 -0.35 0.43 1103.85 1.00 4938 254 505 28 TRUE 0.11
non-small cell lung cancer RAS_12C ERCC5 Any amplification 301 87 -0.54 -1.93 0.52 1234.51 1.00 5844 298 84 3 TRUE 0.40
non-small cell lung cancer RAS_12C BRCA1 Any amplification 308 173 0.28 -0.36 0.87 1253.35 1.00 5984 297 162 11 TRUE 0.41
non-small cell lung cancer RAS_12C TSC1 Any amplification 308 56 -5.68 -15.91 -0.90 1389.42 1.00 6090 308 56 0 TRUE 0.81
non-small cell lung cancer RAS_12C NF1 Any amplification 308 173 -0.09 -0.92 0.61 1566.27 1.00 5981 300 165 8 TRUE 0.09
non-small cell lung cancer RAS_12C RPTOR Any amplification 233 91 -0.58 -1.96 0.41 1397.93 1.00 4407 230 88 3 FALSE 0.47
non-small cell lung cancer RAS_12C EPHA5 Any amplification 263 58 -1.54 -4.38 0.26 1514.80 1.00 5349 262 57 1 FALSE 0.71
non-small cell lung cancer RAS_12C SF3B1 Any amplification 308 91 0.04 -0.99 0.91 1486.77 1.00 6060 303 86 5 TRUE 0.03
non-small cell lung cancer RAS_12C ROS1 Any amplification 308 63 -5.24 -14.45 -0.90 74.79 1.05 6083 308 63 0 TRUE 0.69
non-small cell lung cancer RAS_12C MSH2 Any amplification 308 129 -0.88 -2.13 0.14 1473.67 1.00 6020 305 126 3 TRUE 0.88
non-small cell lung cancer RAS_12C DIS3 Any amplification 308 82 0.40 -0.46 1.16 1329.23 1.00 6062 302 76 6 FALSE 0.46
non-small cell lung cancer RAS_12C EGFR Any amplification 309 848 -0.81 -1.29 -0.39 1150.80 1.00 5384 289 828 20 TRUE 3.23
non-small cell lung cancer RAS_12C NKX2-1 Any amplification 308 790 0.00 -0.38 0.34 1334.53 1.00 5386 270 752 38 TRUE 0.00
non-small cell lung cancer RAS_12C WT1 Any amplification 308 84 -0.98 -2.71 0.30 1148.02 1.00 6056 306 82 2 TRUE 0.69
non-small cell lung cancer RAS_12C MET Any amplification 309 545 -0.72 -1.34 -0.20 1406.00 1.00 5681 295 531 14 TRUE 1.95
non-small cell lung cancer RAS_12C PMS1 Any amplification 301 96 -0.60 -2.04 0.41 665.43 1.00 5835 298 93 3 TRUE 0.49
non-small cell lung cancer RAS_12C BRAF Any amplification 309 372 -0.31 -0.80 0.21 52.63 1.06 5854 295 358 14 TRUE 0.59
non-small cell lung cancer RAS_12C PDGFRB Any amplification 308 128 -0.32 -1.39 0.53 1077.45 1.00 6023 303 123 5 TRUE 0.28
non-small cell lung cancer RAS_12C CARD11 Any amplification 308 573 -0.33 -0.79 0.11 1311.67 1.00 5586 287 552 21 FALSE 0.83
non-small cell lung cancer RAS_12C DNMT3A Any amplification 308 124 -0.73 -1.72 0.34 13.43 1.11 6018 304 120 4 TRUE 0.62
non-small cell lung cancer RAS_12C MAX Any amplification 226 67 -6.16 -15.73 -0.96 728.64 1.00 4226 226 67 0 FALSE 0.84
non-small cell lung cancer RAS_12C NFE2L2 Any amplification 308 109 -0.44 -1.54 0.52 218.50 1.02 6041 304 105 4 FALSE 0.36
non-small cell lung cancer RAS_12C JAK2 Any amplification 309 115 -0.21 -1.27 0.66 1271.51 1.00 6102 304 110 5 TRUE 0.17
non-small cell lung cancer RAS_12C GLI1 Any amplification 295 176 -0.66 -1.72 0.15 703.16 1.00 5566 290 171 5 FALSE 0.76
non-small cell lung cancer KRAS_12C ATR Any amplification 606 100 -0.72 -1.59 0.02 1552.80 1.00 4037 599 93 7 FALSE 1.15
non-small cell lung cancer KRAS_12C PDGFRA Any amplification 835 133 -0.92 -1.65 -0.19 1310.41 1.00 5561 827 125 8 TRUE 1.88
non-small cell lung cancer KRAS_12C FBXW7 Any amplification 835 77 -0.62 -1.63 0.20 754.42 1.00 5615 829 71 6 TRUE 0.73
non-small cell lung cancer KRAS_12C MAP3K1 Any amplification 821 149 -0.23 -0.80 0.28 1224.67 1.00 5492 805 133 16 FALSE 0.41
non-small cell lung cancer KRAS_12C NSD1 Any amplification 606 85 -0.15 -0.88 0.54 722.42 1.01 4047 596 75 10 FALSE 0.17
non-small cell lung cancer KRAS_12C FLT4 Any amplification 821 187 -0.29 -0.79 0.17 1075.33 1.00 5457 802 168 19 TRUE 0.63
colorectal cancer KRAS_12C PTPRD Any amplification 94 56 0.06 -1.42 1.24 1493.18 1.00 3030 92 54 2 FALSE 0.03
non-small cell lung cancer KRAS_12C PTPRD Any amplification 642 55 0.27 -0.51 0.93 1509.17 1.00 4443 633 46 9 FALSE 0.33
non-small cell lung cancer KRAS_12C RET Any amplification 835 83 0.47 -0.12 0.97 1005.87 1.00 5619 819 67 16 TRUE 1.04
colorectal cancer KRAS_12C KDM5A Any amplification 98 122 0.43 -0.47 1.20 1276.46 1.00 3048 92 116 6 FALSE 0.50
non-small cell lung cancer KRAS_12C KDM5A Any amplification 606 136 0.15 -0.31 0.59 1459.79 1.00 4006 586 116 20 FALSE 0.28
non-small cell lung cancer KRAS_12C TSHR Any amplification 606 53 -2.41 -5.12 -0.79 990.47 1.00 4070 605 52 1 TRUE 1.45
colorectal cancer KRAS_12C CREBBP Any amplification 123 97 0.34 -0.72 1.23 1345.77 1.00 3861 118 92 5 TRUE 0.32
non-small cell lung cancer KRAS_12C CREBBP Any amplification 821 205 -0.48 -0.99 -0.02 1267.90 1.00 5445 804 188 17 TRUE 1.26
colorectal cancer KRAS_12C BRIP1 Any amplification 123 92 -0.85 -2.80 0.43 1502.63 1.00 3860 122 91 1 TRUE 0.51
non-small cell lung cancer KRAS_12C BRIP1 Any amplification 821 240 0.36 0.00 0.70 1612.53 1.00 5427 779 198 42 TRUE 1.37
colorectal cancer KRAS_12C AXIN2 Any amplification 89 94 -0.34 -1.80 0.70 1194.92 1.00 2742 87 92 2 TRUE 0.23
non-small cell lung cancer KRAS_12C AXIN2 Any amplification 585 87 0.28 -0.32 0.83 1371.98 1.00 3854 570 72 15 TRUE 0.49
colorectal cancer KRAS_12C SMARCA4 Any amplification 123 81 0.66 -0.40 1.59 1386.39 1.00 3877 118 76 5 FALSE 0.72
colorectal cancer KRAS_12C PTPRT Any amplification 69 71 -1.26 -4.23 0.64 1274.14 1.00 2208 68 70 1 FALSE 0.53
colorectal cancer KRAS_12C BLM Any amplification 123 60 -0.20 -1.77 1.06 1672.27 1.00 3893 121 58 2 TRUE 0.11
non-small cell lung cancer KRAS_12C BLM Any amplification 821 97 -0.41 -1.17 0.26 1488.60 1.00 5537 812 88 9 TRUE 0.60
colorectal cancer KRAS_12C PIK3CA Any amplification 123 72 0.66 -0.48 1.61 1713.30 1.00 3903 118 67 5 TRUE 0.68
non-small cell lung cancer KRAS_12C PIK3CA Any amplification 835 434 -1.33 -1.84 -0.86 1594.16 1.00 5269 818 417 17 TRUE 7.02
non-small cell lung cancer KRAS_12C GATA3 Any amplification 821 65 0.40 -0.23 1.00 1409.50 1.00 5572 809 53 12 FALSE 0.68
colorectal cancer KRAS_12C ESR1 Any amplification 123 57 0.41 -0.93 1.49 1297.88 1.00 3899 120 54 3 TRUE 0.29
non-small cell lung cancer KRAS_12C ALK Any amplification 835 134 -0.27 -0.82 0.25 1375.57 1.00 5566 821 120 14 TRUE 0.48
colorectal cancer KRAS_12C RNF43 Any amplification 98 101 -0.04 -1.32 0.95 1406.65 1.00 3068 95 98 3 TRUE 0.02
non-small cell lung cancer KRAS_12C RNF43 Any amplification 606 73 0.60 0.00 1.15 1486.89 1.00 4073 590 57 16 TRUE 1.37
non-small cell lung cancer KRAS_12C U2AF1 Any amplification 819 95 -0.27 -0.99 0.35 1427.47 1.00 5512 809 85 10 FALSE 0.37
colorectal cancer KRAS_12C LATS2 Any amplification 69 61 1.02 -0.10 1.92 1309.08 1.00 2222 64 56 5 FALSE 1.31
non-small cell lung cancer KRAS_12C ARID1A Any amplification 821 52 -1.54 -3.32 -0.23 1384.59 1.00 5583 819 50 2 TRUE 1.27
non-small cell lung cancer KRAS_12C PIK3R1 Any amplification 821 121 -0.13 -0.73 0.41 974.66 1.01 5526 807 107 14 TRUE 0.19
colorectal cancer KRAS_12C IKZF1 Any amplification 123 459 0.03 -0.54 0.56 1409.77 1.00 3507 108 444 15 TRUE 0.03
non-small cell lung cancer KRAS_12C IKZF1 Any amplification 821 553 -0.49 -0.80 -0.20 1363.20 1.00 5119 774 506 47 TRUE 2.64
colorectal cancer KRAS_12C TERT Any amplification 116 175 0.00 -0.87 0.79 1375.05 1.00 3541 110 169 6 TRUE 0.00
non-small cell lung cancer KRAS_12C TERT Any amplification 809 925 -0.33 -0.56 -0.12 1407.65 1.00 4672 717 833 92 TRUE 2.45
non-small cell lung cancer KRAS_12C FGFR4 Any amplification 821 192 -0.24 -0.72 0.16 728.22 1.00 5461 801 172 20 TRUE 0.52
colorectal cancer KRAS_12C ABL1 Any amplification 123 77 0.32 -0.83 1.31 1216.45 1.00 3895 119 73 4 TRUE 0.25
non-small cell lung cancer KRAS_12C ABL1 Any amplification 835 54 -0.60 -1.75 0.31 1513.65 1.00 5628 831 50 4 TRUE 0.59
non-small cell lung cancer KRAS_12C NOTCH2 Any amplification 821 89 -1.27 -2.33 -0.34 1163.23 1.00 5548 817 85 4 TRUE 1.86
colorectal cancer KRAS_12C DDR2 Any amplification 123 133 -0.29 -1.55 0.63 1445.55 1.00 3823 120 130 3 TRUE 0.23
non-small cell lung cancer KRAS_12C DDR2 Any amplification 821 574 0.51 0.28 0.74 1439.01 1.00 5167 713 466 108 TRUE 4.87
colorectal cancer KRAS_12C SMO Any amplification 123 337 0.46 -0.13 0.99 1599.04 1.00 3649 107 321 16 TRUE 0.94
non-small cell lung cancer KRAS_12C SMO Any amplification 835 339 -0.28 -0.66 0.07 1425.68 1.00 5381 801 305 34 TRUE 0.92
non-small cell lung cancer KRAS_12C KMT2A Any amplification 821 116 -0.49 -1.15 0.12 774.25 1.00 5519 811 106 10 FALSE 0.81
colorectal cancer KRAS_12C JAK3 Any amplification 123 73 0.06 -1.10 1.05 1380.92 1.00 3900 120 70 3 TRUE 0.04
non-small cell lung cancer KRAS_12C JAK3 Any amplification 835 72 -0.49 -1.35 0.25 1489.77 1.00 5620 829 66 6 TRUE 0.62
non-small cell lung cancer KRAS_12C STAG2 Any amplification 821 79 -0.46 -1.31 0.29 1263.13 1.00 5553 814 72 7 TRUE 0.59
colorectal cancer KRAS_12C BRCA2 Any amplification 123 809 0.44 0.00 0.84 1257.00 1.00 3178 89 775 34 TRUE 1.46
non-small cell lung cancer KRAS_12C FGFR3 Any amplification 835 112 0.09 -0.48 0.60 1413.85 1.00 5590 819 96 16 TRUE 0.13
non-small cell lung cancer KRAS_12C IGF1R Any amplification 821 99 -0.56 -1.37 0.11 1529.44 1.00 5542 813 91 8 TRUE 0.86
colorectal cancer KRAS_12C KEAP1 Any amplification 119 62 -0.24 -1.96 1.03 1195.33 1.00 3731 117 60 2 FALSE 0.11
colorectal cancer KRAS_12C CDKN2A Any amplification 123 121 0.27 -0.76 1.11 1653.40 1.00 3854 118 116 5 TRUE 0.25
non-small cell lung cancer KRAS_12C CDKN2A Any amplification 835 62 0.34 -0.36 0.93 1376.01 1.00 5635 824 51 11 TRUE 0.50
colorectal cancer KRAS_12C IRS2 Any amplification 76 66 -1.20 -4.24 0.61 658.03 1.00 2435 75 65 1 FALSE 0.47
colorectal cancer KRAS_12C FANCA Any amplification 123 116 0.75 -0.07 1.42 1438.81 1.00 3845 115 108 8 TRUE 1.23
non-small cell lung cancer KRAS_12C FANCA Any amplification 821 81 -0.77 -1.71 0.07 1555.00 1.00 5557 816 76 5 TRUE 1.04
colorectal cancer KRAS_12C IL7R Any amplification 98 84 0.31 -0.84 1.24 1271.09 1.00 3084 94 80 4 FALSE 0.26
non-small cell lung cancer KRAS_12C IL7R Any amplification 606 300 -0.04 -0.38 0.28 1332.92 1.00 3859 569 263 37 FALSE 0.10
colorectal cancer KRAS_12C ERBB3 Any amplification 123 81 1.17 0.36 1.87 1464.51 1.00 3880 115 73 8 TRUE 2.71
non-small cell lung cancer KRAS_12C ERBB3 Any amplification 821 121 0.55 0.09 0.96 1406.09 1.00 5536 797 97 24 TRUE 1.85
non-small cell lung cancer KRAS_12C ATM Any amplification 835 114 -0.48 -1.20 0.14 1357.35 1.00 5582 825 104 10 TRUE 0.83
colorectal cancer KRAS_12C RB1 Any amplification 123 741 0.34 -0.07 0.75 1346.34 1.00 3258 94 712 29 TRUE 0.95
colorectal cancer KRAS_12C KMT2D Any amplification 123 76 1.24 0.39 1.97 1453.38 1.00 3883 115 68 8 FALSE 2.74
non-small cell lung cancer KRAS_12C KMT2D Any amplification 821 80 0.32 -0.28 0.86 1553.04 1.00 5558 808 67 13 FALSE 0.55
colorectal cancer KRAS_12C TSC2 Any amplification 123 101 0.52 -0.43 1.34 1444.13 1.00 3858 117 95 6 TRUE 0.59
non-small cell lung cancer KRAS_12C TSC2 Any amplification 821 206 -0.69 -1.25 -0.18 1419.97 1.00 5441 807 192 14 TRUE 1.95
non-small cell lung cancer KRAS_12C APC Any amplification 835 112 -0.45 -1.11 0.18 1390.77 1.00 5576 825 102 10 TRUE 0.75
colorectal cancer KRAS_12C ERBB2 Any amplification 123 224 -0.58 -1.65 0.28 1470.02 1.00 3750 119 220 4 TRUE 0.63
non-small cell lung cancer KRAS_12C ERBB2 Any amplification 835 281 -0.12 -0.52 0.25 1212.74 1.00 5438 802 248 33 TRUE 0.29
colorectal cancer KRAS_12C ARID2 Any amplification 123 72 1.27 0.42 2.04 1356.85 1.00 3887 115 64 8 FALSE 2.78
non-small cell lung cancer KRAS_12C ARID2 Any amplification 821 99 0.14 -0.42 0.68 1379.51 1.00 5540 807 85 14 FALSE 0.20
non-small cell lung cancer KRAS_12C MTOR Any amplification 821 75 -1.81 -3.58 -0.63 507.21 1.01 5560 819 73 2 TRUE 1.94
colorectal cancer KRAS_12C RFWD2 Any amplification 92 64 -0.09 -1.54 1.02 1434.91 1.00 2895 90 62 2 FALSE 0.05
non-small cell lung cancer KRAS_12C RFWD2 Any amplification 675 297 0.15 -0.20 0.47 1436.76 1.00 4522 633 255 42 FALSE 0.41
colorectal cancer KRAS_12C NOTCH1 Any amplification 123 95 -0.18 -1.48 0.87 1452.34 1.00 3878 120 92 3 TRUE 0.12
non-small cell lung cancer KRAS_12C NOTCH1 Any amplification 835 64 -0.60 -1.55 0.19 1224.69 1.00 5627 830 59 5 TRUE 0.75
colorectal cancer KRAS_12C NTRK1 Any amplification 123 129 -0.01 -1.06 0.88 1382.54 1.00 3828 119 125 4 TRUE 0.01
non-small cell lung cancer KRAS_12C NTRK1 Any amplification 821 607 0.53 0.30 0.74 1443.78 1.00 5141 706 492 115 TRUE 5.49
non-small cell lung cancer KRAS_12C KIT Any amplification 835 158 -0.64 -1.28 -0.07 1438.44 1.00 5540 823 146 12 TRUE 1.43
non-small cell lung cancer KRAS_12C KDR Any amplification 835 145 -0.86 -1.57 -0.23 1208.79 1.00 5550 826 136 9 TRUE 1.91
colorectal cancer KRAS_12C RICTOR Any amplification 98 89 0.50 -0.42 1.39 1283.39 1.00 3082 93 84 5 FALSE 0.55
non-small cell lung cancer KRAS_12C RICTOR Any amplification 606 298 -0.07 -0.43 0.28 1482.10 1.00 3868 570 262 36 FALSE 0.15
non-small cell lung cancer KRAS_12C CSF1R Any amplification 658 67 -0.28 -1.10 0.46 1103.95 1.00 4522 651 60 7 TRUE 0.30
colorectal cancer KRAS_12C PARK2 Any amplification 120 51 0.93 -0.27 1.93 1317.15 1.00 3861 116 47 4 FALSE 1.04
colorectal cancer KRAS_12C NTRK2 Any amplification 123 66 0.61 -0.65 1.56 1275.60 1.00 3891 119 62 4 FALSE 0.57
colorectal cancer KRAS_12C PTCH1 Any amplification 123 72 0.55 -0.61 1.51 1245.55 1.00 3885 119 68 4 TRUE 0.49
colorectal cancer KRAS_12C HNF1A Any amplification 120 61 1.32 0.50 2.13 1393.27 1.00 3852 113 54 7 TRUE 2.86
non-small cell lung cancer KRAS_12C HNF1A Any amplification 833 62 0.41 -0.24 1.04 1554.46 1.00 5599 822 51 11 TRUE 0.67
non-small cell lung cancer KRAS_12C DICER1 Any amplification 819 132 -1.67 -2.85 -0.77 1527.20 1.00 5461 815 128 4 TRUE 2.80
non-small cell lung cancer KRAS_12C NTRK3 Any amplification 821 91 -0.43 -1.19 0.17 124.14 1.04 5550 813 83 8 FALSE 0.63
colorectal cancer KRAS_12C PALB2 Any amplification 123 110 0.42 -0.52 1.25 1344.32 1.00 3849 117 104 6 TRUE 0.45
non-small cell lung cancer KRAS_12C PALB2 Any amplification 821 186 -0.66 -1.28 -0.12 1494.66 1.00 5460 808 173 13 TRUE 1.62
colorectal cancer KRAS_12C CDH1 Any amplification 123 112 0.15 -0.94 1.08 1484.21 1.00 3861 118 107 5 TRUE 0.11
non-small cell lung cancer KRAS_12C CDH1 Any amplification 835 109 -1.56 -2.71 -0.65 1407.75 1.00 5572 832 106 3 TRUE 2.41
colorectal cancer KRAS_12C CDK12 Any amplification 98 112 -1.09 -3.05 0.23 1416.19 1.00 3055 97 111 1 FALSE 0.72
non-small cell lung cancer KRAS_12C CDK12 Any amplification 606 106 -0.13 -0.75 0.42 1594.00 1.00 4037 593 93 13 FALSE 0.18
colorectal cancer KRAS_12C BRD4 Any amplification 120 67 0.16 -1.16 1.23 1477.34 1.00 3823 117 64 3 FALSE 0.10
non-small cell lung cancer KRAS_12C BRD4 Any amplification 819 52 -0.36 -1.31 0.47 1468.35 1.00 5542 814 47 5 FALSE 0.36
colorectal cancer KRAS_12C ASXL1 Any amplification 123 1033 -0.12 -0.56 0.28 1482.41 1.00 2947 94 1004 29 TRUE 0.24
non-small cell lung cancer KRAS_12C ASXL1 Any amplification 821 238 -0.55 -1.06 -0.11 1441.54 1.00 5406 802 219 19 TRUE 1.62
non-small cell lung cancer KRAS_12C EP300 Any amplification 821 89 -0.60 -1.44 0.12 1271.56 1.00 5543 814 82 7 TRUE 0.90
colorectal cancer KRAS_12C ERBB4 Any amplification 123 57 0.92 -0.11 1.76 1581.60 1.00 3918 118 52 5 TRUE 1.28
non-small cell lung cancer KRAS_12C ERBB4 Any amplification 835 73 0.19 -0.48 0.79 1466.01 1.00 5624 824 62 11 TRUE 0.26
colorectal cancer KRAS_12C RECQL4 Any amplification 110 564 -0.11 -0.68 0.40 1372.79 1.00 2913 94 548 16 TRUE 0.17
non-small cell lung cancer KRAS_12C RECQL4 Any amplification 748 533 0.31 0.08 0.54 1534.34 1.00 4533 659 444 89 TRUE 2.03
colorectal cancer KRAS_12C ERCC5 Any amplification 114 720 0.26 -0.20 0.70 1167.40 1.00 2928 87 693 27 TRUE 0.61
non-small cell lung cancer KRAS_12C ERCC5 Any amplification 800 87 0.15 -0.47 0.71 1613.87 1.00 5355 787 74 13 TRUE 0.21
colorectal cancer KRAS_12C BRCA1 Any amplification 123 88 -0.78 -2.72 0.53 1344.05 1.00 3866 122 87 1 TRUE 0.43
non-small cell lung cancer KRAS_12C BRCA1 Any amplification 821 173 0.47 0.09 0.82 1403.70 1.00 5493 788 140 33 TRUE 1.79
colorectal cancer KRAS_12C TSC1 Any amplification 123 81 -0.04 -1.31 1.00 1326.45 1.00 3875 120 78 3 TRUE 0.02
non-small cell lung cancer KRAS_12C TSC1 Any amplification 821 56 -0.43 -1.40 0.40 1553.34 1.00 5582 816 51 5 TRUE 0.46
non-small cell lung cancer KRAS_12C FLCN Any amplification 819 53 0.41 -0.39 1.05 835.91 1.00 5546 809 43 10 TRUE 0.57
colorectal cancer KRAS_12C NF1 Any amplification 123 101 -0.42 -1.89 0.69 1501.15 1.00 3854 121 99 2 TRUE 0.29
non-small cell lung cancer KRAS_12C NF1 Any amplification 821 173 0.17 -0.26 0.59 1638.86 1.00 5486 795 147 26 TRUE 0.38
colorectal cancer KRAS_12C FLT1 Any amplification 123 903 0.42 0.04 0.81 1165.37 1.00 3085 86 866 37 FALSE 1.47
non-small cell lung cancer KRAS_12C RPTOR Any amplification 606 91 0.18 -0.42 0.72 1362.71 1.00 4045 592 77 14 FALSE 0.28
non-small cell lung cancer KRAS_12C EPHA5 Any amplification 696 58 -0.49 -1.54 0.42 1206.14 1.00 4920 691 53 5 FALSE 0.48
colorectal cancer KRAS_12C GNAS Any amplification 123 982 -0.04 -0.47 0.38 1603.83 1.00 3017 94 953 29 TRUE 0.08
non-small cell lung cancer KRAS_12C GNAS Any amplification 835 306 -0.41 -0.80 -0.02 1475.38 1.00 5408 807 278 28 TRUE 1.41
colorectal cancer KRAS_12C SF3B1 Any amplification 123 74 0.72 -0.30 1.62 1574.70 1.00 3884 118 69 5 TRUE 0.88
non-small cell lung cancer KRAS_12C SF3B1 Any amplification 821 91 0.31 -0.28 0.82 1487.67 1.00 5557 806 76 15 TRUE 0.56
non-small cell lung cancer KRAS_12C ROS1 Any amplification 821 63 -1.70 -3.57 -0.40 1434.52 1.00 5572 819 61 2 TRUE 1.51
colorectal cancer KRAS_12C FLT3 Any amplification 123 922 0.40 -0.04 0.80 1033.24 1.00 3085 86 885 37 TRUE 1.21
non-small cell lung cancer KRAS_12C MSH2 Any amplification 821 129 -0.29 -0.90 0.24 1272.15 1.00 5517 808 116 13 TRUE 0.50
colorectal cancer KRAS_12C DIS3 Any amplification 123 762 0.47 0.04 0.88 1512.04 1.00 3222 90 729 33 FALSE 1.59
non-small cell lung cancer KRAS_12C DIS3 Any amplification 821 82 0.14 -0.54 0.70 1418.09 1.00 5555 809 70 12 FALSE 0.19
colorectal cancer KRAS_12C AXL Any amplification 123 98 0.56 -0.37 1.42 1360.83 1.00 3861 117 92 6 FALSE 0.65
non-small cell lung cancer KRAS_12C AXL Any amplification 821 165 -0.44 -0.99 0.10 1574.61 1.00 5482 807 151 14 FALSE 0.95
colorectal cancer KRAS_12C EGFR Any amplification 123 540 0.05 -0.47 0.54 1479.82 1.00 3448 105 522 18 TRUE 0.07
non-small cell lung cancer KRAS_12C EGFR Any amplification 835 848 -0.81 -1.08 -0.54 1510.31 1.00 4894 779 792 56 TRUE 8.02
colorectal cancer KRAS_12C ARID1B Any amplification 120 55 0.80 -0.33 1.78 208.36 1.02 3857 116 51 4 TRUE 0.79
non-small cell lung cancer KRAS_12C NKX2-1 Any amplification 821 790 0.23 0.03 0.43 1332.34 1.00 4955 701 670 120 TRUE 1.59
colorectal cancer KRAS_12C WT1 Any amplification 123 61 -0.19 -1.66 1.01 1477.56 1.00 3892 121 59 2 TRUE 0.11
non-small cell lung cancer KRAS_12C WT1 Any amplification 821 84 -0.35 -1.13 0.30 1400.16 1.00 5549 813 76 8 TRUE 0.49
colorectal cancer KRAS_12C MET Any amplification 123 442 0.36 -0.18 0.84 1505.24 1.00 3547 104 423 19 TRUE 0.78
non-small cell lung cancer KRAS_12C MET Any amplification 835 545 -0.52 -0.86 -0.23 1434.94 1.00 5186 790 500 45 TRUE 2.98
colorectal cancer KRAS_12C PMS1 Any amplification 114 60 0.86 -0.10 1.77 1384.39 1.00 3566 109 55 5 TRUE 1.13
non-small cell lung cancer KRAS_12C PMS1 Any amplification 800 96 -0.01 -0.60 0.52 1444.93 1.00 5345 788 84 12 TRUE 0.01
colorectal cancer KRAS_12C BRAF Any amplification 123 357 0.47 -0.06 0.96 1558.48 1.00 3630 106 340 17 TRUE 1.10
non-small cell lung cancer KRAS_12C BRAF Any amplification 835 372 -0.29 -0.65 0.03 1518.59 1.00 5351 798 335 37 TRUE 1.03
non-small cell lung cancer KRAS_12C PDGFRB Any amplification 821 128 -0.44 -1.00 0.18 41.06 1.08 5517 809 116 12 TRUE 0.75
colorectal cancer KRAS_12C CARD11 Any amplification 123 512 -0.01 -0.58 0.48 1459.87 1.00 3455 107 496 16 FALSE 0.01
non-small cell lung cancer KRAS_12C CARD11 Any amplification 821 573 -0.24 -0.53 0.03 1339.03 1.00 5112 761 513 60 FALSE 1.04
non-small cell lung cancer KRAS_12C DNMT3A Any amplification 821 124 -0.35 -1.01 0.22 1409.63 1.00 5513 809 112 12 TRUE 0.58
non-small cell lung cancer KRAS_12C MSH6 Any amplification 821 128 -0.21 -0.82 0.32 1378.82 1.00 5519 807 114 14 TRUE 0.33
non-small cell lung cancer KRAS_12C MAX Any amplification 585 67 -0.98 -2.10 -0.07 1090.48 1.00 3871 581 63 4 FALSE 1.18
colorectal cancer KRAS_12C NFE2L2 Any amplification 123 60 0.85 -0.18 1.73 1564.29 1.00 3898 118 55 5 FALSE 1.06
non-small cell lung cancer KRAS_12C NFE2L2 Any amplification 821 109 0.02 -0.55 0.54 1572.69 1.00 5538 807 95 14 FALSE 0.02
colorectal cancer KRAS_12C SOX9 Any amplification 120 200 -0.04 -0.87 0.69 1508.14 1.00 3693 114 194 6 FALSE 0.04
non-small cell lung cancer KRAS_12C SOX9 Any amplification 819 257 0.32 -0.01 0.66 1460.27 1.00 5375 776 214 43 FALSE 1.22
colorectal cancer KRAS_12C ETV1 Any amplification 123 531 0.07 -0.44 0.57 1332.26 1.00 3438 105 513 18 TRUE 0.12
non-small cell lung cancer KRAS_12C ETV1 Any amplification 821 611 -0.28 -0.55 -0.02 1486.24 1.00 5076 759 549 62 TRUE 1.39
colorectal cancer KRAS_12C JAK2 Any amplification 123 112 0.53 -0.42 1.27 1482.26 1.00 3864 117 106 6 TRUE 0.68
non-small cell lung cancer KRAS_12C JAK2 Any amplification 835 115 0.30 -0.22 0.74 1540.21 1.00 5590 816 96 19 TRUE 0.62
colorectal cancer KRAS_12C DNMT3B Any amplification 67 86 -1.46 -4.33 0.31 1160.71 1.00 2085 66 85 1 FALSE 0.66
colorectal cancer KRAS_12C FGFR1 Any amplification 123 270 0.00 -0.72 0.65 1414.15 1.00 3709 114 261 9 TRUE 0.00
non-small cell lung cancer KRAS_12C FGFR1 Any amplification 835 302 -0.60 -1.03 -0.19 1481.18 1.00 5407 812 279 23 TRUE 2.27
non-small cell lung cancer KRAS_12C SH2B3 Any amplification 786 56 0.21 -0.57 0.94 1167.52 1.00 5237 777 47 9 FALSE 0.23
colorectal cancer KRAS_12C GLI1 Any amplification 113 62 1.27 0.37 2.01 1314.17 1.00 3630 106 55 7 FALSE 2.63
non-small cell lung cancer KRAS_12C GLI1 Any amplification 784 176 -0.08 -0.54 0.35 1420.08 1.00 5093 763 155 21 FALSE 0.13
colorectal cancer KRAS_12C NCOA3 Any amplification 60 69 -5.73 -14.93 -0.42 1046.83 1.00 1899 60 69 0 TRUE 0.75
non-small cell lung cancer RAS_13 ATR Any amplification 111 100 0.45 -0.72 1.43 1428.27 1.00 4529 107 96 4 FALSE 0.38
non-small cell lung cancer RAS_13 PDGFRA Any amplification 145 133 -1.57 -4.42 0.21 1236.25 1.00 6244 144 132 1 TRUE 0.72
non-small cell lung cancer RAS_13 FBXW7 Any amplification 145 77 -0.15 -1.87 1.21 716.03 1.00 6301 143 75 2 TRUE 0.07
non-small cell lung cancer RAS_13 MAP3K1 Any amplification 145 149 -0.77 -2.49 0.57 1375.21 1.00 6154 143 147 2 FALSE 0.47
non-small cell lung cancer RAS_13 NSD1 Any amplification 111 85 -1.16 -3.97 0.69 1127.79 1.00 4533 110 84 1 FALSE 0.50
non-small cell lung cancer RAS_13 FLT4 Any amplification 145 187 -1.02 -2.84 0.21 1163.58 1.00 6116 143 185 2 TRUE 0.71
colorectal cancer RAS_13 PTPRD Any amplification 266 56 -0.14 -1.27 0.75 1692.40 1.00 2861 261 51 5 FALSE 0.11
non-small cell lung cancer RAS_13 PTPRD Any amplification 113 55 -1.72 -6.49 0.47 1305.68 1.00 4963 113 55 0 FALSE 0.49
non-small cell lung cancer RAS_13 RET Any amplification 145 83 -1.02 -3.56 0.60 1241.47 1.01 6294 144 82 1 TRUE 0.54
colorectal cancer RAS_13 KDM5A Any amplification 282 122 0.26 -0.36 0.81 1444.42 1.00 2872 268 108 14 FALSE 0.42
non-small cell lung cancer RAS_13 KDM5A Any amplification 111 136 -0.42 -1.75 0.61 1422.16 1.00 4483 109 134 2 FALSE 0.30
non-small cell lung cancer RAS_13 TSHR Any amplification 111 53 -5.28 -15.61 -0.13 1306.66 1.00 4564 111 53 0 TRUE 0.67
colorectal cancer RAS_13 CREBBP Any amplification 342 97 -1.43 -2.95 -0.33 1376.02 1.00 3640 339 94 3 TRUE 1.53
non-small cell lung cancer RAS_13 CREBBP Any amplification 145 205 -2.91 -7.52 -0.77 1396.73 1.00 6104 145 205 0 TRUE 1.07
colorectal cancer RAS_13 BRIP1 Any amplification 342 92 0.17 -0.51 0.78 1567.38 1.00 3650 332 82 10 TRUE 0.21
non-small cell lung cancer RAS_13 BRIP1 Any amplification 145 240 -0.57 -1.73 0.30 1520.71 1.00 6064 142 237 3 TRUE 0.56
colorectal cancer RAS_13 AXIN2 Any amplification 251 94 0.11 -0.62 0.72 1433.23 1.00 2587 242 85 9 TRUE 0.13
non-small cell lung cancer RAS_13 AXIN2 Any amplification 109 87 0.20 -0.87 1.20 1328.30 1.00 4318 106 84 3 TRUE 0.15
colorectal cancer RAS_13 SMARCA4 Any amplification 342 81 -0.68 -1.92 0.26 690.34 1.00 3657 338 77 4 FALSE 0.68
colorectal cancer RAS_13 PTPRT Any amplification 207 71 -0.98 -2.52 0.17 1526.72 1.00 2072 204 68 3 FALSE 0.84
colorectal cancer RAS_13 BLM Any amplification 342 60 -0.62 -1.87 0.39 1752.85 1.00 3675 339 57 3 TRUE 0.54
non-small cell lung cancer RAS_13 BLM Any amplification 145 97 -0.37 -1.84 0.78 1394.55 1.00 6206 143 95 2 TRUE 0.23
colorectal cancer RAS_13 PIK3CA Any amplification 346 72 -0.16 -1.08 0.57 1331.84 1.00 3681 340 66 6 TRUE 0.15
non-small cell lung cancer RAS_13 PIK3CA Any amplification 145 434 -0.75 -1.82 0.04 1501.70 1.00 5947 140 429 5 TRUE 0.99
non-small cell lung cancer RAS_13 GATA3 Any amplification 145 65 0.10 -1.76 1.40 1431.24 1.00 6238 143 63 2 FALSE 0.05
colorectal cancer RAS_13 ESR1 Any amplification 342 57 -1.13 -2.88 0.17 1498.28 1.00 3679 340 55 2 TRUE 0.83
non-small cell lung cancer RAS_13 ALK Any amplification 145 134 -1.59 -4.31 0.26 1454.94 1.00 6243 144 133 1 TRUE 0.77
colorectal cancer RAS_13 RNF43 Any amplification 282 101 0.11 -0.58 0.71 1332.73 1.00 2891 272 91 10 TRUE 0.13
non-small cell lung cancer RAS_13 RNF43 Any amplification 111 73 -0.01 -1.39 1.09 1409.97 1.00 4554 109 71 2 TRUE 0.01
non-small cell lung cancer RAS_13 U2AF1 Any amplification 144 95 -5.54 -15.12 -0.50 1372.58 1.00 6177 144 95 0 FALSE 0.79
colorectal cancer RAS_13 LATS2 Any amplification 207 61 0.24 -0.61 0.96 1070.57 1.00 2086 200 54 7 FALSE 0.26
non-small cell lung cancer RAS_13 ARID1A Any amplification 145 52 -0.70 -3.41 1.27 853.94 1.00 6258 144 51 1 TRUE 0.25
non-small cell lung cancer RAS_13 PIK3R1 Any amplification 145 121 -1.51 -4.37 0.34 1258.30 1.00 6189 144 120 1 TRUE 0.69
colorectal cancer RAS_13 IKZF1 Any amplification 342 459 -0.53 -0.94 -0.13 1330.82 1.00 3298 317 434 25 TRUE 1.94
non-small cell lung cancer RAS_13 IKZF1 Any amplification 145 553 -0.67 -1.45 0.03 1529.29 1.00 5755 138 546 7 TRUE 1.14
colorectal cancer RAS_13 TERT Any amplification 320 175 -0.24 -0.84 0.34 1546.65 1.00 3343 308 163 12 TRUE 0.40
non-small cell lung cancer RAS_13 TERT Any amplification 143 925 -0.09 -0.57 0.35 1555.88 1.00 5266 123 905 20 TRUE 0.15
non-small cell lung cancer RAS_13 FGFR4 Any amplification 145 192 -1.90 -4.55 -0.19 424.10 1.01 6118 144 191 1 TRUE 0.96
colorectal cancer RAS_13 ABL1 Any amplification 346 77 0.11 -0.68 0.80 1530.52 1.00 3676 338 69 8 TRUE 0.12
non-small cell lung cancer RAS_13 ABL1 Any amplification 145 54 -1.66 -6.40 0.67 1517.92 1.00 6314 145 54 0 TRUE 0.43
non-small cell lung cancer RAS_13 NOTCH2 Any amplification 145 89 0.60 -0.64 1.59 1205.60 1.00 6224 141 85 4 TRUE 0.56
colorectal cancer RAS_13 DDR2 Any amplification 342 133 -0.25 -0.99 0.38 1505.98 1.00 3610 333 124 9 TRUE 0.33
non-small cell lung cancer RAS_13 DDR2 Any amplification 145 574 0.18 -0.39 0.64 1318.45 1.00 5751 129 558 16 TRUE 0.30
colorectal cancer RAS_13 SMO Any amplification 346 337 -0.41 -0.86 0.01 1440.09 1.00 3430 326 317 20 TRUE 1.15
non-small cell lung cancer RAS_13 SMO Any amplification 145 339 -0.04 -0.83 0.61 1486.19 1.00 6045 137 331 8 TRUE 0.04
non-small cell lung cancer RAS_13 KMT2A Any amplification 145 116 -5.99 -16.27 -0.78 657.29 1.00 6185 145 116 0 FALSE 0.65
colorectal cancer RAS_13 JAK3 Any amplification 346 73 -0.42 -1.47 0.48 1473.28 1.00 3679 341 68 5 TRUE 0.39
non-small cell lung cancer RAS_13 JAK3 Any amplification 145 72 -1.93 -6.21 0.20 1475.69 1.00 6304 145 72 0 TRUE 0.57
non-small cell lung cancer RAS_13 STAG2 Any amplification 145 79 -1.08 -4.09 0.72 1107.54 1.00 6223 144 78 1 TRUE 0.44
colorectal cancer RAS_13 BRCA2 Any amplification 342 809 -0.15 -0.44 0.13 1350.87 1.00 2986 281 748 61 TRUE 0.50
non-small cell lung cancer RAS_13 FGFR3 Any amplification 145 112 -1.36 -3.92 0.36 648.36 1.01 6265 144 111 1 TRUE 0.70
non-small cell lung cancer RAS_13 IGF1R Any amplification 145 99 -0.31 -2.09 0.91 1116.76 1.00 6212 143 97 2 TRUE 0.17
colorectal cancer RAS_13 KEAP1 Any amplification 326 62 -0.78 -2.20 0.34 1416.13 1.00 3525 323 59 3 FALSE 0.63
colorectal cancer RAS_13 CDKN2A Any amplification 346 121 0.27 -0.34 0.83 1341.38 1.00 3640 332 107 14 TRUE 0.43
non-small cell lung cancer RAS_13 CDKN2A Any amplification 145 62 -1.86 -7.22 0.52 1337.40 1.00 6314 145 62 0 TRUE 0.46
colorectal cancer RAS_13 IRS2 Any amplification 228 66 -0.07 -1.00 0.79 1209.38 1.00 2288 222 60 6 FALSE 0.05
colorectal cancer RAS_13 FANCA Any amplification 342 116 -1.18 -2.33 -0.20 1428.55 1.00 3622 338 112 4 TRUE 1.51
non-small cell lung cancer RAS_13 FANCA Any amplification 145 81 -2.36 -6.67 -0.11 1374.84 1.00 6228 145 81 0 TRUE 0.80
colorectal cancer RAS_13 IL7R Any amplification 282 84 -0.45 -1.40 0.37 1677.68 1.00 2901 277 79 5 FALSE 0.51
non-small cell lung cancer RAS_13 IL7R Any amplification 111 300 -0.13 -0.96 0.58 1517.26 1.00 4324 104 293 7 FALSE 0.13
colorectal cancer RAS_13 ERBB3 Any amplification 342 81 0.09 -0.71 0.79 1516.86 1.00 3661 334 73 8 TRUE 0.09
non-small cell lung cancer RAS_13 ERBB3 Any amplification 145 121 -0.34 -1.78 0.75 1531.77 1.00 6190 143 119 2 TRUE 0.23
non-small cell lung cancer RAS_13 ATM Any amplification 145 114 -5.64 -15.45 -0.62 699.88 1.01 6262 145 114 0 TRUE 0.63
colorectal cancer RAS_13 RB1 Any amplification 346 741 -0.12 -0.41 0.16 1360.47 1.00 3063 289 684 57 TRUE 0.39
colorectal cancer RAS_13 KMT2D Any amplification 342 76 0.41 -0.29 1.07 1547.10 1.00 3666 332 66 10 FALSE 0.64
non-small cell lung cancer RAS_13 KMT2D Any amplification 145 80 -1.84 -6.59 0.42 1435.42 1.00 6221 145 80 0 FALSE 0.45
colorectal cancer RAS_13 TSC2 Any amplification 342 101 -1.46 -2.83 -0.39 1423.00 1.00 3636 339 98 3 TRUE 1.70
non-small cell lung cancer RAS_13 TSC2 Any amplification 145 206 -2.85 -6.56 -0.76 1309.62 1.00 6103 145 206 0 TRUE 1.11
non-small cell lung cancer RAS_13 APC Any amplification 145 112 -1.42 -4.20 0.38 997.69 1.01 6257 144 111 1 TRUE 0.64
colorectal cancer RAS_13 ERBB2 Any amplification 346 224 -0.48 -1.11 0.09 1553.37 1.00 3536 333 211 13 TRUE 0.96
non-small cell lung cancer RAS_13 ERBB2 Any amplification 145 281 -1.12 -2.60 -0.09 1497.72 1.00 6097 143 279 2 TRUE 1.13
colorectal cancer RAS_13 ARID2 Any amplification 342 72 0.45 -0.33 1.12 1493.19 1.00 3670 332 62 10 FALSE 0.66
non-small cell lung cancer RAS_13 ARID2 Any amplification 145 99 -2.06 -6.81 0.32 1422.00 1.00 6202 145 99 0 FALSE 0.53
non-small cell lung cancer RAS_13 MTOR Any amplification 145 75 -0.05 -1.92 1.25 1343.96 1.00 6236 143 73 2 TRUE 0.02
colorectal cancer RAS_13 RFWD2 Any amplification 257 64 -0.20 -1.15 0.67 1509.33 1.00 2733 252 59 5 FALSE 0.18
non-small cell lung cancer RAS_13 RFWD2 Any amplification 124 297 -0.39 -1.39 0.43 1546.78 1.00 5036 119 292 5 FALSE 0.40
colorectal cancer RAS_13 NOTCH1 Any amplification 346 95 0.26 -0.42 0.88 1433.68 1.00 3663 335 84 11 TRUE 0.36
non-small cell lung cancer RAS_13 NOTCH1 Any amplification 145 64 -1.79 -6.84 0.46 1298.64 1.00 6312 145 64 0 TRUE 0.47
colorectal cancer RAS_13 NTRK1 Any amplification 342 129 -0.22 -0.94 0.41 1518.14 1.00 3614 333 120 9 TRUE 0.28
non-small cell lung cancer RAS_13 NTRK1 Any amplification 145 607 0.27 -0.25 0.73 1244.95 1.00 5720 127 589 18 TRUE 0.54
non-small cell lung cancer RAS_13 KIT Any amplification 145 158 -0.84 -2.72 0.53 1322.19 1.00 6220 143 156 2 TRUE 0.53
non-small cell lung cancer RAS_13 KDR Any amplification 145 145 -1.67 -4.35 0.09 1411.38 1.00 6232 144 144 1 TRUE 0.81
colorectal cancer RAS_13 RICTOR Any amplification 282 89 -0.49 -1.40 0.31 1309.10 1.00 2898 277 84 5 FALSE 0.58
non-small cell lung cancer RAS_13 RICTOR Any amplification 111 298 -0.12 -0.99 0.63 1536.90 1.00 4334 104 291 7 FALSE 0.12
non-small cell lung cancer RAS_13 CSF1R Any amplification 114 67 -5.51 -15.80 -0.24 1296.93 1.00 5059 114 67 0 TRUE 0.71
colorectal cancer RAS_13 PARK2 Any amplification 336 51 -0.98 -2.68 0.27 1293.62 1.00 3643 334 49 2 FALSE 0.71
colorectal cancer RAS_13 NTRK2 Any amplification 342 66 0.35 -0.47 1.04 1375.30 1.00 3676 334 58 8 FALSE 0.44
colorectal cancer RAS_13 PTCH1 Any amplification 342 72 0.27 -0.52 0.91 1347.05 1.00 3670 334 64 8 TRUE 0.33
colorectal cancer RAS_13 HNF1A Any amplification 339 61 0.17 -0.73 0.96 1429.89 1.00 3633 332 54 7 TRUE 0.16
non-small cell lung cancer RAS_13 HNF1A Any amplification 144 62 -1.66 -5.93 0.60 1423.02 1.00 6277 144 62 0 TRUE 0.45
non-small cell lung cancer RAS_13 DICER1 Any amplification 144 132 -5.50 -15.41 -0.92 803.37 1.01 6132 144 132 0 TRUE 0.78
non-small cell lung cancer RAS_13 NTRK3 Any amplification 145 91 -1.17 -3.94 0.61 1279.10 1.00 6219 144 90 1 FALSE 0.52
colorectal cancer RAS_13 PALB2 Any amplification 342 110 -0.68 -1.66 0.12 1434.83 1.00 3630 336 104 6 TRUE 0.88
non-small cell lung cancer RAS_13 PALB2 Any amplification 145 186 -2.66 -6.96 -0.50 1389.75 1.00 6123 145 186 0 TRUE 0.84
colorectal cancer RAS_13 CDH1 Any amplification 346 112 -1.52 -2.87 -0.41 1483.83 1.00 3636 343 109 3 TRUE 1.78
non-small cell lung cancer RAS_13 CDH1 Any amplification 145 109 -2.67 -7.02 -0.51 1368.50 1.00 6259 145 109 0 TRUE 0.78
colorectal cancer RAS_13 CDK12 Any amplification 282 112 -0.52 -1.40 0.20 1522.55 1.00 2877 275 105 7 FALSE 0.70
non-small cell lung cancer RAS_13 CDK12 Any amplification 111 106 -2.26 -6.94 -0.04 1410.20 1.00 4519 111 106 0 FALSE 0.69
colorectal cancer RAS_13 BRD4 Any amplification 335 67 0.14 -0.64 0.85 1533.87 1.00 3612 328 60 7 FALSE 0.14
non-small cell lung cancer RAS_13 BRD4 Any amplification 144 52 -0.28 -2.39 1.16 1468.28 1.00 6213 143 51 1 FALSE 0.12
colorectal cancer RAS_13 ASXL1 Any amplification 342 1033 -0.30 -0.58 -0.05 1498.56 1.00 2769 272 963 70 TRUE 1.61
non-small cell lung cancer RAS_13 ASXL1 Any amplification 145 238 -0.43 -1.46 0.45 1535.92 1.00 6067 141 234 4 TRUE 0.41
non-small cell lung cancer RAS_13 EP300 Any amplification 145 89 -0.30 -1.96 1.03 1357.63 1.00 6214 143 87 2 TRUE 0.15
colorectal cancer RAS_13 ERBB4 Any amplification 346 57 -0.91 -2.39 0.24 1434.32 1.00 3692 344 55 2 TRUE 0.77
non-small cell lung cancer RAS_13 ERBB4 Any amplification 145 73 -0.24 -1.83 1.01 1566.41 1.00 6305 143 71 2 TRUE 0.13
colorectal cancer RAS_13 RECQL4 Any amplification 295 564 -0.15 -0.49 0.17 1310.15 1.00 2753 254 523 41 TRUE 0.43
non-small cell lung cancer RAS_13 RECQL4 Any amplification 131 533 0.25 -0.29 0.74 1336.25 1.00 5077 115 517 16 TRUE 0.45
colorectal cancer RAS_13 ERCC5 Any amplification 311 720 -0.10 -0.41 0.19 1519.33 1.00 2760 255 664 56 TRUE 0.27
non-small cell lung cancer RAS_13 ERCC5 Any amplification 143 87 -0.96 -3.29 0.60 1427.62 1.00 6000 142 86 1 TRUE 0.48
colorectal cancer RAS_13 BRCA1 Any amplification 342 88 0.08 -0.69 0.73 1418.82 1.00 3655 333 79 9 TRUE 0.08
non-small cell lung cancer RAS_13 BRCA1 Any amplification 145 173 -1.15 -3.09 0.14 1349.92 1.00 6137 144 172 1 TRUE 0.79
colorectal cancer RAS_13 TSC1 Any amplification 342 81 0.06 -0.76 0.76 1573.46 1.00 3661 334 73 8 TRUE 0.05
non-small cell lung cancer RAS_13 TSC1 Any amplification 145 56 -1.64 -6.31 0.52 1520.93 1.00 6253 145 56 0 TRUE 0.44
non-small cell lung cancer RAS_13 FLCN Any amplification 144 53 0.83 -0.79 1.97 1293.70 1.00 6214 141 50 3 TRUE 0.65
colorectal cancer RAS_13 NF1 Any amplification 342 101 0.29 -0.38 0.88 1389.79 1.00 3645 330 89 12 TRUE 0.44
non-small cell lung cancer RAS_13 NF1 Any amplification 145 173 -1.10 -3.07 0.20 1513.50 1.00 6137 144 172 1 TRUE 0.72
colorectal cancer RAS_13 FLT1 Any amplification 342 903 -0.14 -0.42 0.13 1148.68 1.00 2898 273 834 69 FALSE 0.51
non-small cell lung cancer RAS_13 RPTOR Any amplification 111 91 0.20 -1.22 1.34 1390.17 1.00 4529 108 88 3 FALSE 0.13
non-small cell lung cancer RAS_13 EPHA5 Any amplification 126 58 -5.17 -14.17 0.08 1448.69 1.00 5485 126 58 0 FALSE 0.64
colorectal cancer RAS_13 GNAS Any amplification 346 982 -0.29 -0.55 -0.02 1684.58 1.00 2833 278 914 68 TRUE 1.45
non-small cell lung cancer RAS_13 GNAS Any amplification 145 306 -0.92 -2.15 0.06 1354.33 1.00 6073 142 303 3 TRUE 0.97
colorectal cancer RAS_13 SF3B1 Any amplification 342 74 -0.53 -1.59 0.34 1520.18 1.00 3664 338 70 4 TRUE 0.54
non-small cell lung cancer RAS_13 SF3B1 Any amplification 145 91 -0.34 -1.81 0.83 1087.13 1.00 6220 143 89 2 TRUE 0.21
non-small cell lung cancer RAS_13 ROS1 Any amplification 145 63 0.13 -1.46 1.50 1307.67 1.00 6248 143 61 2 TRUE 0.06
colorectal cancer RAS_13 FLT3 Any amplification 346 922 -0.16 -0.42 0.10 1557.70 1.00 2895 276 852 70 TRUE 0.61
non-small cell lung cancer RAS_13 MSH2 Any amplification 145 129 -0.63 -2.32 0.62 1313.97 1.00 6182 143 127 2 TRUE 0.39
colorectal cancer RAS_13 DIS3 Any amplification 342 762 -0.13 -0.44 0.14 1514.80 1.00 3028 284 704 58 FALSE 0.42
non-small cell lung cancer RAS_13 DIS3 Any amplification 145 82 -0.85 -3.23 0.69 1460.81 1.00 6220 144 81 1 FALSE 0.41
colorectal cancer RAS_13 AXL Any amplification 342 98 -0.20 -0.98 0.50 1464.01 1.00 3643 335 91 7 FALSE 0.22
non-small cell lung cancer RAS_13 AXL Any amplification 145 165 0.18 -0.70 0.98 1473.10 1.00 6149 140 160 5 FALSE 0.17
colorectal cancer RAS_13 EGFR Any amplification 346 540 -0.61 -1.02 -0.24 1411.56 1.00 3235 318 512 28 TRUE 2.60
non-small cell lung cancer RAS_13 EGFR Any amplification 145 848 -0.85 -1.54 -0.24 1458.17 1.00 5537 136 839 9 TRUE 2.00
colorectal cancer RAS_13 ARID1B Any amplification 336 55 -1.11 -2.96 0.28 929.77 1.00 3639 334 53 2 TRUE 0.79
non-small cell lung cancer RAS_13 NKX2-1 Any amplification 145 790 -0.48 -1.08 0.10 1472.13 1.00 5523 133 778 12 TRUE 0.94
colorectal cancer RAS_13 WT1 Any amplification 342 61 -0.95 -2.37 0.20 1416.30 1.00 3674 339 58 3 TRUE 0.83
non-small cell lung cancer RAS_13 WT1 Any amplification 145 84 -2.31 -6.60 0.00 1336.81 1.00 6217 145 84 0 TRUE 0.65
colorectal cancer RAS_13 MET Any amplification 346 442 -0.40 -0.84 -0.03 1568.55 1.00 3332 319 415 27 TRUE 1.32
non-small cell lung cancer RAS_13 MET Any amplification 145 545 -0.50 -1.20 0.15 1429.65 1.00 5839 137 537 8 TRUE 0.84
colorectal cancer RAS_13 PMS1 Any amplification 311 60 -0.34 -1.44 0.56 1329.41 1.00 3368 307 56 4 TRUE 0.29
non-small cell lung cancer RAS_13 PMS1 Any amplification 143 96 -0.31 -1.73 0.87 1578.65 1.00 5992 141 94 2 TRUE 0.19
colorectal cancer RAS_13 BRAF Any amplification 346 357 -0.33 -0.77 0.07 1474.14 1.00 3413 323 334 23 TRUE 0.89
non-small cell lung cancer RAS_13 BRAF Any amplification 145 372 -0.25 -1.03 0.44 1604.15 1.00 6011 138 365 7 TRUE 0.30
non-small cell lung cancer RAS_13 PDGFRB Any amplification 145 128 -1.56 -4.53 0.25 1378.51 1.00 6182 144 127 1 TRUE 0.71
colorectal cancer RAS_13 CARD11 Any amplification 342 512 -0.42 -0.79 -0.04 1594.88 1.00 3251 311 481 31 FALSE 1.53
non-small cell lung cancer RAS_13 CARD11 Any amplification 145 573 -0.69 -1.47 0.01 1750.12 1.00 5735 138 566 7 FALSE 1.18
non-small cell lung cancer RAS_13 DNMT3A Any amplification 145 124 -1.53 -4.07 0.23 1312.97 1.00 6178 144 123 1 TRUE 0.77
non-small cell lung cancer RAS_13 MSH6 Any amplification 145 128 -0.62 -2.31 0.69 1357.28 1.00 6183 143 126 2 TRUE 0.37
non-small cell lung cancer RAS_13 MAX Any amplification 109 67 -5.23 -13.50 -0.26 1231.41 1.00 4343 109 67 0 FALSE 0.77
colorectal cancer RAS_13 NFE2L2 Any amplification 342 60 -0.44 -1.60 0.49 1384.76 1.00 3678 338 56 4 FALSE 0.38
non-small cell lung cancer RAS_13 NFE2L2 Any amplification 145 109 -0.94 -2.96 0.39 1440.48 1.00 6201 144 108 1 FALSE 0.54
colorectal cancer RAS_13 SOX9 Any amplification 335 200 -0.05 -0.61 0.45 1458.18 1.00 3489 318 183 17 FALSE 0.06
non-small cell lung cancer RAS_13 SOX9 Any amplification 144 257 -1.00 -2.56 0.04 1407.63 1.00 6009 142 255 2 FALSE 0.90
colorectal cancer RAS_13 ETV1 Any amplification 342 531 -0.38 -0.75 -0.03 1234.02 1.00 3234 309 498 33 TRUE 1.38
non-small cell lung cancer RAS_13 ETV1 Any amplification 145 611 -0.77 -1.53 -0.10 1318.29 1.00 5697 138 604 7 TRUE 1.41
colorectal cancer RAS_13 JAK2 Any amplification 346 112 0.37 -0.23 0.92 1490.91 1.00 3649 332 98 14 TRUE 0.66
non-small cell lung cancer RAS_13 JAK2 Any amplification 145 115 -2.27 -7.77 0.16 1368.13 1.00 6261 145 115 0 TRUE 0.55
colorectal cancer RAS_13 DNMT3B Any amplification 197 86 -1.14 -2.50 -0.08 1388.37 1.00 1957 194 83 3 FALSE 1.16
colorectal cancer RAS_13 FGFR1 Any amplification 346 270 0.12 -0.33 0.52 1305.71 1.00 3503 320 244 26 TRUE 0.25
non-small cell lung cancer RAS_13 FGFR1 Any amplification 145 302 -0.52 -1.58 0.33 1598.77 1.00 6078 141 298 4 TRUE 0.56
non-small cell lung cancer RAS_13 SH2B3 Any amplification 136 56 -5.40 -15.45 -0.14 1022.13 1.00 5878 136 56 0 FALSE 0.76
colorectal cancer RAS_13 GLI1 Any amplification 313 62 0.33 -0.50 1.07 1420.52 1.00 3431 305 54 8 FALSE 0.38
non-small cell lung cancer RAS_13 GLI1 Any amplification 135 176 -1.12 -3.12 0.18 1404.98 1.00 5722 134 175 1 FALSE 0.76
colorectal cancer RAS_13 NCOA3 Any amplification 175 69 -0.90 -2.30 0.15 1285.03 1.00 1787 172 66 3 TRUE 0.80
non-small cell lung cancer RAS_13 SLX4 Any amplification 62 90 -5.69 -15.86 -0.60 1188.90 1.00 2535 62 90 0 FALSE 0.75
non-small cell lung cancer KRAS_13 ATR Any amplification 103 100 -0.54 -3.90 0.99 21.92 1.16 4535 101 98 2 FALSE 0.19
non-small cell lung cancer KRAS_13 PDGFRA Any amplification 134 133 -1.55 -4.54 0.27 1324.81 1.00 6255 133 132 1 TRUE 0.69
non-small cell lung cancer KRAS_13 FBXW7 Any amplification 134 77 -0.04 -1.91 1.24 1322.62 1.00 6312 132 75 2 TRUE 0.02
non-small cell lung cancer KRAS_13 MAP3K1 Any amplification 134 149 -0.68 -2.54 0.61 1388.17 1.00 6165 132 147 2 FALSE 0.39
non-small cell lung cancer KRAS_13 NSD1 Any amplification 103 85 -1.16 -4.28 0.68 711.25 1.00 4541 102 84 1 FALSE 0.43
non-small cell lung cancer KRAS_13 FLT4 Any amplification 134 187 -0.92 -2.66 0.41 1124.77 1.00 6127 132 185 2 TRUE 0.62
colorectal cancer KRAS_13 PTPRD Any amplification 249 56 -0.32 -1.58 0.68 1594.35 1.00 2877 245 52 4 FALSE 0.23
non-small cell lung cancer KRAS_13 PTPRD Any amplification 105 55 -1.66 -5.91 0.64 1391.57 1.00 4971 105 55 0 FALSE 0.49
non-small cell lung cancer KRAS_13 RET Any amplification 134 83 -1.00 -3.77 0.82 1364.00 1.00 6305 133 82 1 TRUE 0.40
colorectal cancer KRAS_13 KDM5A Any amplification 259 122 0.07 -0.55 0.68 1520.10 1.00 2892 248 111 11 FALSE 0.08
non-small cell lung cancer KRAS_13 KDM5A Any amplification 103 136 -0.47 -1.93 0.64 1490.41 1.00 4491 101 134 2 FALSE 0.33
non-small cell lung cancer KRAS_13 TSHR Any amplification 103 53 -5.14 -14.58 -0.09 1133.71 1.00 4572 103 53 0 TRUE 0.64
colorectal cancer KRAS_13 CREBBP Any amplification 315 97 -1.35 -2.76 -0.20 1426.39 1.00 3667 312 94 3 TRUE 1.44
non-small cell lung cancer KRAS_13 CREBBP Any amplification 134 205 -2.81 -7.57 -0.63 1516.03 1.00 6115 134 205 0 TRUE 0.91
colorectal cancer KRAS_13 BRIP1 Any amplification 315 92 0.16 -0.56 0.84 1482.15 1.00 3676 306 83 9 TRUE 0.18
non-small cell lung cancer KRAS_13 BRIP1 Any amplification 134 240 -0.50 -1.65 0.41 1515.84 1.00 6075 131 237 3 TRUE 0.45
colorectal cancer KRAS_13 AXIN2 Any amplification 231 94 0.06 -0.68 0.73 1536.39 1.00 2606 223 86 8 TRUE 0.07
non-small cell lung cancer KRAS_13 AXIN2 Any amplification 101 87 0.24 -0.90 1.31 1489.51 1.00 4326 98 84 3 TRUE 0.17
colorectal cancer KRAS_13 SMARCA4 Any amplification 315 81 -0.60 -1.78 0.33 1361.57 1.00 3684 311 77 4 FALSE 0.57
colorectal cancer KRAS_13 PTPRT Any amplification 195 71 -1.37 -3.06 -0.13 1390.99 1.00 2083 193 69 2 FALSE 1.10
colorectal cancer KRAS_13 BLM Any amplification 315 60 -0.54 -1.70 0.44 1423.13 1.00 3702 312 57 3 TRUE 0.48
non-small cell lung cancer KRAS_13 BLM Any amplification 134 97 -0.34 -1.79 0.84 1330.40 1.00 6217 132 95 2 TRUE 0.21
colorectal cancer KRAS_13 PIK3CA Any amplification 319 72 -0.34 -1.42 0.57 1402.02 1.00 3707 314 67 5 TRUE 0.30
non-small cell lung cancer KRAS_13 PIK3CA Any amplification 134 434 -1.52 -3.09 -0.44 1233.60 1.00 5955 132 432 2 TRUE 1.59
non-small cell lung cancer KRAS_13 GATA3 Any amplification 134 65 0.14 -1.56 1.49 1327.39 1.00 6249 132 63 2 FALSE 0.07
colorectal cancer KRAS_13 ESR1 Any amplification 315 57 -1.96 -4.78 -0.25 1121.58 1.00 3705 314 56 1 TRUE 0.98
non-small cell lung cancer KRAS_13 ALK Any amplification 134 134 -5.63 -14.68 -0.83 1410.74 1.00 6253 134 134 0 TRUE 0.83
colorectal cancer KRAS_13 RNF43 Any amplification 259 101 0.09 -0.64 0.74 1466.70 1.00 2913 250 92 9 TRUE 0.09
non-small cell lung cancer KRAS_13 RNF43 Any amplification 103 73 0.05 -1.35 1.21 1568.21 1.00 4562 101 71 2 TRUE 0.03
non-small cell lung cancer KRAS_13 U2AF1 Any amplification 133 95 -5.72 -16.02 -0.58 962.87 1.00 6188 133 95 0 FALSE 0.67
colorectal cancer KRAS_13 LATS2 Any amplification 195 61 -0.10 -1.07 0.72 1162.11 1.00 2096 190 56 5 FALSE 0.09
non-small cell lung cancer KRAS_13 ARID1A Any amplification 134 52 -0.53 -3.38 1.34 1480.93 1.00 6269 133 51 1 TRUE 0.19
non-small cell lung cancer KRAS_13 PIK3R1 Any amplification 134 121 -1.46 -4.20 0.42 606.34 1.01 6200 133 120 1 TRUE 0.64
colorectal cancer KRAS_13 IKZF1 Any amplification 315 459 -0.70 -1.20 -0.25 1493.75 1.00 3320 295 439 20 TRUE 2.52
non-small cell lung cancer KRAS_13 IKZF1 Any amplification 134 553 -0.93 -1.88 -0.14 1354.25 1.00 5764 129 548 5 TRUE 1.44
colorectal cancer KRAS_13 TERT Any amplification 296 175 -0.38 -1.05 0.24 1229.43 1.00 3365 286 165 10 TRUE 0.61
non-small cell lung cancer KRAS_13 TERT Any amplification 132 925 -0.19 -0.74 0.30 1632.98 1.00 5274 115 908 17 TRUE 0.32
non-small cell lung cancer KRAS_13 FGFR4 Any amplification 134 192 -1.86 -4.56 -0.08 870.04 1.00 6129 133 191 1 TRUE 0.99
colorectal cancer KRAS_13 ABL1 Any amplification 319 77 -0.14 -1.12 0.66 1407.69 1.00 3701 313 71 6 TRUE 0.12
non-small cell lung cancer KRAS_13 ABL1 Any amplification 134 54 -1.70 -6.15 0.66 1444.86 1.00 6325 134 54 0 TRUE 0.43
non-small cell lung cancer KRAS_13 NOTCH2 Any amplification 134 89 0.70 -0.50 1.64 1521.01 1.00 6235 130 85 4 TRUE 0.67
colorectal cancer KRAS_13 DDR2 Any amplification 315 133 -0.43 -1.23 0.24 1472.96 1.00 3635 308 126 7 TRUE 0.57
non-small cell lung cancer KRAS_13 DDR2 Any amplification 134 574 0.12 -0.43 0.66 1207.09 1.00 5760 120 560 14 TRUE 0.16
colorectal cancer KRAS_13 SMO Any amplification 319 337 -0.50 -1.03 -0.05 1408.60 1.00 3454 302 320 17 TRUE 1.35
non-small cell lung cancer KRAS_13 SMO Any amplification 134 339 -0.11 -0.89 0.56 1533.43 1.00 6055 127 332 7 TRUE 0.12
non-small cell lung cancer KRAS_13 KMT2A Any amplification 134 116 -5.74 -16.11 -0.68 1419.74 1.00 6196 134 116 0 FALSE 0.73
colorectal cancer KRAS_13 JAK3 Any amplification 319 73 -0.36 -1.41 0.51 1384.62 1.00 3706 314 68 5 TRUE 0.33
non-small cell lung cancer KRAS_13 JAK3 Any amplification 134 72 -1.82 -6.26 0.40 1283.37 1.00 6315 134 72 0 TRUE 0.52
non-small cell lung cancer KRAS_13 STAG2 Any amplification 134 79 -0.98 -3.63 0.80 1391.74 1.00 6234 133 78 1 TRUE 0.39
colorectal cancer KRAS_13 BRCA2 Any amplification 315 809 -0.36 -0.67 -0.05 1559.32 1.00 3000 267 761 48 TRUE 1.57
non-small cell lung cancer KRAS_13 FGFR3 Any amplification 134 112 -1.30 -3.99 0.47 1167.55 1.00 6276 133 111 1 TRUE 0.59
non-small cell lung cancer KRAS_13 IGF1R Any amplification 134 99 -0.26 -2.04 1.05 1233.83 1.00 6223 132 97 2 TRUE 0.13
colorectal cancer KRAS_13 KEAP1 Any amplification 300 62 -0.72 -2.17 0.46 148.79 1.02 3551 297 59 3 FALSE 0.53
colorectal cancer KRAS_13 CDKN2A Any amplification 319 121 -0.02 -0.71 0.60 1510.45 1.00 3663 309 111 10 TRUE 0.02
non-small cell lung cancer KRAS_13 CDKN2A Any amplification 134 62 -1.76 -6.46 0.53 1518.46 1.00 6325 134 62 0 TRUE 0.48
colorectal cancer KRAS_13 IRS2 Any amplification 214 66 -0.19 -1.24 0.71 1573.08 1.00 2301 209 61 5 FALSE 0.16
colorectal cancer KRAS_13 FANCA Any amplification 315 116 -1.09 -2.26 -0.18 1430.90 1.00 3649 311 112 4 TRUE 1.37
non-small cell lung cancer KRAS_13 FANCA Any amplification 134 81 -2.27 -6.59 0.03 1356.16 1.00 6239 134 81 0 TRUE 0.73
colorectal cancer KRAS_13 IL7R Any amplification 259 84 -0.90 -2.11 0.08 1618.32 1.00 2922 256 81 3 FALSE 0.95
non-small cell lung cancer KRAS_13 IL7R Any amplification 103 300 -0.45 -1.43 0.43 1134.87 1.00 4330 98 295 5 FALSE 0.46
colorectal cancer KRAS_13 ERBB3 Any amplification 315 81 0.17 -0.61 0.86 1736.01 1.00 3688 307 73 8 TRUE 0.19
non-small cell lung cancer KRAS_13 ERBB3 Any amplification 134 121 -0.25 -1.70 0.80 1603.23 1.00 6201 132 119 2 TRUE 0.16
non-small cell lung cancer KRAS_13 ATM Any amplification 134 114 -5.67 -14.69 -0.68 1165.81 1.00 6273 134 114 0 TRUE 0.83
colorectal cancer KRAS_13 RB1 Any amplification 319 741 -0.32 -0.64 -0.02 1443.40 1.00 3078 274 696 45 TRUE 1.34
colorectal cancer KRAS_13 KMT2D Any amplification 315 76 0.49 -0.23 1.14 1423.96 1.00 3693 305 66 10 FALSE 0.77
non-small cell lung cancer KRAS_13 KMT2D Any amplification 134 80 -1.72 -6.36 0.41 1407.25 1.00 6232 134 80 0 FALSE 0.46
colorectal cancer KRAS_13 TSC2 Any amplification 315 101 -1.42 -2.84 -0.31 1539.07 1.00 3663 312 98 3 TRUE 1.54
non-small cell lung cancer KRAS_13 TSC2 Any amplification 134 206 -2.87 -7.15 -0.65 1426.23 1.00 6114 134 206 0 TRUE 0.99
non-small cell lung cancer KRAS_13 APC Any amplification 134 112 -1.36 -4.12 0.44 1501.46 1.00 6268 133 111 1 TRUE 0.60
colorectal cancer KRAS_13 ERBB2 Any amplification 319 224 -0.49 -1.12 0.06 1413.92 1.00 3562 307 212 12 TRUE 1.01
non-small cell lung cancer KRAS_13 ERBB2 Any amplification 134 281 -1.10 -2.50 -0.03 1595.25 1.00 6108 132 279 2 TRUE 1.10
colorectal cancer KRAS_13 ARID2 Any amplification 315 72 0.42 -0.34 1.11 1573.27 1.00 3696 306 63 9 FALSE 0.57
non-small cell lung cancer KRAS_13 ARID2 Any amplification 134 99 -1.94 -7.20 0.37 1402.73 1.00 6213 134 99 0 FALSE 0.49
non-small cell lung cancer KRAS_13 MTOR Any amplification 134 75 0.00 -1.78 1.33 841.19 1.00 6247 132 73 2 TRUE 0.00
colorectal cancer KRAS_13 RFWD2 Any amplification 242 64 -0.12 -1.07 0.72 1489.85 1.00 2748 237 59 5 FALSE 0.10
non-small cell lung cancer KRAS_13 RFWD2 Any amplification 115 297 -0.30 -1.27 0.46 1587.72 1.00 5045 110 292 5 FALSE 0.32
colorectal cancer KRAS_13 NOTCH1 Any amplification 319 95 -0.02 -0.81 0.67 1448.79 1.00 3687 311 87 8 TRUE 0.02
non-small cell lung cancer KRAS_13 NOTCH1 Any amplification 134 64 -1.81 -6.84 0.46 1410.24 1.00 6323 134 64 0 TRUE 0.48
colorectal cancer KRAS_13 NTRK1 Any amplification 315 129 -0.40 -1.18 0.27 1478.38 1.00 3639 308 122 7 TRUE 0.55
non-small cell lung cancer KRAS_13 NTRK1 Any amplification 134 607 0.21 -0.34 0.73 1401.67 1.00 5729 118 591 16 TRUE 0.36
non-small cell lung cancer KRAS_13 KIT Any amplification 134 158 -0.54 -2.28 0.47 10.29 1.11 6231 132 156 2 TRUE 0.31
non-small cell lung cancer KRAS_13 KDR Any amplification 134 145 -1.56 -4.28 0.24 1111.21 1.00 6243 133 144 1 TRUE 0.76
colorectal cancer KRAS_13 RICTOR Any amplification 259 89 -0.96 -2.17 0.02 1464.62 1.00 2919 256 86 3 FALSE 1.09
non-small cell lung cancer KRAS_13 RICTOR Any amplification 103 298 -0.46 -1.39 0.35 1307.08 1.00 4340 98 293 5 FALSE 0.50
non-small cell lung cancer KRAS_13 CSF1R Any amplification 106 67 -5.51 -16.37 -0.18 1060.94 1.00 5067 106 67 0 TRUE 0.68
colorectal cancer KRAS_13 PARK2 Any amplification 309 51 -1.93 -4.85 -0.12 1166.10 1.00 3669 308 50 1 FALSE 0.97
colorectal cancer KRAS_13 NTRK2 Any amplification 315 66 0.13 -0.76 0.92 1017.21 1.01 3701 309 60 6 FALSE 0.11
colorectal cancer KRAS_13 PTCH1 Any amplification 315 72 -0.03 -0.92 0.80 232.72 1.01 3695 309 66 6 TRUE 0.02
colorectal cancer KRAS_13 HNF1A Any amplification 313 61 0.27 -0.64 1.06 1447.74 1.00 3659 306 54 7 TRUE 0.28
non-small cell lung cancer KRAS_13 HNF1A Any amplification 133 62 -1.66 -7.08 0.67 1252.74 1.00 6288 133 62 0 TRUE 0.40
non-small cell lung cancer KRAS_13 DICER1 Any amplification 133 132 -5.72 -15.07 -0.82 1331.55 1.00 6143 133 132 0 TRUE 0.77
non-small cell lung cancer KRAS_13 NTRK3 Any amplification 134 91 -1.12 -3.75 0.71 1533.47 1.00 6230 133 90 1 FALSE 0.48
colorectal cancer KRAS_13 PALB2 Any amplification 315 110 -0.58 -1.56 0.22 1600.03 1.00 3657 309 104 6 TRUE 0.70
non-small cell lung cancer KRAS_13 PALB2 Any amplification 134 186 -2.53 -7.05 -0.31 1426.74 1.00 6134 134 186 0 TRUE 0.82
colorectal cancer KRAS_13 CDH1 Any amplification 319 112 -1.45 -2.84 -0.33 1329.68 1.00 3663 316 109 3 TRUE 1.63
non-small cell lung cancer KRAS_13 CDH1 Any amplification 134 109 -2.55 -6.97 -0.27 1373.08 1.00 6270 134 109 0 TRUE 0.81
colorectal cancer KRAS_13 CDK12 Any amplification 259 112 -0.61 -1.61 0.20 1563.20 1.00 2899 253 106 6 FALSE 0.74
non-small cell lung cancer KRAS_13 CDK12 Any amplification 103 106 -2.19 -6.90 -0.12 1369.40 1.00 4527 103 106 0 FALSE 0.62
colorectal cancer KRAS_13 BRD4 Any amplification 309 67 0.06 -0.86 0.87 1407.12 1.00 3637 303 61 6 FALSE 0.05
non-small cell lung cancer KRAS_13 BRD4 Any amplification 133 52 -0.25 -2.30 1.21 1426.04 1.00 6224 132 51 1 FALSE 0.11
colorectal cancer KRAS_13 ASXL1 Any amplification 315 1033 -0.42 -0.73 -0.13 1614.42 1.00 2785 256 974 59 TRUE 2.27
non-small cell lung cancer KRAS_13 ASXL1 Any amplification 134 238 -0.35 -1.43 0.55 1403.16 1.00 6078 130 234 4 TRUE 0.30
non-small cell lung cancer KRAS_13 EP300 Any amplification 134 89 -1.05 -3.91 0.81 604.44 1.00 6224 133 88 1 TRUE 0.42
colorectal cancer KRAS_13 ERBB4 Any amplification 319 57 -0.99 -2.71 0.20 1551.06 1.00 3719 317 55 2 TRUE 0.77
non-small cell lung cancer KRAS_13 ERBB4 Any amplification 134 73 -0.90 -3.09 0.73 1403.32 1.00 6315 133 72 1 TRUE 0.45
colorectal cancer KRAS_13 RECQL4 Any amplification 272 564 -0.28 -0.65 0.06 1464.72 1.00 2769 238 530 34 TRUE 0.90
non-small cell lung cancer KRAS_13 RECQL4 Any amplification 121 533 0.17 -0.39 0.69 1497.07 1.00 5085 107 519 14 TRUE 0.27
colorectal cancer KRAS_13 ERCC5 Any amplification 287 720 -0.28 -0.62 0.04 1316.15 1.00 2773 242 675 45 TRUE 1.01
non-small cell lung cancer KRAS_13 ERCC5 Any amplification 132 87 -2.97 -8.65 -0.09 1347.17 1.00 6010 132 87 0 TRUE 0.72
colorectal cancer KRAS_13 BRCA1 Any amplification 315 88 0.04 -0.78 0.74 1457.16 1.00 3681 307 80 8 TRUE 0.04
non-small cell lung cancer KRAS_13 BRCA1 Any amplification 134 173 -1.11 -3.13 0.20 1468.12 1.00 6148 133 172 1 TRUE 0.74
colorectal cancer KRAS_13 TSC1 Any amplification 315 81 -0.22 -1.13 0.58 1150.09 1.00 3686 309 75 6 TRUE 0.20
non-small cell lung cancer KRAS_13 TSC1 Any amplification 134 56 -1.67 -6.43 0.52 1456.52 1.00 6264 134 56 0 TRUE 0.43
non-small cell lung cancer KRAS_13 FLCN Any amplification 133 53 0.89 -0.41 1.96 1192.98 1.00 6225 130 50 3 TRUE 0.83
colorectal cancer KRAS_13 NF1 Any amplification 315 101 0.26 -0.37 0.89 1431.94 1.00 3671 304 90 11 TRUE 0.37
non-small cell lung cancer KRAS_13 NF1 Any amplification 134 173 -1.05 -3.08 0.18 1414.17 1.00 6148 133 172 1 TRUE 0.68
colorectal cancer KRAS_13 FLT1 Any amplification 315 903 -0.33 -0.64 -0.04 1367.08 1.00 2911 260 848 55 FALSE 1.52
non-small cell lung cancer KRAS_13 RPTOR Any amplification 103 91 0.22 -1.13 1.38 1491.63 1.00 4537 100 88 3 FALSE 0.13
non-small cell lung cancer KRAS_13 EPHA5 Any amplification 117 58 -5.14 -14.57 0.02 1135.53 1.00 5494 117 58 0 FALSE 0.70
colorectal cancer KRAS_13 GNAS Any amplification 319 982 -0.41 -0.70 -0.11 1366.82 1.00 2849 262 925 57 TRUE 2.10
non-small cell lung cancer KRAS_13 GNAS Any amplification 134 306 -0.87 -2.14 0.10 1314.98 1.00 6084 131 303 3 TRUE 0.90
colorectal cancer KRAS_13 SF3B1 Any amplification 315 74 -0.86 -2.12 0.19 1400.70 1.00 3690 312 71 3 TRUE 0.83
non-small cell lung cancer KRAS_13 SF3B1 Any amplification 134 91 -0.92 -2.86 0.57 1326.95 1.00 6230 133 90 1 TRUE 0.54
non-small cell lung cancer KRAS_13 ROS1 Any amplification 134 63 0.21 -1.45 1.50 1480.57 1.00 6259 132 61 2 TRUE 0.10
colorectal cancer KRAS_13 FLT3 Any amplification 319 922 -0.36 -0.69 -0.07 372.96 1.01 2908 263 866 56 TRUE 1.64
non-small cell lung cancer KRAS_13 MSH2 Any amplification 134 129 -1.53 -4.15 0.26 1009.38 1.00 6192 133 128 1 TRUE 0.73
colorectal cancer KRAS_13 DIS3 Any amplification 315 762 -0.31 -0.62 0.01 1377.33 1.00 3044 268 715 47 FALSE 1.23
non-small cell lung cancer KRAS_13 DIS3 Any amplification 134 82 -2.83 -8.92 0.02 1491.42 1.00 6230 134 82 0 FALSE 0.67
colorectal cancer KRAS_13 AXL Any amplification 315 98 -0.26 -1.11 0.48 1349.54 1.00 3669 309 92 6 FALSE 0.29
non-small cell lung cancer KRAS_13 AXL Any amplification 134 165 -0.01 -1.09 0.91 1611.77 1.00 6159 130 161 4 FALSE 0.01
colorectal cancer KRAS_13 EGFR Any amplification 319 540 -0.74 -1.20 -0.31 1413.70 1.00 3257 296 517 23 TRUE 3.00
non-small cell lung cancer KRAS_13 EGFR Any amplification 134 848 -1.03 -1.79 -0.36 1497.62 1.00 5546 127 841 7 TRUE 2.34
colorectal cancer KRAS_13 ARID1B Any amplification 309 55 -1.79 -4.55 -0.19 64.83 1.05 3665 308 54 1 TRUE 0.87
non-small cell lung cancer KRAS_13 NKX2-1 Any amplification 134 790 -0.40 -1.09 0.19 1271.54 1.00 5534 122 778 12 TRUE 0.68
colorectal cancer KRAS_13 WT1 Any amplification 315 61 -0.82 -2.20 0.28 1572.85 1.00 3701 312 58 3 TRUE 0.69
non-small cell lung cancer KRAS_13 WT1 Any amplification 134 84 -2.08 -6.14 0.17 1384.81 1.00 6228 134 84 0 TRUE 0.59
colorectal cancer KRAS_13 MET Any amplification 319 442 -0.44 -0.87 -0.05 1565.29 1.00 3356 295 418 24 TRUE 1.38
non-small cell lung cancer KRAS_13 MET Any amplification 134 545 -0.58 -1.37 0.09 1298.86 1.00 5849 127 538 7 TRUE 0.89
colorectal cancer KRAS_13 PMS1 Any amplification 287 60 -0.65 -1.94 0.34 1323.19 1.00 3391 284 57 3 TRUE 0.57
non-small cell lung cancer KRAS_13 PMS1 Any amplification 132 96 -0.89 -2.79 0.50 1195.34 1.00 6002 131 95 1 TRUE 0.52
colorectal cancer KRAS_13 BRAF Any amplification 319 357 -0.40 -0.87 0.06 1480.79 1.00 3437 299 337 20 TRUE 1.02
non-small cell lung cancer KRAS_13 BRAF Any amplification 134 372 -0.36 -1.21 0.38 1410.98 1.00 6021 128 366 6 TRUE 0.42
non-small cell lung cancer KRAS_13 PDGFRB Any amplification 134 128 -1.46 -4.35 0.37 1034.37 1.00 6193 133 127 1 TRUE 0.65
colorectal cancer KRAS_13 CARD11 Any amplification 315 512 -0.57 -1.00 -0.15 1501.05 1.00 3272 290 487 25 FALSE 2.03
non-small cell lung cancer KRAS_13 CARD11 Any amplification 134 573 -0.95 -1.89 -0.17 1617.18 1.00 5744 129 568 5 FALSE 1.62
non-small cell lung cancer KRAS_13 DNMT3A Any amplification 134 124 -5.75 -15.14 -0.78 1152.18 1.00 6188 134 124 0 TRUE 0.76
non-small cell lung cancer KRAS_13 MSH6 Any amplification 134 128 -1.45 -4.40 0.39 886.85 1.00 6193 133 127 1 TRUE 0.63
non-small cell lung cancer KRAS_13 MAX Any amplification 101 67 -5.54 -15.17 -0.28 1224.86 1.00 4351 101 67 0 FALSE 0.78
colorectal cancer KRAS_13 NFE2L2 Any amplification 315 60 -0.35 -1.50 0.60 1545.68 1.00 3705 311 56 4 FALSE 0.28
non-small cell lung cancer KRAS_13 NFE2L2 Any amplification 134 109 -0.85 -2.81 0.57 1432.93 1.00 6212 133 108 1 FALSE 0.48
colorectal cancer KRAS_13 SOX9 Any amplification 309 200 -0.02 -0.56 0.49 1407.08 1.00 3514 293 184 16 FALSE 0.03
non-small cell lung cancer KRAS_13 SOX9 Any amplification 133 257 -0.95 -2.46 0.10 1523.70 1.00 6020 131 255 2 FALSE 0.86
colorectal cancer KRAS_13 ETV1 Any amplification 315 531 -0.57 -0.99 -0.19 1645.69 1.00 3254 289 505 26 TRUE 2.29
non-small cell lung cancer KRAS_13 ETV1 Any amplification 134 611 -1.02 -2.00 -0.26 1287.61 1.00 5706 129 606 5 TRUE 1.73
colorectal cancer KRAS_13 JAK2 Any amplification 319 112 -0.08 -0.82 0.58 1646.15 1.00 3671 310 103 9 TRUE 0.08
non-small cell lung cancer KRAS_13 JAK2 Any amplification 134 115 -2.13 -7.26 0.06 1364.39 1.00 6272 134 115 0 TRUE 0.61
colorectal cancer KRAS_13 DNMT3B Any amplification 186 86 -1.59 -3.28 -0.37 1431.07 1.00 1967 184 84 2 FALSE 1.48
colorectal cancer KRAS_13 FGFR1 Any amplification 319 270 0.01 -0.47 0.46 1416.81 1.00 3526 297 248 22 TRUE 0.01
non-small cell lung cancer KRAS_13 FGFR1 Any amplification 134 302 -0.48 -1.43 0.35 1573.58 1.00 6089 130 298 4 TRUE 0.53
non-small cell lung cancer KRAS_13 SH2B3 Any amplification 126 56 -6.25 -16.04 -0.01 187.90 1.01 5888 126 56 0 FALSE 0.18
colorectal cancer KRAS_13 GLI1 Any amplification 287 62 0.44 -0.35 1.22 1534.46 1.00 3457 279 54 8 FALSE 0.57
non-small cell lung cancer KRAS_13 GLI1 Any amplification 125 176 -1.10 -3.04 0.30 1566.00 1.00 5732 124 175 1 FALSE 0.70
colorectal cancer KRAS_13 NCOA3 Any amplification 164 69 -0.84 -2.26 0.23 650.74 1.00 1798 161 66 3 TRUE 0.73
non-small cell lung cancer KRAS_13 SLX4 Any amplification 58 90 -5.52 -15.90 -0.47 1071.05 1.00 2539 58 90 0 FALSE 0.70
non-small cell lung cancer RAS_61 ATR Any amplification 94 100 -1.14 -4.07 0.64 1381.32 1.00 4543 93 99 1 FALSE 0.47
non-small cell lung cancer RAS_61 PDGFRA Any amplification 146 133 -0.64 -2.47 0.69 1533.83 1.00 6244 144 131 2 TRUE 0.38
non-small cell lung cancer RAS_61 FBXW7 Any amplification 146 77 -5.14 -15.06 -0.46 211.54 1.03 6298 146 77 0 TRUE 0.49
non-small cell lung cancer RAS_61 MAP3K1 Any amplification 144 149 0.30 -0.73 1.20 1335.36 1.00 6158 139 144 5 FALSE 0.27
non-small cell lung cancer RAS_61 NSD1 Any amplification 94 85 -0.92 -3.75 0.83 812.95 1.00 4550 93 84 1 FALSE 0.40
non-small cell lung cancer RAS_61 FLT4 Any amplification 144 187 0.64 -0.13 1.34 1254.88 1.00 6123 136 179 8 TRUE 1.02
colorectal cancer RAS_61 PTPRD Any amplification 130 56 -0.13 -1.55 1.00 1435.00 1.00 2995 127 53 3 FALSE 0.08
non-small cell lung cancer RAS_61 PTPRD Any amplification 113 55 -1.14 -4.75 0.62 1432.86 1.00 4963 113 55 0 FALSE 0.38
non-small cell lung cancer RAS_61 RET Any amplification 146 83 -1.02 -3.70 0.84 1092.46 1.00 6293 145 82 1 TRUE 0.41
colorectal cancer RAS_61 KDM5A Any amplification 126 122 -0.48 -1.54 0.39 1413.48 1.00 3016 124 120 2 FALSE 0.47
non-small cell lung cancer RAS_61 KDM5A Any amplification 94 136 0.09 -0.89 0.95 1415.17 1.00 4502 90 132 4 FALSE 0.07
pancreatic cancer RAS_61 KDM5A Any amplification 118 66 0.00 -0.87 0.80 1571.20 1.00 1647 113 61 5 FALSE 0.00
non-small cell lung cancer RAS_61 TSHR Any amplification 94 53 -4.99 -15.19 0.16 1388.81 1.00 4581 94 53 0 TRUE 0.65
colorectal cancer RAS_61 CREBBP Any amplification 165 97 -0.27 -1.31 0.66 1522.40 1.00 3818 161 93 4 TRUE 0.23
non-small cell lung cancer RAS_61 CREBBP Any amplification 144 205 -0.70 -1.95 0.28 1438.85 1.00 6107 142 203 2 TRUE 0.65
colorectal cancer RAS_61 BRIP1 Any amplification 165 92 -0.51 -1.72 0.51 1430.94 1.00 3819 163 90 2 TRUE 0.43
non-small cell lung cancer RAS_61 BRIP1 Any amplification 144 240 0.00 -0.84 0.71 1443.36 1.00 6068 138 234 6 TRUE 0.00
pancreatic cancer RAS_61 BRIP1 Any amplification 135 58 -0.51 -1.75 0.44 1526.95 1.00 1907 133 56 2 TRUE 0.44
melanoma RAS_61 BRIP1 Any amplification 336 82 0.51 0.04 0.99 1435.21 1.00 1175 310 56 26 TRUE 1.44
colorectal cancer RAS_61 AXIN2 Any amplification 109 94 -0.81 -2.35 0.34 1387.41 1.00 2722 107 92 2 TRUE 0.64
non-small cell lung cancer RAS_61 AXIN2 Any amplification 92 87 -0.86 -2.66 0.57 1460.41 1.00 4333 91 86 1 TRUE 0.53
colorectal cancer RAS_61 SMARCA4 Any amplification 165 81 -1.71 -4.53 0.12 1458.91 1.00 3831 164 80 1 FALSE 0.82
colorectal cancer RAS_61 PTPRT Any amplification 90 71 -1.58 -4.10 0.29 524.83 1.01 2187 89 70 1 FALSE 0.76
colorectal cancer RAS_61 BLM Any amplification 165 60 -0.36 -1.90 0.82 1488.28 1.00 3851 163 58 2 TRUE 0.23
non-small cell lung cancer RAS_61 BLM Any amplification 144 97 -0.74 -2.55 0.60 1498.06 1.00 6206 143 96 1 TRUE 0.45
melanoma RAS_61 BLM Any amplification 336 64 0.24 -0.36 0.80 1438.76 1.00 1184 319 47 17 TRUE 0.39
colorectal cancer RAS_61 PIK3CA Any amplification 165 72 -0.82 -2.37 0.37 1518.10 1.00 3857 164 71 1 TRUE 0.62
non-small cell lung cancer RAS_61 PIK3CA Any amplification 146 434 -0.83 -1.85 -0.03 1480.65 1.00 5945 142 430 4 TRUE 1.15
pancreatic cancer RAS_61 PIK3CA Any amplification 135 55 0.44 -0.49 1.26 1417.35 1.00 1921 128 48 7 TRUE 0.49
non-small cell lung cancer RAS_61 GATA3 Any amplification 144 65 0.09 -1.53 1.35 1002.94 1.00 6239 142 63 2 FALSE 0.04
colorectal cancer RAS_61 ESR1 Any amplification 165 57 -0.41 -2.06 0.87 1442.11 1.00 3856 163 55 2 TRUE 0.23
non-small cell lung cancer RAS_61 ALK Any amplification 146 134 -0.67 -2.53 0.64 1391.61 1.00 6243 144 132 2 TRUE 0.39
colorectal cancer RAS_61 RNF43 Any amplification 126 101 -0.85 -2.30 0.39 1533.82 1.00 3039 124 99 2 TRUE 0.67
non-small cell lung cancer RAS_61 RNF43 Any amplification 94 73 -0.79 -2.63 0.72 1426.81 1.00 4570 93 72 1 TRUE 0.44
non-small cell lung cancer RAS_61 U2AF1 Any amplification 144 95 0.21 -1.17 1.25 1368.85 1.00 6180 141 92 3 FALSE 0.13
colorectal cancer RAS_61 LATS2 Any amplification 90 61 0.44 -0.76 1.44 1100.45 1.00 2200 86 57 4 FALSE 0.35
non-small cell lung cancer RAS_61 ARID1A Any amplification 144 52 -0.64 -3.47 1.20 1411.37 1.00 6259 143 51 1 TRUE 0.23
non-small cell lung cancer RAS_61 PIK3R1 Any amplification 144 121 -0.08 -1.44 0.96 1178.49 1.00 6192 141 118 3 TRUE 0.05
colorectal cancer RAS_61 IKZF1 Any amplification 165 459 -0.48 -1.10 0.06 1220.96 1.00 3463 152 446 13 TRUE 1.00
non-small cell lung cancer RAS_61 IKZF1 Any amplification 144 553 -0.94 -1.78 -0.22 1388.35 1.00 5754 139 548 5 TRUE 1.73
pancreatic cancer RAS_61 IKZF1 Any amplification 135 76 -0.92 -2.18 0.13 1282.84 1.00 1889 133 74 2 TRUE 0.95
melanoma RAS_61 IKZF1 Any amplification 336 101 -0.30 -0.81 0.19 1519.29 1.00 1150 318 83 18 TRUE 0.60
colorectal cancer RAS_61 TERT Any amplification 152 175 -0.14 -0.91 0.53 1617.57 1.00 3506 145 168 7 TRUE 0.15
non-small cell lung cancer RAS_61 TERT Any amplification 142 925 -0.16 -0.68 0.32 1420.49 1.00 5266 123 906 19 TRUE 0.28
pancreatic cancer RAS_61 TERT Any amplification 130 78 -0.59 -1.65 0.32 1319.21 1.00 1824 127 75 3 TRUE 0.61
melanoma RAS_61 TERT Any amplification 293 82 -0.92 -1.60 -0.25 1469.21 1.00 996 285 74 8 TRUE 2.05
non-small cell lung cancer RAS_61 FGFR4 Any amplification 144 192 0.12 -0.84 0.97 1411.97 1.00 6124 138 186 6 TRUE 0.10
pancreatic cancer RAS_61 FGFR4 Any amplification 135 54 -0.96 -2.89 0.36 1617.32 1.00 1916 134 53 1 TRUE 0.64
colorectal cancer RAS_61 ABL1 Any amplification 165 77 -0.22 -1.65 0.86 1432.70 1.00 3851 163 75 2 TRUE 0.14
non-small cell lung cancer RAS_61 ABL1 Any amplification 146 54 0.85 -0.38 1.88 1345.96 1.00 6317 142 50 4 TRUE 0.85
non-small cell lung cancer RAS_61 NOTCH2 Any amplification 144 89 -0.73 -2.76 0.70 1372.76 1.00 6222 143 88 1 TRUE 0.38
melanoma RAS_61 NOTCH2 Any amplification 336 83 0.65 0.15 1.10 1500.58 1.00 1181 308 55 28 TRUE 2.11
colorectal cancer RAS_61 DDR2 Any amplification 165 133 0.20 -0.57 0.90 1556.76 1.00 3785 158 126 7 TRUE 0.23
non-small cell lung cancer RAS_61 DDR2 Any amplification 144 574 0.08 -0.48 0.58 1472.41 1.00 5750 130 560 14 TRUE 0.11
pancreatic cancer RAS_61 DDR2 Any amplification 135 78 -0.38 -1.43 0.48 1265.38 1.00 1894 132 75 3 TRUE 0.37
melanoma RAS_61 DDR2 Any amplification 336 128 0.70 0.32 1.07 1524.24 1.00 1155 292 84 44 TRUE 3.46
colorectal cancer RAS_61 SMO Any amplification 165 337 -0.30 -0.91 0.26 1603.34 1.00 3602 154 326 11 TRUE 0.49
non-small cell lung cancer RAS_61 SMO Any amplification 146 339 -0.20 -0.98 0.48 1617.96 1.00 6043 139 332 7 TRUE 0.23
pancreatic cancer RAS_61 SMO Any amplification 135 52 -0.58 -1.78 0.47 1414.06 1.00 1919 133 50 2 TRUE 0.51
melanoma RAS_61 SMO Any amplification 336 140 -0.46 -0.96 -0.01 1590.19 1.00 1122 315 119 21 TRUE 1.28
non-small cell lung cancer RAS_61 KMT2A Any amplification 144 116 -1.44 -4.50 0.45 1154.24 1.00 6187 143 115 1 FALSE 0.60
colorectal cancer RAS_61 JAK3 Any amplification 165 73 -0.97 -2.86 0.44 1450.79 1.00 3857 163 71 2 TRUE 0.61
non-small cell lung cancer RAS_61 JAK3 Any amplification 146 72 -1.60 -4.52 0.19 1405.87 1.00 6303 146 72 0 TRUE 0.70
non-small cell lung cancer RAS_61 STAG2 Any amplification 144 79 0.37 -1.05 1.47 1172.59 1.00 6226 141 76 3 TRUE 0.25
colorectal cancer RAS_61 BRCA2 Any amplification 165 809 0.32 -0.04 0.66 1425.88 1.00 3144 123 767 42 TRUE 1.06
pancreatic cancer RAS_61 BRCA2 Any amplification 135 58 -0.01 -1.08 0.91 1463.61 1.00 1915 131 54 4 TRUE 0.00
non-small cell lung cancer RAS_61 FGFR3 Any amplification 146 112 -0.52 -1.98 0.64 1563.42 1.00 6265 144 110 2 TRUE 0.36
pancreatic cancer RAS_61 FGFR3 Any amplification 135 58 -0.74 -2.16 0.41 1539.90 1.00 1913 133 56 2 TRUE 0.59
non-small cell lung cancer RAS_61 IGF1R Any amplification 144 99 -0.92 -3.18 0.63 1565.99 1.00 6212 143 98 1 TRUE 0.48
melanoma RAS_61 IGF1R Any amplification 336 77 0.02 -0.54 0.55 1537.26 1.00 1179 319 60 17 TRUE 0.03
colorectal cancer RAS_61 KEAP1 Any amplification 155 62 -5.61 -14.24 -0.63 866.31 1.00 3693 155 62 0 FALSE 0.77
colorectal cancer RAS_61 CDKN2A Any amplification 165 121 -0.20 -1.21 0.66 1310.56 1.00 3812 160 116 5 TRUE 0.16
non-small cell lung cancer RAS_61 CDKN2A Any amplification 146 62 -1.62 -5.67 0.42 1434.92 1.00 6313 146 62 0 TRUE 0.51
colorectal cancer RAS_61 IRS2 Any amplification 101 66 0.87 -0.09 1.70 680.15 1.00 2415 95 60 6 FALSE 1.23
colorectal cancer RAS_61 FANCA Any amplification 165 116 -0.09 -1.12 0.71 1529.82 1.00 3800 160 111 5 TRUE 0.07
non-small cell lung cancer RAS_61 FANCA Any amplification 144 81 -0.54 -2.20 0.71 1410.07 1.00 6230 143 80 1 TRUE 0.31
colorectal cancer RAS_61 IL7R Any amplification 126 84 -0.64 -2.06 0.50 1424.07 1.00 3054 124 82 2 FALSE 0.50
non-small cell lung cancer RAS_61 IL7R Any amplification 94 300 -0.57 -1.60 0.30 1447.34 1.00 4338 90 296 4 FALSE 0.61
colorectal cancer RAS_61 ERBB3 Any amplification 165 81 0.41 -0.35 1.15 1496.44 1.00 3836 159 75 6 TRUE 0.54
non-small cell lung cancer RAS_61 ERBB3 Any amplification 144 121 0.23 -0.70 1.03 1459.39 1.00 6193 140 117 4 TRUE 0.23
pancreatic cancer RAS_61 ERBB3 Any amplification 135 70 -0.14 -1.05 0.66 1398.19 1.00 1902 132 67 3 TRUE 0.12
non-small cell lung cancer RAS_61 ATM Any amplification 146 114 -1.50 -4.11 0.40 715.52 1.00 6262 145 113 1 TRUE 0.66
non-small cell lung cancer RAS_61 MAP2K1 Any amplification 144 68 -0.93 -3.73 0.90 1416.19 1.00 6243 143 67 1 TRUE 0.36
colorectal cancer RAS_61 RB1 Any amplification 165 741 0.44 0.07 0.80 1511.05 1.00 3229 123 699 42 TRUE 1.77
pancreatic cancer RAS_61 RB1 Any amplification 135 56 0.06 -1.05 0.95 1443.58 1.00 1917 131 52 4 TRUE 0.04
colorectal cancer RAS_61 KMT2D Any amplification 165 76 0.57 -0.27 1.33 1582.77 1.00 3839 159 70 6 FALSE 0.78
non-small cell lung cancer RAS_61 KMT2D Any amplification 144 80 0.23 -1.02 1.22 1514.95 1.00 6224 142 78 2 FALSE 0.17
colorectal cancer RAS_61 TSC2 Any amplification 165 101 -0.15 -1.04 0.65 1550.22 1.00 3814 161 97 4 TRUE 0.14
non-small cell lung cancer RAS_61 TSC2 Any amplification 144 206 -0.21 -1.19 0.59 1493.11 1.00 6108 140 202 4 TRUE 0.19
non-small cell lung cancer RAS_61 APC Any amplification 146 112 0.01 -1.26 1.13 396.80 1.01 6258 143 109 3 TRUE 0.01
colorectal cancer RAS_61 ERBB2 Any amplification 165 224 -0.84 -1.82 -0.11 933.39 1.00 3707 162 221 3 TRUE 1.30
non-small cell lung cancer RAS_61 ERBB2 Any amplification 146 281 -0.40 -1.23 0.32 1351.18 1.00 6099 141 276 5 TRUE 0.50
pancreatic cancer RAS_61 ERBB2 Any amplification 135 76 -0.26 -1.06 0.54 1431.36 1.00 1898 130 71 5 TRUE 0.27
colorectal cancer RAS_61 ARID2 Any amplification 165 72 0.52 -0.37 1.27 1399.05 1.00 3842 160 67 5 FALSE 0.65
non-small cell lung cancer RAS_61 ARID2 Any amplification 144 99 0.53 -0.40 1.31 1370.48 1.00 6207 140 95 4 FALSE 0.65
non-small cell lung cancer RAS_61 MTOR Any amplification 144 75 -0.99 -3.64 0.86 1518.99 1.00 6236 143 74 1 TRUE 0.41
colorectal cancer RAS_61 RFWD2 Any amplification 123 64 0.42 -0.57 1.27 1412.44 1.00 2866 119 60 4 FALSE 0.42
non-small cell lung cancer RAS_61 RFWD2 Any amplification 128 297 0.37 -0.34 1.02 1387.40 1.00 5037 118 287 10 FALSE 0.55
melanoma RAS_61 RFWD2 Any amplification 239 60 0.64 0.10 1.19 1442.49 1.00 853 219 40 20 FALSE 1.68
colorectal cancer RAS_61 NOTCH1 Any amplification 165 95 -1.03 -3.11 0.48 1351.15 1.00 3834 164 94 1 TRUE 0.58
non-small cell lung cancer RAS_61 NOTCH1 Any amplification 146 64 0.96 -0.16 1.94 1506.81 1.00 6316 141 59 5 TRUE 1.15
colorectal cancer RAS_61 NTRK1 Any amplification 165 129 0.22 -0.59 0.93 1531.81 1.00 3789 158 122 7 TRUE 0.24
non-small cell lung cancer RAS_61 NTRK1 Any amplification 144 607 0.08 -0.46 0.58 1377.96 1.00 5718 129 592 15 TRUE 0.12
pancreatic cancer RAS_61 NTRK1 Any amplification 135 82 -0.43 -1.52 0.43 1408.95 1.00 1890 132 79 3 TRUE 0.42
melanoma RAS_61 NTRK1 Any amplification 336 132 0.73 0.35 1.09 1346.28 1.00 1152 290 86 46 TRUE 3.81
non-small cell lung cancer RAS_61 KIT Any amplification 146 158 -1.52 -3.68 0.01 1310.20 1.00 6218 145 157 1 TRUE 0.97
melanoma RAS_61 KIT Any amplification 336 94 -0.91 -1.65 -0.28 1599.46 1.00 1157 326 84 10 TRUE 2.10
non-small cell lung cancer RAS_61 KDR Any amplification 146 145 -1.51 -3.80 0.11 1434.18 1.00 6231 145 144 1 TRUE 0.87
melanoma RAS_61 KDR Any amplification 336 54 -1.34 -2.47 -0.38 1426.50 1.00 1191 332 50 4 TRUE 1.88
colorectal cancer RAS_61 RICTOR Any amplification 126 89 -0.28 -1.40 0.70 1399.26 1.00 3052 123 86 3 FALSE 0.22
non-small cell lung cancer RAS_61 RICTOR Any amplification 94 298 -0.27 -1.20 0.55 1515.88 1.00 4349 89 293 5 FALSE 0.26
non-small cell lung cancer RAS_61 CSF1R Any amplification 115 67 0.48 -0.67 1.54 31.98 1.05 5061 112 64 3 TRUE 0.44
colorectal cancer RAS_61 PARK2 Any amplification 165 51 -0.28 -2.24 1.06 429.42 1.01 3814 163 49 2 FALSE 0.13
colorectal cancer RAS_61 NTRK2 Any amplification 165 66 -0.56 -2.42 0.78 1239.13 1.00 3847 163 64 2 FALSE 0.31
colorectal cancer RAS_61 PTCH1 Any amplification 165 72 -0.65 -2.48 0.65 1146.66 1.00 3841 163 70 2 TRUE 0.39
colorectal cancer RAS_61 HNF1A Any amplification 163 61 0.28 -0.75 1.24 1537.22 1.00 3806 159 57 4 TRUE 0.23
non-small cell lung cancer RAS_61 HNF1A Any amplification 146 62 -0.14 -1.84 1.09 1426.37 1.00 6276 145 61 1 TRUE 0.07
non-small cell lung cancer RAS_61 DICER1 Any amplification 144 132 -1.58 -4.35 0.15 1140.87 1.00 6133 143 131 1 TRUE 0.73
non-small cell lung cancer RAS_61 NTRK3 Any amplification 144 91 -0.85 -3.00 0.66 1546.59 1.00 6220 143 90 1 FALSE 0.44
melanoma RAS_61 NTRK3 Any amplification 336 60 0.18 -0.44 0.76 1419.39 1.00 1193 321 45 15 FALSE 0.25
colorectal cancer RAS_61 PALB2 Any amplification 165 110 -0.52 -1.61 0.40 1582.77 1.00 3804 162 107 3 TRUE 0.51
non-small cell lung cancer RAS_61 PALB2 Any amplification 144 186 -0.51 -1.62 0.38 1275.25 1.00 6127 141 183 3 TRUE 0.48
colorectal cancer RAS_61 CDH1 Any amplification 165 112 -0.10 -1.09 0.78 1453.36 1.00 3819 160 107 5 TRUE 0.08
non-small cell lung cancer RAS_61 CDH1 Any amplification 146 109 -0.62 -2.30 0.53 1461.83 1.00 6259 145 108 1 TRUE 0.40
colorectal cancer RAS_61 CDK12 Any amplification 126 112 -1.08 -2.88 0.18 1620.13 1.00 3027 125 111 1 FALSE 0.80
non-small cell lung cancer RAS_61 CDK12 Any amplification 94 106 -0.16 -1.50 0.95 1282.90 1.00 4539 91 103 3 FALSE 0.09
colorectal cancer RAS_61 BRD4 Any amplification 163 67 -1.79 -4.74 0.11 1409.91 1.00 3778 162 66 1 FALSE 0.84
non-small cell lung cancer RAS_61 BRD4 Any amplification 144 52 -2.32 -5.97 0.08 1444.58 1.00 6212 144 52 0 FALSE 0.72
colorectal cancer RAS_61 ASXL1 Any amplification 165 1033 -0.11 -0.48 0.26 1305.03 1.00 2915 126 994 39 TRUE 0.24
non-small cell lung cancer RAS_61 ASXL1 Any amplification 144 238 -0.40 -1.50 0.48 1564.64 1.00 6068 140 234 4 TRUE 0.37
pancreatic cancer RAS_61 ASXL1 Any amplification 135 63 -1.13 -2.81 0.03 1468.05 1.00 1901 134 62 1 TRUE 0.94
melanoma RAS_61 ASXL1 Any amplification 336 76 0.49 -0.03 0.99 1476.34 1.00 1179 312 52 24 TRUE 1.20
non-small cell lung cancer RAS_61 EP300 Any amplification 144 89 -2.90 -9.14 0.03 1053.94 1.00 6213 144 89 0 TRUE 0.52
melanoma RAS_61 EP300 Any amplification 336 110 0.11 -0.35 0.56 1362.41 1.00 1147 310 84 26 TRUE 0.20
colorectal cancer RAS_61 ERBB4 Any amplification 165 57 -0.82 -2.79 0.60 1247.88 1.00 3873 163 55 2 TRUE 0.47
non-small cell lung cancer RAS_61 ERBB4 Any amplification 146 73 -1.55 -4.74 0.25 1416.09 1.00 6302 146 73 0 TRUE 0.60
colorectal cancer RAS_61 RECQL4 Any amplification 138 564 -0.12 -0.60 0.32 1440.16 1.00 2889 118 544 20 TRUE 0.23
non-small cell lung cancer RAS_61 RECQL4 Any amplification 125 533 0.29 -0.25 0.78 1536.36 1.00 5083 109 517 16 TRUE 0.56
pancreatic cancer RAS_61 RECQL4 Any amplification 129 96 0.04 -0.80 0.75 1451.09 1.00 1751 122 89 7 TRUE 0.04
melanoma RAS_61 RECQL4 Any amplification 278 177 -0.12 -0.52 0.26 1218.73 1.00 895 244 143 34 TRUE 0.26
colorectal cancer RAS_61 GNAQ Any amplification 165 70 -0.63 -2.50 0.70 1382.07 1.00 3860 163 68 2 TRUE 0.36
colorectal cancer RAS_61 ERCC5 Any amplification 148 720 0.33 -0.04 0.68 1653.51 1.00 2904 111 683 37 TRUE 1.12
non-small cell lung cancer RAS_61 ERCC5 Any amplification 142 87 -0.59 -2.43 0.73 1574.95 1.00 6001 141 86 1 TRUE 0.34
pancreatic cancer RAS_61 ERCC5 Any amplification 130 56 0.23 -0.71 1.08 1519.94 1.00 1828 125 51 5 TRUE 0.22
colorectal cancer RAS_61 BRCA1 Any amplification 165 88 -2.00 -5.96 -0.21 1313.72 1.00 3823 165 88 0 TRUE 0.72
non-small cell lung cancer RAS_61 BRCA1 Any amplification 144 173 -0.82 -2.34 0.39 1245.77 1.00 6140 141 170 3 TRUE 0.62
colorectal cancer RAS_61 TSC1 Any amplification 165 81 -0.30 -1.71 0.78 1395.73 1.00 3832 163 79 2 TRUE 0.20
non-small cell lung cancer RAS_61 TSC1 Any amplification 144 56 0.84 -0.37 1.90 1249.78 1.00 6258 140 52 4 TRUE 0.83
non-small cell lung cancer RAS_61 FLCN Any amplification 144 53 -5.41 -14.69 -0.04 1381.65 1.00 6211 144 53 0 TRUE 0.70
colorectal cancer RAS_61 NF1 Any amplification 165 101 -2.02 -5.55 -0.27 1187.75 1.00 3810 165 101 0 TRUE 0.82
non-small cell lung cancer RAS_61 NF1 Any amplification 144 173 -0.83 -2.35 0.39 1297.13 1.00 6140 141 170 3 TRUE 0.65
colorectal cancer RAS_61 FLT1 Any amplification 165 903 0.34 0.00 0.68 1393.58 1.00 3053 118 856 47 FALSE 1.27
pancreatic cancer RAS_61 FLT1 Any amplification 135 53 -0.64 -2.22 0.55 1638.97 1.00 1912 133 51 2 FALSE 0.43
non-small cell lung cancer RAS_61 RPTOR Any amplification 94 91 -0.12 -1.88 1.17 1017.61 1.00 4545 92 89 2 FALSE 0.06
non-small cell lung cancer RAS_61 EPHA5 Any amplification 130 58 -5.64 -16.53 -0.06 1045.14 1.00 5481 130 58 0 FALSE 0.54
colorectal cancer RAS_61 GNAS Any amplification 165 982 0.03 -0.34 0.38 1503.41 1.00 2987 124 941 41 TRUE 0.06
non-small cell lung cancer RAS_61 GNAS Any amplification 146 306 -0.78 -1.86 0.13 1547.39 1.00 6072 143 303 3 TRUE 0.86
pancreatic cancer RAS_61 GNAS Any amplification 135 88 -0.64 -1.76 0.25 1488.45 1.00 1884 132 85 3 TRUE 0.67
melanoma RAS_61 GNAS Any amplification 336 104 0.48 0.05 0.93 1428.59 1.00 1169 304 72 32 TRUE 1.53
colorectal cancer RAS_61 SF3B1 Any amplification 165 74 -0.10 -1.33 0.90 1383.40 1.00 3841 161 70 4 TRUE 0.06
non-small cell lung cancer RAS_61 SF3B1 Any amplification 144 91 -1.33 -4.96 0.44 1178.81 1.00 6219 144 91 0 TRUE 0.45
non-small cell lung cancer RAS_61 ROS1 Any amplification 144 63 -5.42 -16.14 -0.21 1124.85 1.00 6247 144 63 0 TRUE 0.62
colorectal cancer RAS_61 FLT3 Any amplification 165 922 0.31 -0.04 0.65 1315.57 1.00 3053 118 875 47 TRUE 1.07
pancreatic cancer RAS_61 FLT3 Any amplification 135 52 -0.63 -2.10 0.55 1260.52 1.00 1919 133 50 2 TRUE 0.44
non-small cell lung cancer RAS_61 MSH2 Any amplification 144 129 -0.62 -2.33 0.72 1457.83 1.00 6183 142 127 2 TRUE 0.37
colorectal cancer RAS_61 DIS3 Any amplification 165 762 0.26 -0.15 0.63 1464.36 1.00 3185 127 724 38 FALSE 0.74
non-small cell lung cancer RAS_61 DIS3 Any amplification 144 82 -1.66 -4.91 0.26 1525.48 1.00 6220 144 82 0 FALSE 0.66
pancreatic cancer RAS_61 DIS3 Any amplification 135 53 -0.33 -1.61 0.67 1428.70 1.00 1913 132 50 3 FALSE 0.24
colorectal cancer RAS_61 AXL Any amplification 165 98 0.15 -0.69 0.94 1514.52 1.00 3819 159 92 6 FALSE 0.14
non-small cell lung cancer RAS_61 AXL Any amplification 144 165 -0.97 -3.10 0.23 1257.43 1.00 6145 144 165 0 FALSE 0.60
pancreatic cancer RAS_61 AXL Any amplification 135 65 0.00 -0.87 0.84 1390.03 1.00 1909 130 60 5 FALSE 0.00
non-small cell lung cancer RAS_61 DAXX Any amplification 94 78 -2.63 -8.55 0.36 1447.08 1.00 4556 94 78 0 TRUE 0.57
melanoma RAS_61 DAXX Any amplification 285 100 0.55 0.09 0.99 1378.88 1.00 1003 254 69 31 TRUE 1.80
colorectal cancer RAS_61 EGFR Any amplification 165 540 -0.56 -1.14 -0.05 1644.61 1.00 3402 151 526 14 TRUE 1.33
non-small cell lung cancer RAS_61 EGFR Any amplification 146 848 -1.07 -1.82 -0.43 1320.64 1.00 5534 139 841 7 TRUE 2.50
pancreatic cancer RAS_61 EGFR Any amplification 135 81 -0.71 -1.83 0.26 1257.29 1.00 1891 132 78 3 TRUE 0.75
melanoma RAS_61 EGFR Any amplification 336 101 -0.37 -0.93 0.15 1561.35 1.00 1157 319 84 17 TRUE 0.76
colorectal cancer RAS_61 ARID1B Any amplification 165 55 -0.35 -2.12 1.03 714.25 1.00 3810 163 53 2 TRUE 0.17
non-small cell lung cancer RAS_61 ERG Any amplification 127 104 -1.24 -3.99 0.55 1448.29 1.00 5712 126 103 1 FALSE 0.54
non-small cell lung cancer RAS_61 NKX2-1 Any amplification 144 790 0.24 -0.21 0.70 1371.02 1.00 5534 122 768 22 TRUE 0.51
thyroid cancer RAS_61 NKX2-1 Any amplification 156 63 0.60 0.02 1.19 1506.84 1.00 646 138 45 18 TRUE 1.37
colorectal cancer RAS_61 WT1 Any amplification 165 61 -0.92 -2.80 0.53 1507.29 1.00 3850 163 59 2 TRUE 0.55
non-small cell lung cancer RAS_61 WT1 Any amplification 144 84 -1.65 -5.28 0.18 1239.00 1.00 6218 144 84 0 TRUE 0.62
colorectal cancer RAS_61 MET Any amplification 165 442 -0.48 -1.06 0.05 1358.59 1.00 3498 153 430 12 TRUE 1.02
non-small cell lung cancer RAS_61 MET Any amplification 146 545 -0.51 -1.25 0.14 1498.32 1.00 5838 138 537 8 TRUE 0.86
pancreatic cancer RAS_61 MET Any amplification 135 82 -0.67 -1.73 0.20 1461.13 1.00 1890 132 79 3 TRUE 0.74
melanoma RAS_61 MET Any amplification 336 147 -0.33 -0.77 0.07 1512.33 1.00 1119 311 122 25 TRUE 0.87
colorectal cancer RAS_61 PMS1 Any amplification 148 60 0.06 -1.23 1.08 1257.82 1.00 3531 144 56 4 TRUE 0.04
non-small cell lung cancer RAS_61 PMS1 Any amplification 142 96 -1.39 -5.61 0.42 1336.36 1.00 5991 142 96 0 TRUE 0.39
non-small cell lung cancer RAS_61 MEN1 Any amplification 144 79 -1.09 -4.09 0.78 1122.37 1.00 6224 143 78 1 TRUE 0.44
colorectal cancer RAS_61 BRAF Any amplification 165 357 -0.47 -1.12 0.08 1293.04 1.00 3581 155 347 10 TRUE 0.88
non-small cell lung cancer RAS_61 BRAF Any amplification 146 372 -0.31 -1.07 0.35 1501.27 1.00 6010 139 365 7 TRUE 0.40
pancreatic cancer RAS_61 BRAF Any amplification 135 59 -1.04 -2.44 0.06 1531.82 1.00 1911 134 58 1 TRUE 0.97
melanoma RAS_61 BRAF Any amplification 336 154 -0.54 -1.01 -0.11 1502.43 1.00 1109 314 132 22 TRUE 1.68
non-small cell lung cancer RAS_61 PDGFRB Any amplification 144 128 0.24 -0.91 1.16 640.26 1.00 6186 140 124 4 TRUE 0.18
colorectal cancer RAS_61 CARD11 Any amplification 165 512 -0.37 -0.91 0.12 1579.49 1.00 3413 149 496 16 FALSE 0.80
non-small cell lung cancer RAS_61 CARD11 Any amplification 144 573 -1.01 -1.89 -0.30 1582.79 1.00 5734 139 568 5 FALSE 1.83
pancreatic cancer RAS_61 CARD11 Any amplification 135 95 -1.06 -2.22 -0.11 1437.08 1.00 1870 133 93 2 FALSE 1.31
melanoma RAS_61 CARD11 Any amplification 336 126 -0.31 -0.78 0.17 1405.85 1.00 1129 314 104 22 FALSE 0.70
non-small cell lung cancer RAS_61 DNMT3A Any amplification 144 124 -0.60 -2.35 0.66 1179.41 1.00 6180 142 122 2 TRUE 0.35
non-small cell lung cancer RAS_61 MSH6 Any amplification 144 128 -0.62 -2.35 0.68 854.48 1.00 6184 142 126 2 TRUE 0.36
non-small cell lung cancer RAS_61 MAX Any amplification 92 67 -5.27 -15.32 -0.06 1158.01 1.00 4360 92 67 0 FALSE 0.65
colorectal cancer RAS_61 NFE2L2 Any amplification 165 60 -0.90 -2.81 0.53 1349.92 1.00 3853 163 58 2 FALSE 0.56
non-small cell lung cancer RAS_61 NFE2L2 Any amplification 144 109 -1.80 -5.46 0.04 1430.95 1.00 6201 144 109 0 FALSE 0.70
colorectal cancer RAS_61 SOX9 Any amplification 163 200 -1.44 -2.94 -0.33 1510.17 1.00 3645 162 199 1 FALSE 1.57
non-small cell lung cancer RAS_61 SOX9 Any amplification 144 257 -0.09 -0.88 0.63 1585.84 1.00 6013 138 251 6 FALSE 0.08
pancreatic cancer RAS_61 SOX9 Any amplification 134 57 -0.32 -1.46 0.61 1405.07 1.00 1900 131 54 3 FALSE 0.25
melanoma RAS_61 SOX9 Any amplification 330 81 0.56 0.08 1.04 1365.84 1.00 1146 303 54 27 FALSE 1.61
non-small cell lung cancer RAS_61 CBL Any amplification 144 118 -1.44 -4.06 0.37 1270.54 1.00 6193 143 117 1 TRUE 0.66
colorectal cancer RAS_61 ETV1 Any amplification 165 531 -0.42 -0.98 0.07 1646.81 1.00 3394 149 515 16 TRUE 0.92
non-small cell lung cancer RAS_61 ETV1 Any amplification 144 611 -1.04 -1.88 -0.36 1609.61 1.00 5696 139 606 5 TRUE 2.14
pancreatic cancer RAS_61 ETV1 Any amplification 135 99 -1.04 -2.19 -0.07 1567.50 1.00 1865 133 97 2 TRUE 1.27
melanoma RAS_61 ETV1 Any amplification 336 147 -0.02 -0.44 0.39 1346.30 1.00 1116 304 115 32 TRUE 0.04
colorectal cancer RAS_61 JAK2 Any amplification 165 112 -0.01 -0.97 0.77 1442.00 1.00 3820 161 108 4 TRUE 0.01
non-small cell lung cancer RAS_61 JAK2 Any amplification 146 115 0.42 -0.58 1.26 1592.82 1.00 6265 141 110 5 TRUE 0.43
colorectal cancer RAS_61 DNMT3B Any amplification 84 86 -0.77 -2.50 0.64 1352.17 1.00 2069 82 84 2 FALSE 0.49
colorectal cancer RAS_61 FGFR1 Any amplification 165 270 -0.33 -1.01 0.31 1525.15 1.00 3667 156 261 9 TRUE 0.50
non-small cell lung cancer RAS_61 FGFR1 Any amplification 146 302 -0.56 -1.52 0.24 1560.26 1.00 6077 142 298 4 TRUE 0.71
pancreatic cancer RAS_61 FGFR1 Any amplification 135 60 -0.65 -1.81 0.28 1404.72 1.00 1911 133 58 2 TRUE 0.66
melanoma RAS_61 MITF Any amplification 336 156 0.36 -0.03 0.74 1129.59 1.00 1120 293 113 43 FALSE 1.19
non-small cell lung cancer RAS_61 SH2B3 Any amplification 135 56 -0.71 -3.53 1.11 1306.45 1.00 5880 134 55 1 FALSE 0.26
colorectal cancer RAS_61 GLI1 Any amplification 158 62 0.12 -0.91 1.00 1491.88 1.00 3582 154 58 4 FALSE 0.10
non-small cell lung cancer RAS_61 GLI1 Any amplification 135 176 0.03 -0.86 0.86 1543.52 1.00 5726 130 171 5 FALSE 0.03
pancreatic cancer RAS_61 GLI1 Any amplification 134 61 -0.68 -2.09 0.40 1358.45 1.00 1856 133 60 1 FALSE 0.57
colorectal cancer RAS_61 NCOA3 Any amplification 79 69 -1.49 -4.22 0.37 625.95 1.00 1881 78 68 1 TRUE 0.68
non-small cell lung cancer KRAS_61 ATR Any amplification 69 100 -6.18 -14.97 -0.19 40.56 1.09 4567 69 100 0 FALSE 0.68
non-small cell lung cancer KRAS_61 PDGFRA Any amplification 104 133 -0.34 -2.04 0.91 1292.37 1.00 6286 102 131 2 TRUE 0.17
non-small cell lung cancer KRAS_61 FBXW7 Any amplification 104 77 -5.46 -15.98 -0.19 1062.60 1.00 6340 104 77 0 TRUE 0.70
non-small cell lung cancer KRAS_61 MAP3K1 Any amplification 103 149 0.70 -0.39 1.58 908.42 1.01 6199 98 144 5 FALSE 0.79
non-small cell lung cancer KRAS_61 NSD1 Any amplification 69 85 -5.51 -16.08 0.03 1264.34 1.00 4574 69 85 0 FALSE 0.66
non-small cell lung cancer KRAS_61 FLT4 Any amplification 103 187 0.18 -0.87 1.12 553.77 1.01 6160 99 183 4 TRUE 0.13
non-small cell lung cancer KRAS_61 PTPRD Any amplification 82 55 -4.93 -14.37 0.31 1283.17 1.00 4994 82 55 0 FALSE 0.58
non-small cell lung cancer KRAS_61 RET Any amplification 104 83 -0.78 -3.54 1.02 1178.03 1.00 6335 103 82 1 TRUE 0.29
non-small cell lung cancer KRAS_61 KDM5A Any amplification 69 136 0.27 -0.96 1.27 1439.62 1.00 4526 66 133 3 FALSE 0.20
pancreatic cancer KRAS_61 KDM5A Any amplification 108 66 0.23 -0.72 1.05 1497.94 1.00 1657 103 61 5 FALSE 0.21
non-small cell lung cancer KRAS_61 TSHR Any amplification 69 53 -4.93 -14.32 0.50 843.88 1.01 4606 69 53 0 TRUE 0.47
non-small cell lung cancer KRAS_61 CREBBP Any amplification 103 205 -0.74 -2.52 0.54 1320.09 1.00 6148 101 203 2 TRUE 0.46
non-small cell lung cancer KRAS_61 BRIP1 Any amplification 103 240 -0.17 -1.27 0.76 1416.79 1.00 6107 99 236 4 TRUE 0.13
pancreatic cancer KRAS_61 BRIP1 Any amplification 125 58 -0.58 -1.99 0.53 1423.40 1.00 1917 123 56 2 TRUE 0.44
non-small cell lung cancer KRAS_61 AXIN2 Any amplification 67 87 -5.39 -15.41 -0.18 1244.86 1.00 4357 67 87 0 TRUE 0.61
non-small cell lung cancer KRAS_61 PIK3CA Any amplification 104 434 -1.80 -3.99 -0.34 1456.13 1.00 5984 103 433 1 TRUE 1.24
pancreatic cancer KRAS_61 PIK3CA Any amplification 125 55 0.67 -0.22 1.55 1548.35 1.00 1931 118 48 7 TRUE 0.89
non-small cell lung cancer KRAS_61 GATA3 Any amplification 103 65 -0.52 -3.19 1.25 1230.23 1.00 6279 102 64 1 FALSE 0.18
non-small cell lung cancer KRAS_61 ALK Any amplification 104 134 -0.34 -2.10 1.00 1561.84 1.00 6285 102 132 2 TRUE 0.18
non-small cell lung cancer KRAS_61 RNF43 Any amplification 69 73 -0.53 -3.16 1.26 1205.26 1.00 4595 68 72 1 TRUE 0.19
non-small cell lung cancer KRAS_61 U2AF1 Any amplification 103 95 0.53 -0.86 1.65 1395.35 1.00 6221 100 92 3 FALSE 0.39
non-small cell lung cancer KRAS_61 ARID1A Any amplification 103 52 -0.36 -3.58 1.48 1294.13 1.00 6300 102 51 1 TRUE 0.11
non-small cell lung cancer KRAS_61 PIK3R1 Any amplification 103 121 0.29 -0.99 1.42 1369.99 1.00 6233 100 118 3 TRUE 0.19
non-small cell lung cancer KRAS_61 IKZF1 Any amplification 103 553 -1.27 -2.58 -0.27 1263.73 1.00 5793 100 550 3 TRUE 1.52
pancreatic cancer KRAS_61 IKZF1 Any amplification 125 76 -1.10 -2.61 0.07 1319.64 1.00 1899 123 74 2 TRUE 1.00
non-small cell lung cancer KRAS_61 TERT Any amplification 101 925 -0.13 -0.70 0.39 1523.62 1.00 5302 87 911 14 TRUE 0.19
pancreatic cancer KRAS_61 TERT Any amplification 120 78 -0.53 -1.76 0.45 1611.68 1.00 1834 117 75 3 TRUE 0.46
non-small cell lung cancer KRAS_61 NOTCH2 Any amplification 103 89 -5.22 -14.43 -0.24 618.47 1.00 6262 103 89 0 TRUE 0.62
non-small cell lung cancer KRAS_61 DDR2 Any amplification 103 574 0.21 -0.46 0.78 1559.44 1.00 5789 91 562 12 TRUE 0.28
pancreatic cancer KRAS_61 DDR2 Any amplification 125 78 -0.46 -1.60 0.48 1123.29 1.00 1904 122 75 3 TRUE 0.40
non-small cell lung cancer KRAS_61 SMO Any amplification 104 339 -0.74 -1.98 0.22 1502.64 1.00 6081 101 336 3 TRUE 0.71
pancreatic cancer KRAS_61 SMO Any amplification 125 52 -0.68 -2.30 0.51 1424.90 1.00 1929 123 50 2 TRUE 0.48
non-small cell lung cancer KRAS_61 KMT2A Any amplification 103 116 -1.19 -4.04 0.78 975.17 1.00 6228 102 115 1 FALSE 0.46
non-small cell lung cancer KRAS_61 JAK3 Any amplification 104 72 -5.31 -16.32 0.02 1302.59 1.00 6345 104 72 0 TRUE 0.63
non-small cell lung cancer KRAS_61 STAG2 Any amplification 103 79 -0.73 -3.61 1.12 1472.36 1.00 6265 102 78 1 TRUE 0.27
pancreatic cancer KRAS_61 BRCA2 Any amplification 125 58 0.03 -1.16 0.98 1497.01 1.00 1925 121 54 4 TRUE 0.02
non-small cell lung cancer KRAS_61 IGF1R Any amplification 103 99 -0.87 -3.49 0.81 1194.62 1.00 6253 102 98 1 TRUE 0.35
non-small cell lung cancer KRAS_61 CDKN2A Any amplification 104 62 -5.09 -14.99 0.14 931.62 1.00 6355 104 62 0 TRUE 0.68
non-small cell lung cancer KRAS_61 FANCA Any amplification 103 81 -5.60 -16.30 0.01 1024.86 1.00 6270 103 81 0 TRUE 0.72
non-small cell lung cancer KRAS_61 IL7R Any amplification 69 300 -0.57 -2.03 0.52 1278.37 1.00 4362 66 297 3 FALSE 0.44
non-small cell lung cancer KRAS_61 ATM Any amplification 104 114 -1.08 -3.73 0.76 1393.10 1.00 6304 103 113 1 TRUE 0.46
pancreatic cancer KRAS_61 RB1 Any amplification 125 56 0.08 -1.06 1.02 1398.40 1.00 1927 121 52 4 TRUE 0.05
non-small cell lung cancer KRAS_61 KMT2D Any amplification 103 80 -0.75 -3.78 1.02 771.69 1.00 6264 102 79 1 FALSE 0.26
non-small cell lung cancer KRAS_61 TSC2 Any amplification 103 206 -0.72 -2.45 0.59 1282.12 1.00 6147 101 204 2 TRUE 0.44
non-small cell lung cancer KRAS_61 APC Any amplification 104 112 0.38 -0.98 1.47 1480.38 1.00 6300 101 109 3 TRUE 0.27
non-small cell lung cancer KRAS_61 ERBB2 Any amplification 104 281 -0.20 -1.23 0.66 1645.24 1.00 6140 100 277 4 TRUE 0.16
pancreatic cancer KRAS_61 ERBB2 Any amplification 125 76 0.00 -0.93 0.79 1635.41 1.00 1908 120 71 5 TRUE 0.00
non-small cell lung cancer KRAS_61 ARID2 Any amplification 103 99 0.00 -1.85 1.29 1639.63 1.00 6246 101 97 2 FALSE 0.00
non-small cell lung cancer KRAS_61 MTOR Any amplification 103 75 -0.64 -3.56 1.12 1034.17 1.00 6277 102 74 1 TRUE 0.23
non-small cell lung cancer KRAS_61 RFWD2 Any amplification 91 297 0.60 -0.14 1.24 893.83 1.00 5073 82 288 9 FALSE 1.02
non-small cell lung cancer KRAS_61 NOTCH1 Any amplification 104 64 1.31 0.06 2.28 1483.97 1.00 6357 100 60 4 TRUE 1.67
non-small cell lung cancer KRAS_61 NTRK1 Any amplification 103 607 0.15 -0.48 0.73 1512.86 1.00 5756 91 595 12 TRUE 0.20
pancreatic cancer KRAS_61 NTRK1 Any amplification 125 82 -0.53 -1.76 0.45 1278.07 1.00 1900 122 79 3 TRUE 0.45
non-small cell lung cancer KRAS_61 KIT Any amplification 104 158 -1.41 -4.24 0.45 1263.16 1.00 6260 103 157 1 TRUE 0.62
non-small cell lung cancer KRAS_61 KDR Any amplification 104 145 -1.32 -3.91 0.46 1243.06 1.00 6273 103 144 1 TRUE 0.61
non-small cell lung cancer KRAS_61 RICTOR Any amplification 69 298 -0.21 -1.42 0.72 1479.56 1.00 4373 65 294 4 FALSE 0.16
non-small cell lung cancer KRAS_61 CSF1R Any amplification 83 67 0.94 -0.41 2.12 1347.15 1.00 5093 80 64 3 TRUE 0.83
non-small cell lung cancer KRAS_61 DICER1 Any amplification 103 132 -5.58 -15.60 -0.58 1401.23 1.00 6173 103 132 0 TRUE 0.66
non-small cell lung cancer KRAS_61 NTRK3 Any amplification 103 91 -0.90 -3.72 0.87 1317.85 1.00 6261 102 90 1 FALSE 0.35
non-small cell lung cancer KRAS_61 PALB2 Any amplification 103 186 -0.17 -1.57 0.89 1024.18 1.00 6168 100 183 3 TRUE 0.10
non-small cell lung cancer KRAS_61 CDK12 Any amplification 69 106 0.01 -1.86 1.35 1164.86 1.00 4563 67 104 2 FALSE 0.00
non-small cell lung cancer KRAS_61 BRD4 Any amplification 103 52 -4.84 -15.67 0.49 406.16 1.01 6253 103 52 0 FALSE 0.55
non-small cell lung cancer KRAS_61 ASXL1 Any amplification 103 238 -1.05 -2.64 0.20 1335.96 1.00 6107 101 236 2 TRUE 0.80
pancreatic cancer KRAS_61 ASXL1 Any amplification 125 63 -1.49 -3.46 -0.08 1485.48 1.00 1911 124 62 1 TRUE 1.08
non-small cell lung cancer KRAS_61 EP300 Any amplification 103 89 -5.36 -14.04 -0.13 973.53 1.00 6254 103 89 0 TRUE 0.69
non-small cell lung cancer KRAS_61 ERBB4 Any amplification 104 73 -5.06 -13.87 -0.05 1263.28 1.01 6344 104 73 0 TRUE 0.74
non-small cell lung cancer KRAS_61 RECQL4 Any amplification 90 533 0.44 -0.14 0.96 1549.88 1.00 5115 77 520 13 TRUE 0.92
pancreatic cancer KRAS_61 RECQL4 Any amplification 119 96 0.18 -0.61 0.90 1442.74 1.00 1761 112 89 7 TRUE 0.20
non-small cell lung cancer KRAS_61 ERCC5 Any amplification 101 87 -0.30 -2.25 1.08 1555.79 1.00 6042 100 86 1 TRUE 0.14
pancreatic cancer KRAS_61 ERCC5 Any amplification 120 56 0.32 -0.67 1.22 1427.58 1.00 1838 115 51 5 TRUE 0.30
non-small cell lung cancer KRAS_61 BRCA1 Any amplification 103 173 -0.09 -1.48 0.93 932.96 1.00 6181 100 170 3 TRUE 0.05
non-small cell lung cancer KRAS_61 TSC1 Any amplification 103 56 1.41 0.33 2.33 1207.27 1.00 6299 99 52 4 TRUE 2.60
non-small cell lung cancer KRAS_61 NF1 Any amplification 103 173 -0.07 -1.46 0.98 1272.49 1.00 6181 100 170 3 TRUE 0.04
pancreatic cancer KRAS_61 FLT1 Any amplification 125 53 -0.70 -2.71 0.64 1314.31 1.00 1922 123 51 2 FALSE 0.41
non-small cell lung cancer KRAS_61 RPTOR Any amplification 69 91 -0.88 -3.60 0.98 385.97 1.01 4569 68 90 1 FALSE 0.34
non-small cell lung cancer KRAS_61 EPHA5 Any amplification 93 58 -5.07 -15.36 0.21 1037.79 1.00 5518 93 58 0 FALSE 0.47
non-small cell lung cancer KRAS_61 GNAS Any amplification 104 306 -1.02 -2.47 0.09 1517.39 1.00 6113 102 304 2 TRUE 0.94
pancreatic cancer KRAS_61 GNAS Any amplification 125 88 -0.78 -1.97 0.23 1468.05 1.00 1894 122 85 3 TRUE 0.77
non-small cell lung cancer KRAS_61 SF3B1 Any amplification 103 91 -5.52 -15.41 -0.16 829.63 1.00 6260 103 91 0 TRUE 0.58
non-small cell lung cancer KRAS_61 ROS1 Any amplification 103 63 -5.24 -16.02 0.09 1320.81 1.00 6288 103 63 0 TRUE 0.57
pancreatic cancer KRAS_61 FLT3 Any amplification 125 52 -0.72 -2.37 0.57 498.81 1.00 1929 123 50 2 TRUE 0.46
non-small cell lung cancer KRAS_61 MSH2 Any amplification 103 129 -0.30 -2.19 0.97 1077.84 1.00 6224 101 127 2 TRUE 0.15
non-small cell lung cancer KRAS_61 DIS3 Any amplification 103 82 -1.95 -7.06 0.41 1541.09 1.00 6261 103 82 0 FALSE 0.47
pancreatic cancer KRAS_61 DIS3 Any amplification 125 53 -0.41 -1.83 0.75 1433.96 1.00 1923 122 50 3 FALSE 0.26
non-small cell lung cancer KRAS_61 DAXX Any amplification 69 78 -5.21 -14.35 0.09 1257.30 1.00 4581 69 78 0 TRUE 0.65
non-small cell lung cancer KRAS_61 EGFR Any amplification 104 848 -1.36 -2.41 -0.52 1564.05 1.00 5573 100 844 4 TRUE 2.34
pancreatic cancer KRAS_61 EGFR Any amplification 125 81 -0.78 -2.06 0.32 1350.37 1.00 1901 122 78 3 TRUE 0.71
non-small cell lung cancer KRAS_61 NKX2-1 Any amplification 103 790 0.11 -0.50 0.65 1151.45 1.00 5567 89 776 14 TRUE 0.14
non-small cell lung cancer KRAS_61 WT1 Any amplification 103 84 -5.25 -15.42 -0.12 1090.35 1.00 6259 103 84 0 TRUE 0.71
non-small cell lung cancer KRAS_61 MET Any amplification 104 545 -0.90 -1.96 -0.07 1704.43 1.00 5876 100 541 4 TRUE 1.21
pancreatic cancer KRAS_61 MET Any amplification 125 82 -0.70 -1.92 0.32 1111.88 1.00 1900 122 79 3 TRUE 0.66
non-small cell lung cancer KRAS_61 PMS1 Any amplification 101 96 -5.57 -16.20 -0.49 739.95 1.00 6032 101 96 0 TRUE 0.67
non-small cell lung cancer KRAS_61 MEN1 Any amplification 103 79 -0.63 -3.40 1.12 747.91 1.00 6265 102 78 1 TRUE 0.23
non-small cell lung cancer KRAS_61 BRAF Any amplification 104 372 -0.96 -2.30 0.08 1516.27 1.00 6048 101 369 3 TRUE 0.97
pancreatic cancer KRAS_61 BRAF Any amplification 125 59 -1.35 -3.32 0.14 1470.07 1.00 1921 124 58 1 TRUE 0.95
non-small cell lung cancer KRAS_61 PDGFRB Any amplification 103 128 0.54 -0.62 1.47 1186.66 1.00 6227 99 124 4 TRUE 0.49
non-small cell lung cancer KRAS_61 CARD11 Any amplification 103 573 -1.71 -3.14 -0.58 1443.29 1.00 5772 101 571 2 FALSE 2.02
pancreatic cancer KRAS_61 CARD11 Any amplification 125 95 -1.41 -3.00 -0.20 1232.85 1.00 1880 123 93 2 FALSE 1.31
non-small cell lung cancer KRAS_61 DNMT3A Any amplification 103 124 -0.26 -2.02 1.02 1233.46 1.00 6221 101 122 2 TRUE 0.13
non-small cell lung cancer KRAS_61 MAX Any amplification 67 67 -5.01 -14.39 0.16 1424.37 1.00 4385 67 67 0 FALSE 0.57
non-small cell lung cancer KRAS_61 NFE2L2 Any amplification 103 109 -5.52 -15.52 -0.37 1461.20 1.00 6242 103 109 0 FALSE 0.73
non-small cell lung cancer KRAS_61 JAK2 Any amplification 104 115 0.33 -1.01 1.48 1253.30 1.00 6305 101 112 3 TRUE 0.22
non-small cell lung cancer KRAS_61 GLI1 Any amplification 97 176 -0.78 -2.36 0.55 1488.73 1.00 5761 95 174 2 FALSE 0.53
pancreatic cancer KRAS_61 GLI1 Any amplification 124 61 -1.32 -3.15 0.05 1480.28 1.00 1866 123 60 1 FALSE 0.94
melanoma NRAS_61 BLM Any amplification 324 64 0.34 -0.24 0.88 1220.44 1.00 1196 307 47 17 TRUE 0.62
melanoma NRAS_61 IKZF1 Any amplification 324 101 -0.23 -0.79 0.28 1193.57 1.00 1162 306 83 18 TRUE 0.41
melanoma NRAS_61 TERT Any amplification 281 82 -0.98 -1.78 -0.25 1211.76 1.00 1008 273 74 8 TRUE 1.90
melanoma NRAS_61 NOTCH2 Any amplification 324 83 0.70 0.21 1.18 1435.89 1.00 1193 296 55 28 TRUE 2.30
melanoma NRAS_61 SMO Any amplification 324 140 -0.50 -1.00 -0.01 1234.18 1.00 1133 304 120 20 TRUE 1.31
melanoma NRAS_61 IGF1R Any amplification 324 77 0.01 -0.55 0.55 1013.04 1.00 1190 308 61 16 TRUE 0.01
melanoma NRAS_61 NTRK1 Any amplification 324 132 0.73 0.33 1.11 1461.66 1.00 1162 280 88 44 TRUE 3.54
melanoma NRAS_61 KIT Any amplification 324 94 -0.96 -1.75 -0.12 208.65 1.01 1168 315 85 9 TRUE 1.87
melanoma NRAS_61 KDR Any amplification 324 54 -1.30 -2.47 -0.36 1066.52 1.00 1203 320 50 4 TRUE 1.79
melanoma NRAS_61 NTRK3 Any amplification 324 60 0.25 -0.33 0.79 1209.77 1.00 1205 309 45 15 FALSE 0.45
melanoma NRAS_61 ASXL1 Any amplification 324 76 0.46 -0.04 0.95 1619.54 1.00 1189 302 54 22 TRUE 1.15
melanoma NRAS_61 EP300 Any amplification 324 110 0.06 -0.41 0.53 1209.98 1.00 1157 300 86 24 TRUE 0.10
melanoma NRAS_61 GNAS Any amplification 324 104 0.52 0.07 0.95 1451.08 1.00 1180 293 73 31 TRUE 1.75
melanoma NRAS_61 EGFR Any amplification 324 101 -0.28 -0.88 0.23 1397.33 1.00 1169 307 84 17 TRUE 0.49
melanoma NRAS_61 MET Any amplification 324 147 -0.32 -0.79 0.09 200.36 1.02 1130 300 123 24 TRUE 0.78
melanoma NRAS_61 BRAF Any amplification 324 154 -0.51 -0.98 -0.03 234.53 1.02 1121 302 132 22 TRUE 1.51
melanoma NRAS_61 CARD11 Any amplification 324 126 -0.24 -0.73 0.26 997.76 1.00 1141 302 104 22 FALSE 0.47
melanoma NRAS_61 SOX9 Any amplification 318 81 0.61 0.15 1.06 506.43 1.01 1157 292 55 26 FALSE 1.89
melanoma NRAS_61 MITF Any amplification 324 156 0.33 -0.05 0.67 178.31 1.03 1129 284 116 40 FALSE 1.11
colorectal cancer RAS_12-61 CDKN2B Any amplification 1759 121 0.29 -0.07 0.64 1454.42 1.00 2257 1698 60 61 TRUE 0.94
non-small cell lung cancer RAS_12-61 CDKN2B Any amplification 1949 51 -0.03 -0.61 0.54 1436.64 1.00 4470 1933 35 16 TRUE 0.04
ovarian cancer RAS_12-61 CDKN2B Any amplification 188 75 -1.31 -2.64 -0.31 1509.50 1.00 1362 186 73 2 TRUE 1.63
colorectal cancer KRAS_12-61 CDKN2B Any amplification 1590 121 0.19 -0.18 0.55 1248.94 1.00 2418 1537 68 53 TRUE 0.49
non-small cell lung cancer KRAS_12-61 CDKN2B Any amplification 1891 51 -0.07 -0.70 0.52 1405.23 1.00 4527 1876 36 15 TRUE 0.09
ovarian cancer KRAS_12-61 CDKN2B Any amplification 160 75 -1.17 -2.57 -0.18 1559.75 1.00 1390 158 73 2 TRUE 1.26
colorectal cancer NRAS_12-61 CDKN2B Any amplification 172 121 0.42 -0.35 1.15 1139.75 1.00 3791 164 113 8 TRUE 0.57
colorectal cancer RAS_12 CDKN2B Any amplification 1263 121 0.16 -0.23 0.51 1476.94 1.00 2734 1221 79 42 TRUE 0.38
non-small cell lung cancer RAS_12 CDKN2B Any amplification 1668 51 0.17 -0.43 0.74 1493.29 1.00 4751 1652 35 16 TRUE 0.24
ovarian cancer RAS_12 CDKN2B Any amplification 149 75 -1.07 -2.29 -0.06 1460.95 1.00 1401 147 73 2 TRUE 1.20
colorectal cancer KRAS_12 CDKN2B Any amplification 1209 121 0.14 -0.25 0.52 1517.62 1.00 2786 1169 81 40 TRUE 0.32
non-small cell lung cancer KRAS_12 CDKN2B Any amplification 1660 51 0.09 -0.52 0.67 1337.64 1.00 4758 1645 36 15 TRUE 0.11
ovarian cancer KRAS_12 CDKN2B Any amplification 147 75 -1.07 -2.37 -0.01 1531.10 1.00 1403 145 73 2 TRUE 1.10
colorectal cancer KRAS_12C CDKN2B Any amplification 123 121 0.47 -0.45 1.26 1526.33 1.00 3838 117 115 6 TRUE 0.56
non-small cell lung cancer KRAS_12C CDKN2B Any amplification 821 51 0.34 -0.32 0.99 1467.81 1.00 5591 812 42 9 TRUE 0.48
colorectal cancer RAS_13 CDKN2B Any amplification 342 121 0.40 -0.19 0.97 1479.17 1.00 3628 327 106 15 TRUE 0.78
non-small cell lung cancer RAS_13 CDKN2B Any amplification 145 51 -1.81 -7.39 0.69 1256.18 1.00 6258 145 51 0 TRUE 0.39
colorectal cancer KRAS_13 CDKN2B Any amplification 315 121 0.11 -0.56 0.71 1384.15 1.00 3651 304 110 11 TRUE 0.13
non-small cell lung cancer KRAS_13 CDKN2B Any amplification 134 51 -1.79 -6.96 0.65 1367.67 1.00 6269 134 51 0 TRUE 0.44
colorectal cancer RAS_61 CDKN2B Any amplification 165 121 -0.46 -1.64 0.52 1448.61 1.00 3794 161 117 4 TRUE 0.39
non-small cell lung cancer RAS_61 CDKN2B Any amplification 144 51 -1.78 -6.19 0.56 1254.28 1.00 6259 144 51 0 TRUE 0.51
non-small cell lung cancer KRAS_61 CDKN2B Any amplification 103 51 -4.97 -13.59 0.30 1166.08 1.00 6300 103 51 0 TRUE 0.62
non-small cell lung cancer RAS_12C CDKN2B Any amplification 308 51 0.07 -1.32 1.16 1321.60 1.00 6098 305 48 3 TRUE 0.04
non-small cell lung cancer RAS_12-61 AKT1 Any amplification 1975 177 -1.14 -1.59 -0.71 1414.32 1.00 4391 1953 155 22 TRUE 6.25
ovarian cancer RAS_12-61 AKT1 Any amplification 188 76 -1.02 -2.06 -0.14 1629.40 1.00 1363 184 72 4 TRUE 1.41
uterine cancer RAS_12-61 BMPR1A Any amplification 317 76 0.46 -0.08 0.96 1474.96 1.00 1452 298 57 19 TRUE 1.10
colorectal cancer RAS_12-61 CD274 Any amplification 1728 112 0.15 -0.20 0.51 1478.38 1.00 2220 1675 59 53 FALSE 0.37
non-small cell lung cancer RAS_12-61 CD274 Any amplification 1938 125 -0.03 -0.42 0.35 1495.83 1.00 4383 1900 87 38 FALSE 0.05
ovarian cancer RAS_12-61 CD274 Any amplification 184 63 -1.40 -2.95 -0.30 1448.82 1.00 1344 183 62 1 FALSE 1.40
colorectal cancer RAS_12-61 CD79B Any amplification 1758 92 -0.48 -0.90 -0.08 1452.27 1.00 2253 1729 63 29 FALSE 1.58
cancer of unknown primary RAS_12-61 CD79B Any amplification 307 64 -0.54 -1.21 0.08 1660.51 1.00 1053 299 56 8 FALSE 1.03
non-small cell lung cancer RAS_12-61 CD79B Any amplification 1948 224 0.05 -0.24 0.33 1504.62 1.00 4345 1877 153 71 FALSE 0.13
melanoma RAS_12-61 CD79B Any amplification 423 64 0.42 -0.04 0.91 1454.58 1.00 1107 398 39 25 FALSE 1.10
ovarian cancer RAS_12-61 CD79B Any amplification 188 60 -0.48 -1.28 0.24 1591.61 1.00 1379 184 56 4 FALSE 0.68
bladder cancer RAS_12-61 CD79B Any amplification 130 55 -0.17 -0.88 0.54 1475.82 1.00 1175 125 50 5 FALSE 0.18
colorectal cancer RAS_12-61 CDKN1B Any amplification 1759 149 0.53 0.19 0.85 1403.39 1.00 2252 1675 65 84 TRUE 2.76
cancer of unknown primary RAS_12-61 CDKN1B Any amplification 307 70 0.67 0.16 1.17 1536.30 1.00 1066 282 45 25 TRUE 2.07
non-small cell lung cancer RAS_12-61 CDKN1B Any amplification 1949 196 0.29 -0.01 0.58 1388.54 1.00 4381 1877 124 72 TRUE 1.32
pancreatic cancer RAS_12-61 CDKN1B Any amplification 1591 91 -0.62 -1.05 -0.18 1461.04 1.00 478 1535 35 56 TRUE 2.20
uterine cancer RAS_12-61 CDKN1B Any amplification 318 68 0.01 -0.58 0.59 1459.09 1.00 1471 306 56 12 TRUE 0.02
ovarian cancer RAS_12-61 CDKN1B Any amplification 188 185 -0.03 -0.51 0.42 1419.70 1.00 1271 167 164 21 TRUE 0.05
ovarian cancer RAS_12-61 CDKN2C Any amplification 188 58 -1.06 -2.61 0.03 1564.45 1.00 1380 185 55 3 TRUE 0.98
non-small cell lung cancer RAS_12-61 CHEK2 Any amplification 1949 98 -1.24 -1.91 -0.67 1454.71 1.00 4417 1939 88 10 TRUE 4.03
melanoma RAS_12-61 CHEK2 Any amplification 423 52 -0.05 -0.68 0.60 1562.58 1.00 1115 408 37 15 TRUE 0.05
colorectal cancer RAS_12-61 CRKL Any amplification 1758 54 -1.19 -1.84 -0.61 1324.84 1.00 2272 1748 44 10 FALSE 3.71
non-small cell lung cancer RAS_12-61 CRKL Any amplification 1948 192 -0.60 -0.96 -0.25 1433.86 1.00 4344 1910 154 38 FALSE 3.03
melanoma RAS_12-61 CRKL Any amplification 423 98 -0.28 -0.74 0.17 1368.33 1.00 1071 400 75 23 FALSE 0.60
ovarian cancer RAS_12-61 CRKL Any amplification 188 88 -1.19 -2.19 -0.33 1512.19 1.00 1350 185 85 3 FALSE 1.92
non-small cell lung cancer RAS_12-61 CSF3R Any amplification 1666 80 -1.58 -2.42 -0.86 1368.65 1.00 3610 1659 73 7 FALSE 4.29
ovarian cancer RAS_12-61 CSF3R Any amplification 136 66 -0.92 -2.00 0.07 1496.60 1.00 1017 132 62 4 FALSE 1.07
colorectal cancer RAS_12-61 ETV6 Any amplification 1758 139 0.50 0.15 0.85 1446.38 1.00 2255 1680 61 78 FALSE 2.38
cancer of unknown primary RAS_12-61 ETV6 Any amplification 307 75 0.51 0.02 0.98 1494.36 1.00 1058 283 51 24 FALSE 1.40
non-small cell lung cancer RAS_12-61 ETV6 Any amplification 1948 187 0.27 -0.02 0.55 1382.64 1.00 4379 1880 119 68 FALSE 1.13
pancreatic cancer RAS_12-61 ETV6 Any amplification 1586 90 -0.53 -0.94 -0.07 1264.89 1.00 479 1529 33 57 FALSE 1.71
uterine cancer RAS_12-61 ETV6 Any amplification 318 62 0.11 -0.49 0.68 1223.38 1.00 1476 306 50 12 FALSE 0.14
ovarian cancer RAS_12-61 ETV6 Any amplification 188 176 -0.15 -0.69 0.32 1767.00 1.00 1277 170 158 18 FALSE 0.25
non-small cell lung cancer RAS_12-61 FAM46C Any amplification 1948 62 -1.05 -1.80 -0.38 1259.51 1.00 4443 1941 55 7 FALSE 2.29
melanoma RAS_12-61 FAM46C Any amplification 423 54 1.01 0.48 1.56 1475.01 1.00 1118 395 26 28 FALSE 3.66
ovarian cancer RAS_12-61 FAM46C Any amplification 188 51 0.12 -0.72 0.89 1436.44 1.00 1391 181 44 7 FALSE 0.12
cancer of unknown primary RAS_12-61 FOXA1 Any amplification 228 60 -0.63 -1.33 -0.03 1581.13 1.00 794 221 53 7 FALSE 1.25
non-small cell lung cancer RAS_12-61 FOXA1 Any amplification 1346 321 -0.27 -0.54 -0.01 1480.64 1.00 2925 1265 240 81 FALSE 1.41
non-small cell lung cancer RAS_12-61 H3F3B Any amplification 1262 91 0.34 -0.16 0.64 4.85 1.21 2815 1229 58 33 TRUE 0.93
non-small cell lung cancer RAS_12-61 ID3 Any amplification 1814 61 -1.12 -1.97 -0.40 1471.34 1.00 3986 1806 53 8 FALSE 2.39
colorectal cancer RAS_12-61 IDH2 Any amplification 1767 64 -0.64 -1.15 -0.16 1402.38 1.00 2280 1749 46 18 TRUE 1.91
non-small cell lung cancer RAS_12-61 IDH2 Any amplification 1975 96 -0.20 -0.65 0.23 1648.58 1.00 4476 1949 70 26 TRUE 0.43
melanoma RAS_12-61 IDH2 Any amplification 423 55 0.18 -0.38 0.72 1282.27 1.00 1117 405 37 18 TRUE 0.29
ovarian cancer RAS_12-61 IDH2 Any amplification 188 78 -0.60 -1.42 0.12 1536.38 1.00 1362 183 73 5 TRUE 0.89
colorectal cancer RAS_12-61 KRAS Any amplification 1767 148 0.01 -0.32 0.34 1497.13 1.00 2242 1703 84 64 TRUE 0.03
cancer of unknown primary RAS_12-61 KRAS Any amplification 308 107 0.98 0.56 1.41 1562.48 1.00 1048 264 63 44 TRUE 5.49
non-small cell lung cancer RAS_12-61 KRAS Any amplification 1975 334 0.73 0.52 0.95 1425.25 1.00 4367 1820 179 155 TRUE 9.95
pancreatic cancer RAS_12-61 KRAS Any amplification 1591 135 0.17 -0.22 0.58 1463.17 1.00 483 1486 30 105 TRUE 0.39
uterine cancer RAS_12-61 KRAS Any amplification 318 77 0.23 -0.32 0.76 1494.14 1.00 1466 302 61 16 TRUE 0.39
ovarian cancer RAS_12-61 KRAS Any amplification 188 198 0.17 -0.26 0.59 1538.62 1.00 1263 162 172 26 TRUE 0.38
bladder cancer RAS_12-61 KRAS Any amplification 130 55 0.68 -0.03 1.34 1561.00 1.00 1183 120 45 10 TRUE 1.31
non-small cell lung cancer RAS_12-61 MAPK1 Any amplification 1899 140 -0.76 -1.23 -0.34 1415.78 1.00 4222 1875 116 24 FALSE 3.22
melanoma RAS_12-61 MAPK1 Any amplification 374 80 0.10 -0.41 0.57 1525.24 1.00 931 349 55 25 FALSE 0.16
ovarian cancer RAS_12-61 MAPK1 Any amplification 175 70 -0.89 -1.83 -0.07 1357.46 1.00 1286 172 67 3 FALSE 1.29
colorectal cancer RAS_12-61 MEF2B Any amplification 1758 55 0.01 -0.52 0.53 1429.72 1.00 2286 1733 30 25 FALSE 0.02
non-small cell lung cancer RAS_12-61 MEF2B Any amplification 1948 58 -1.02 -1.79 -0.34 1448.12 1.00 4448 1940 50 8 FALSE 2.22
ovarian cancer RAS_12-61 MEF2B Any amplification 188 123 -1.15 -2.04 -0.38 1430.94 1.00 1317 183 118 5 FALSE 2.17
non-small cell lung cancer RAS_12-61 MPL Any amplification 1974 84 -0.83 -1.44 -0.26 1582.70 1.00 4469 1960 70 14 TRUE 2.30
ovarian cancer RAS_12-61 MPL Any amplification 188 91 -0.93 -1.89 -0.10 1324.91 1.00 1349 183 86 5 TRUE 1.44
non-small cell lung cancer RAS_12-61 MUTYH Any amplification 1948 68 -1.38 -2.19 -0.62 1314.55 1.00 4437 1941 61 7 TRUE 3.21
ovarian cancer RAS_12-61 MUTYH Any amplification 188 61 -1.16 -2.44 -0.15 1594.94 1.00 1377 185 58 3 TRUE 1.31
bladder cancer RAS_12-61 MYD88 Any amplification 130 61 -1.40 -3.16 -0.09 1397.93 1.00 1169 128 59 2 TRUE 1.09
non-small cell lung cancer RAS_12-61 NF2 Any amplification 1949 93 -1.32 -2.02 -0.70 1570.41 1.00 4421 1940 84 9 TRUE 4.23
melanoma RAS_12-61 NF2 Any amplification 423 54 -0.10 -0.75 0.47 1384.59 1.00 1113 408 39 15 TRUE 0.12
ovarian cancer RAS_12-61 NF2 Any amplification 188 60 -0.91 -1.93 -0.03 1411.05 1.00 1378 185 57 3 TRUE 1.18
non-small cell lung cancer RAS_12-61 NFKBIA Any amplification 1864 516 0.01 -0.21 0.22 1467.52 1.00 3849 1705 357 159 FALSE 0.02
ovarian cancer RAS_12-61 NFKBIA Any amplification 176 66 -0.67 -1.72 0.13 1333.76 1.00 1292 172 62 4 FALSE 0.82
non-small cell lung cancer RAS_12-61 NPM1 Any amplification 1974 207 -0.45 -0.79 -0.14 1430.17 1.00 4378 1928 161 46 FALSE 2.11
pancreatic cancer RAS_12-61 NPM1 Any amplification 1586 51 -1.56 -2.08 -1.00 1401.46 1.00 481 1566 31 20 FALSE 7.35
ovarian cancer RAS_12-61 NPM1 Any amplification 188 72 -0.04 -0.82 0.64 1596.97 1.00 1372 179 63 9 FALSE 0.04
melanoma RAS_12-61 NRAS Any amplification 423 52 1.53 0.97 2.12 1481.41 1.00 1135 390 19 33 TRUE 7.08
ovarian cancer RAS_12-61 NRAS Any amplification 188 55 0.64 -0.09 1.27 1498.54 1.00 1390 178 45 10 TRUE 1.17
non-small cell lung cancer RAS_12-61 PHOX2B Any amplification 1898 97 -0.25 -0.73 0.22 1299.35 1.00 4259 1873 72 25 TRUE 0.52
non-small cell lung cancer RAS_12-61 PPM1D Any amplification 1262 78 0.30 -0.15 0.74 1435.33 1.00 2824 1233 49 29 FALSE 0.70
colorectal cancer RAS_12-61 PRDM1 Any amplification 1758 67 -0.13 -0.65 0.37 1490.21 1.00 2277 1730 39 28 FALSE 0.23
non-small cell lung cancer RAS_12-61 PRDM1 Any amplification 1948 69 -1.18 -1.99 -0.52 1309.62 1.00 4436 1941 62 7 FALSE 2.89
colorectal cancer RAS_12-61 PRKAR1A Any amplification 1758 95 -0.58 -1.00 -0.15 1538.80 1.00 2249 1730 67 28 TRUE 2.10
cancer of unknown primary RAS_12-61 PRKAR1A Any amplification 306 73 -0.58 -1.25 0.00 1483.10 1.00 1045 297 64 9 TRUE 1.19
non-small cell lung cancer RAS_12-61 PRKAR1A Any amplification 1948 288 0.12 -0.14 0.37 1504.17 1.00 4306 1852 192 96 TRUE 0.48
melanoma RAS_12-61 PRKAR1A Any amplification 423 79 0.47 0.00 0.91 1449.90 1.00 1096 392 48 31 TRUE 1.35
ovarian cancer RAS_12-61 PRKAR1A Any amplification 188 75 -0.63 -1.47 0.08 1434.14 1.00 1364 184 71 4 TRUE 0.97
bladder cancer RAS_12-61 PRKAR1A Any amplification 130 65 -0.16 -0.93 0.52 1246.53 1.00 1166 124 59 6 TRUE 0.17
non-small cell lung cancer RAS_12-61 RAD51C Any amplification 1397 77 0.23 -0.33 0.69 662.20 1.01 3289 1370 50 27 TRUE 0.47
bladder cancer RAS_12-61 RAF1 Any amplification 130 154 -1.12 -2.01 -0.32 750.07 1.00 1080 124 148 6 TRUE 1.99
colorectal cancer RAS_12-61 RARA Any amplification 1758 141 -0.78 -1.14 -0.41 1377.19 1.00 2212 1721 104 37 FALSE 4.42
cancer of unknown primary RAS_12-61 RARA Any amplification 307 52 -0.15 -0.78 0.41 1419.57 1.00 1068 296 41 11 FALSE 0.20
non-small cell lung cancer RAS_12-61 RARA Any amplification 1948 192 -0.06 -0.37 0.24 1494.19 1.00 4363 1891 135 57 FALSE 0.14
pancreatic cancer RAS_12-61 RARA Any amplification 1586 65 -1.12 -1.61 -0.64 1471.26 1.00 479 1554 33 32 FALSE 5.44
non-small cell lung cancer RAS_12-61 RUNX1 Any amplification 1948 134 -0.23 -0.62 0.14 1546.02 1.00 4399 1913 99 35 TRUE 0.63
ovarian cancer RAS_12-61 RUNX1 Any amplification 188 67 -0.17 -0.97 0.55 1398.96 1.00 1375 181 60 7 TRUE 0.18
non-small cell lung cancer RAS_12-61 SDHAF2 Any amplification 1898 84 -0.33 -0.82 0.08 170.87 1.03 4267 1878 64 20 TRUE 0.92
non-small cell lung cancer RAS_12-61 SDHB Any amplification 1938 65 -1.54 -2.50 -0.71 1369.30 1.00 4411 1932 59 6 FALSE 3.22
non-small cell lung cancer RAS_12-61 SDHD Any amplification 1938 102 -0.65 -1.17 -0.16 1523.38 1.00 4387 1919 83 19 FALSE 1.92
non-small cell lung cancer RAS_12-61 SMARCB1 Any amplification 1975 117 -0.79 -1.24 -0.38 1561.90 1.00 4448 1956 98 19 TRUE 3.24
melanoma RAS_12-61 SMARCB1 Any amplification 423 68 0.03 -0.50 0.54 1460.04 1.00 1106 403 48 20 TRUE 0.04
ovarian cancer RAS_12-61 SMARCB1 Any amplification 188 54 -0.72 -1.70 0.16 1613.36 1.00 1384 185 51 3 TRUE 0.88
colorectal cancer RAS_12-61 SRSF2 Any amplification 1505 92 -0.60 -1.06 -0.17 1316.60 1.00 1955 1479 66 26 FALSE 2.01
cancer of unknown primary RAS_12-61 SRSF2 Any amplification 287 76 -0.45 -1.07 0.11 1627.53 1.00 961 276 65 11 FALSE 0.87
non-small cell lung cancer RAS_12-61 SRSF2 Any amplification 1814 224 0.16 -0.12 0.42 1199.53 1.00 3893 1736 146 78 FALSE 0.57
melanoma RAS_12-61 SRSF2 Any amplification 361 73 0.50 0.05 0.96 1471.71 1.00 885 331 43 30 FALSE 1.48
ovarian cancer RAS_12-61 SRSF2 Any amplification 163 65 -0.51 -1.33 0.24 1449.28 1.00 1211 159 61 4 FALSE 0.72
bladder cancer RAS_12-61 SRSF2 Any amplification 119 53 -0.03 -0.85 0.67 1483.38 1.00 1015 113 47 6 FALSE 0.03
colorectal cancer RAS_12-61 STAT3 Any amplification 1644 96 -0.66 -1.10 -0.22 1622.17 1.00 2086 1618 70 26 FALSE 2.50
non-small cell lung cancer RAS_12-61 STAT3 Any amplification 1855 166 -0.09 -0.43 0.24 1468.39 1.00 4069 1805 116 50 FALSE 0.23
uterine cancer RAS_12-61 SUFU Any amplification 318 73 0.38 -0.19 0.93 1255.23 1.00 1468 301 56 17 TRUE 0.73
colorectal cancer RAS_12-61 SUZ12 Any amplification 1590 107 -0.52 -0.92 -0.13 1479.75 1.00 2071 1557 74 33 FALSE 1.95
non-small cell lung cancer RAS_12-61 SUZ12 Any amplification 1898 172 -0.12 -0.48 0.22 1390.73 1.00 4208 1849 123 49 FALSE 0.33
bladder cancer RAS_12-61 SUZ12 Any amplification 125 61 -0.68 -1.70 0.19 1422.74 1.00 1095 122 58 3 FALSE 0.78
non-small cell lung cancer RAS_12-61 TMPRSS2 Any amplification 1800 86 -0.52 -1.03 0.01 1478.32 1.00 4074 1782 68 18 FALSE 1.25
bladder cancer RAS_12-61 VHL Any amplification 130 97 -1.93 -3.67 -0.64 1338.28 1.00 1130 128 95 2 TRUE 1.77
non-small cell lung cancer RAS_12-61 YAP1 Any amplification 1346 88 -0.20 -0.67 0.29 1220.53 1.00 3100 1323 65 23 FALSE 0.37
colorectal cancer RAS_12-61 ETV4 Any amplification 799 154 -0.26 -0.58 0.05 1626.27 1.00 942 741 96 58 FALSE 0.91
non-small cell lung cancer RAS_12-61 ETV4 Any amplification 869 184 -0.08 -0.41 0.23 1466.98 1.00 1715 813 128 56 FALSE 0.19
pancreatic cancer RAS_12-61 ETV4 Any amplification 434 56 -1.18 -1.75 -0.61 1120.25 1.00 154 411 33 23 FALSE 4.22
melanoma RAS_12-61 ETV4 Any amplification 183 70 0.71 0.20 1.20 1542.40 1.00 423 152 39 31 FALSE 2.22
ovarian cancer RAS_12-61 ETV4 Any amplification 113 70 0.69 0.09 1.25 1332.89 1.00 750 97 54 16 FALSE 1.61
non-small cell lung cancer RAS_12-61 EWSR1 Any amplification 869 92 -1.54 -2.32 -0.88 1429.32 1.00 1759 861 84 8 TRUE 4.52
melanoma RAS_12-61 EWSR1 Any amplification 183 61 0.04 -0.54 0.63 1358.72 1.00 420 164 42 19 TRUE 0.05
bladder cancer RAS_12-61 FANCD2 Any amplification 61 89 -1.97 -3.79 -0.64 1205.45 1.00 468 59 87 2 TRUE 1.76
non-small cell lung cancer RAS_12-61 FANCM Any amplification 317 93 -0.81 -1.42 -0.29 1434.31 1.00 601 300 76 17 TRUE 2.41
colorectal cancer RAS_12-61 KAT6A Any amplification 462 157 -0.10 -0.46 0.22 1398.88 1.00 472 396 91 66 FALSE 0.26
non-small cell lung cancer RAS_12-61 KAT6A Any amplification 317 99 0.11 -0.33 0.51 1476.92 1.00 613 282 64 35 FALSE 0.20
non-small cell lung cancer RAS_12-61 MYCL Any amplification 1949 130 -1.26 -1.83 -0.78 1513.87 1.00 4390 1934 115 15 FALSE 5.82
uterine cancer RAS_12-61 MYCL Any amplification 318 51 -1.53 -2.61 -0.60 1671.23 1.00 1476 316 49 2 FALSE 2.54
ovarian cancer RAS_12-61 MYCL Any amplification 188 140 -1.21 -2.02 -0.49 1410.91 1.00 1301 182 134 6 FALSE 2.72
bladder cancer RAS_12-61 MYCL Any amplification 130 86 -1.26 -2.23 -0.38 1325.66 1.00 1145 127 83 3 FALSE 2.02
non-small cell lung cancer RAS_12-61 XRCC3 Any amplification 317 74 -1.33 -2.07 -0.62 1385.68 1.00 612 308 65 9 FALSE 3.56
uterine cancer RAS_12-61 FAS Any amplification 143 71 0.35 -0.22 0.91 1441.49 1.00 577 126 54 17 FALSE 0.64
colorectal cancer RAS_12-61 GATA4 Any amplification 769 58 -0.03 -0.52 0.48 1280.23 1.00 968 744 33 25 FALSE 0.05
non-small cell lung cancer RAS_12-61 GATA4 Any amplification 859 67 0.09 -0.40 0.57 1423.96 1.00 1772 835 43 24 FALSE 0.15
uterine cancer RAS_12-61 GATA4 Any amplification 143 52 -0.33 -1.14 0.35 1653.50 1.00 581 136 45 7 FALSE 0.41
colorectal cancer RAS_12-61 GATA6 Any amplification 769 78 0.04 -0.37 0.48 1612.64 1.00 958 734 43 35 FALSE 0.08
cancer of unknown primary RAS_12-61 GATA6 Any amplification 133 65 0.46 -0.16 0.98 1378.41 1.00 459 114 46 19 FALSE 0.97
non-small cell lung cancer RAS_12-61 GATA6 Any amplification 859 63 -0.06 -0.56 0.43 1365.68 1.00 1772 839 43 20 FALSE 0.08
pancreatic cancer RAS_12-61 GATA6 Any amplification 428 119 0.20 -0.23 0.64 1475.53 1.00 150 342 33 86 FALSE 0.44
ovarian cancer RAS_12-61 GATA6 Any amplification 109 76 -0.34 -1.10 0.38 1527.22 1.00 706 102 69 7 FALSE 0.43
colorectal cancer RAS_12-61 PDCD1LG2 Any amplification 1261 109 0.14 -0.23 0.55 1465.62 1.00 1584 1209 57 52 FALSE 0.34
non-small cell lung cancer RAS_12-61 PDCD1LG2 Any amplification 1417 115 -0.02 -0.42 0.39 1629.74 1.00 3080 1381 79 36 FALSE 0.03
ovarian cancer RAS_12-61 PDCD1LG2 Any amplification 154 61 -1.39 -3.08 -0.25 1634.46 1.00 1130 153 60 1 FALSE 1.32
bladder cancer RAS_12-61 PPARG Any amplification 79 123 -0.87 -1.80 -0.06 652.81 1.00 629 73 117 6 FALSE 1.27
colorectal cancer RAS_12-61 BCL2L12 Any amplification 631 99 0.01 -0.40 0.39 1461.89 1.00 810 589 57 42 FALSE 0.02
cancer of unknown primary RAS_12-61 BCL2L12 Any amplification 121 53 0.72 0.13 1.29 1363.36 1.00 432 102 34 19 FALSE 1.75
non-small cell lung cancer RAS_12-61 BCL2L12 Any amplification 819 119 -0.26 -0.65 0.14 1509.96 1.00 1590 786 86 33 FALSE 0.69
pancreatic cancer RAS_12-61 BCL2L12 Any amplification 377 55 -0.33 -0.88 0.23 1455.96 1.00 134 343 21 34 FALSE 0.61
ovarian cancer RAS_12-61 BCL2L12 Any amplification 100 65 -0.32 -1.17 0.40 1423.09 1.00 663 94 59 6 FALSE 0.37
colorectal cancer RAS_12-61 CIITA Any amplification 631 78 -0.16 -0.63 0.29 1191.70 1.00 821 599 46 32 FALSE 0.29
non-small cell lung cancer RAS_12-61 CIITA Any amplification 819 213 -0.91 -1.28 -0.56 1575.53 1.00 1499 783 177 36 FALSE 6.23
non-small cell lung cancer RAS_12-61 PRAME Any amplification 552 78 -0.84 -1.45 -0.27 1415.46 1.00 1102 538 64 14 FALSE 2.20
non-small cell lung cancer RAS_12-61 PRF1 Any amplification 819 82 0.22 -0.20 0.66 1492.93 1.00 1625 788 51 31 FALSE 0.50
uterine cancer RAS_12-61 PRF1 Any amplification 138 83 0.26 -0.31 0.78 1287.55 1.00 537 120 65 18 FALSE 0.45
ovarian cancer RAS_12-61 PRF1 Any amplification 100 51 0.85 0.19 1.49 1374.37 1.00 684 87 38 13 FALSE 2.08
ovarian cancer RAS_12-61 PRKCZ Any amplification 71 53 -2.46 -5.14 -0.70 1275.44 1.00 454 70 52 1 FALSE 1.53
uterine cancer RAS_12-61 SMC3 Any amplification 138 79 0.21 -0.35 0.70 83.62 1.03 545 121 62 17 FALSE 0.39
colorectal cancer RAS_12-61 WRN Any amplification 631 65 0.20 -0.30 0.66 1494.92 1.00 833 600 34 31 TRUE 0.38
non-small cell lung cancer RAS_12-61 WRN Any amplification 819 68 -0.17 -0.68 0.33 1454.05 1.00 1628 799 48 20 TRUE 0.29
uterine cancer RAS_12-61 WRN Any amplification 138 55 -0.51 -1.31 0.20 1480.68 1.00 553 132 49 6 TRUE 0.73
ovarian cancer RAS_12-61 WRN Any amplification 100 60 0.49 -0.13 1.12 1515.68 1.00 674 88 48 12 TRUE 0.87
bladder cancer RAS_12-61 XPC Any amplification 56 90 -1.54 -2.96 -0.44 1448.77 1.00 393 53 87 3 TRUE 1.82
ovarian cancer RAS_12-61 SS18 Any amplification 73 54 -0.88 -2.31 0.00 21.76 1.16 478 70 51 3 FALSE 0.79
non-small cell lung cancer RAS_12-61 BCL11B Any amplification 267 58 -2.15 -3.32 -1.23 1273.96 1.00 456 263 54 4 FALSE 4.34
colorectal cancer RAS_12-61 MCM8 Any amplification 294 237 -0.27 -0.60 0.05 1507.62 1.00 246 203 146 91 FALSE 0.98
cancer of unknown primary RAS_12-61 MCM8 Any amplification 55 54 -0.85 -1.76 -0.07 1587.06 1.00 203 50 49 5 FALSE 1.33
non-small cell lung cancer RAS_12-61 MCM8 Any amplification 267 69 -0.56 -1.12 -0.04 1257.07 1.00 458 250 52 17 FALSE 1.37
non-small cell lung cancer RAS_12-61 MLH3 Any amplification 267 51 -1.48 -2.48 -0.66 1277.90 1.00 465 261 45 6 FALSE 2.97
non-small cell lung cancer RAS_12-61 MTA1 Any amplification 267 79 -1.44 -2.11 -0.79 1326.51 1.00 441 257 69 10 FALSE 4.87
colorectal cancer RAS_12-61 MTAP Any amplification 350 54 0.27 -0.29 0.83 986.76 1.00 419 323 27 27 FALSE 0.45
colorectal cancer RAS_12-61 POLB Any amplification 294 143 -0.04 -0.39 0.31 1462.67 1.00 308 235 84 59 FALSE 0.08
non-small cell lung cancer RAS_12-61 POLB Any amplification 267 88 0.05 -0.40 0.49 1452.63 1.00 454 235 56 32 FALSE 0.08
non-small cell lung cancer RAS_12-61 RHBDF2 Any amplification 267 86 0.12 -0.34 0.60 567.93 1.00 456 235 54 32 FALSE 0.20
non-small cell lung cancer RAS_12-61 SERPINA1 Any amplification 267 59 -2.21 -3.43 -1.19 674.11 1.00 455 263 55 4 FALSE 4.13
non-small cell lung cancer RAS_12-61 SLC34A2 Any amplification 267 69 0.26 -0.23 0.78 69.91 1.05 469 239 41 28 FALSE 0.47
non-small cell lung cancer RAS_12-61 TLX3 Any amplification 267 67 -0.78 -1.40 -0.19 1224.34 1.00 457 253 53 14 FALSE 1.99
non-small cell lung cancer RAS_12-61 TRAF3 Any amplification 267 72 -1.58 -2.43 -0.86 1413.38 1.00 446 259 64 8 FALSE 4.14
non-small cell lung cancer RAS_12-61 TRIM37 Any amplification 267 76 -0.09 -0.43 0.50 3.11 1.38 461 240 49 27 FALSE 0.13
non-small cell lung cancer RAS_12-61 UIMC1 Any amplification 284 66 -0.67 -1.33 -0.09 1235.39 1.00 522 270 52 14 FALSE 1.51
non-small cell lung cancer RAS_12-61 MRE11A Any amplification 1397 55 -0.22 -0.87 0.33 820.82 1.00 3298 1383 41 14 FALSE 0.32
colorectal cancer RAS_12-61 WHSC1L1 Any amplification 842 140 -0.40 -0.73 -0.08 1424.02 1.00 995 793 91 49 FALSE 1.74
cancer of unknown primary RAS_12-61 WHSC1L1 Any amplification 186 53 -0.60 -1.29 0.02 1212.93 1.00 663 179 46 7 FALSE 1.15
non-small cell lung cancer RAS_12-61 WHSC1L1 Any amplification 842 108 -0.69 -1.17 -0.24 1512.54 1.00 1830 822 88 20 FALSE 2.45
colorectal cancer RAS_12-61 CDK8 Any amplification 1421 453 0.15 -0.04 0.34 1341.74 1.00 1600 1209 241 212 FALSE 0.87
colorectal cancer RAS_12-61 FANCC Any amplification 1758 71 0.19 -0.24 0.68 1354.14 1.00 2279 1724 37 34 TRUE 0.38
colorectal cancer RAS_12-61 HRAS Any amplification 1767 62 -0.07 -0.53 0.40 1601.20 1.00 2290 1741 36 26 TRUE 0.11
non-small cell lung cancer RAS_12-61 HRAS Any amplification 1975 77 -0.16 -0.64 0.30 1509.90 1.00 4490 1954 56 21 TRUE 0.31
colorectal cancer RAS_12-61 LMO1 Any amplification 1758 51 0.01 -0.49 0.51 1387.21 1.00 2288 1735 28 23 FALSE 0.02
non-small cell lung cancer RAS_12-61 LMO1 Any amplification 1948 67 -0.27 -0.81 0.20 1451.83 1.00 4447 1932 51 16 FALSE 0.54
colorectal cancer RAS_12-61 PAX5 Any amplification 1758 118 0.28 -0.10 0.64 1493.17 1.00 2257 1699 59 59 TRUE 0.89
non-small cell lung cancer RAS_12-61 PAX5 Any amplification 1948 93 -0.10 -0.54 0.32 1711.54 1.00 4431 1922 67 26 TRUE 0.18
colorectal cancer RAS_12-61 TNFAIP3 Any amplification 1758 75 -0.02 -0.47 0.42 1441.83 1.00 2274 1725 42 33 TRUE 0.04
non-small cell lung cancer RAS_12-61 TNFAIP3 Any amplification 1948 56 -2.86 -5.18 -1.43 1245.68 1.00 4443 1947 55 1 TRUE 2.59
colorectal cancer RAS_12-61 CDKN1C Any amplification 631 54 -0.06 -0.54 0.42 1350.64 1.00 836 608 31 23 FALSE 0.10
non-small cell lung cancer RAS_12-61 CDKN1C Any amplification 819 73 -0.36 -0.85 0.10 1450.29 1.00 1621 801 55 18 FALSE 0.85
colorectal cancer RAS_12-61 MYB Any amplification 769 89 -0.13 -0.56 0.29 1415.27 1.00 949 732 52 37 FALSE 0.26
non-small cell lung cancer RAS_12-61 MYB Any amplification 859 52 -2.81 -4.85 -1.36 1354.63 1.00 1764 858 51 1 FALSE 2.87
non-small cell lung cancer RAS_12-61 FANCF Any amplification 869 57 -0.62 -1.31 0.00 1285.07 1.00 1798 857 45 12 TRUE 1.19
colorectal cancer RAS_12-61 FANCG Any amplification 799 120 0.17 -0.18 0.51 1397.86 1.00 975 742 63 57 TRUE 0.47
non-small cell lung cancer RAS_12-61 FANCG Any amplification 869 88 -0.12 -0.58 0.29 1478.02 1.00 1781 843 62 26 TRUE 0.24
colorectal cancer RAS_12-61 CYLD Any amplification 1261 124 -0.13 -0.49 0.21 1590.10 1.00 1568 1210 73 51 FALSE 0.33
non-small cell lung cancer RAS_12-61 CYLD Any amplification 1417 108 -0.89 -1.45 -0.40 1364.89 1.00 3067 1401 92 16 FALSE 3.10
colorectal cancer RAS_12-61 XPA Any amplification 631 76 0.11 -0.36 0.55 1260.78 1.00 825 597 42 34 TRUE 0.18
colorectal cancer RAS_12-61 AKT2 Any amplification 1759 145 0.13 -0.18 0.44 1302.11 1.00 2240 1691 77 68 TRUE 0.39
cancer of unknown primary RAS_12-61 AKT2 Any amplification 307 86 0.69 0.22 1.13 1568.33 1.00 1056 276 55 31 TRUE 2.60
non-small cell lung cancer RAS_12-61 AKT2 Any amplification 1949 248 -0.66 -0.99 -0.34 1406.63 1.00 4303 1903 202 46 TRUE 4.19
pancreatic cancer RAS_12-61 AKT2 Any amplification 1591 120 0.39 -0.05 0.85 1501.65 1.00 492 1492 21 99 TRUE 1.03
uterine cancer RAS_12-61 AKT2 Any amplification 318 96 -0.59 -1.24 -0.01 1433.86 1.00 1441 308 86 10 TRUE 1.21
ovarian cancer RAS_12-61 AKT2 Any amplification 188 170 -1.07 -1.77 -0.39 1483.96 1.00 1272 181 163 7 TRUE 2.67
bladder cancer RAS_12-61 AKT2 Any amplification 130 86 -0.41 -1.20 0.31 1600.22 1.00 1148 124 80 6 TRUE 0.53
colorectal cancer RAS_12-61 BCL6 Any amplification 1758 63 0.27 -0.22 0.77 1517.14 1.00 2286 1725 30 33 FALSE 0.55
cancer of unknown primary RAS_12-61 BCL6 Any amplification 307 111 -0.49 -0.99 0.03 1549.28 1.00 1015 290 94 17 FALSE 1.16
non-small cell lung cancer RAS_12-61 BCL6 Any amplification 1948 358 -1.42 -1.79 -1.08 1307.61 1.00 4175 1913 323 35 FALSE 14.68
pancreatic cancer RAS_12-61 BCL6 Any amplification 1586 52 0.37 -0.25 1.03 1368.54 1.00 504 1542 8 44 FALSE 0.57
uterine cancer RAS_12-61 BCL6 Any amplification 318 93 -0.83 -1.58 -0.17 1536.53 1.00 1441 310 85 8 FALSE 1.71
ovarian cancer RAS_12-61 BCL6 Any amplification 188 281 -1.20 -1.80 -0.64 1513.35 1.00 1166 176 269 12 FALSE 4.33
bladder cancer RAS_12-61 BCL6 Any amplification 130 87 -0.64 -1.59 0.16 1389.32 1.00 1143 125 82 5 FALSE 0.81
ovarian cancer RAS_12-61 CALR Any amplification 92 60 -2.45 -5.15 -0.67 1358.62 1.00 707 91 59 1 TRUE 1.44
colorectal cancer RAS_12-61 CCND2 Any amplification 1759 219 0.33 0.06 0.62 1443.63 1.00 2210 1647 107 112 FALSE 1.70
cancer of unknown primary RAS_12-61 CCND2 Any amplification 307 76 0.41 -0.10 0.89 1311.63 1.00 1058 284 53 23 FALSE 1.00
non-small cell lung cancer RAS_12-61 CCND2 Any amplification 1949 170 0.22 -0.10 0.53 1482.34 1.00 4395 1889 110 60 FALSE 0.73
pancreatic cancer RAS_12-61 CCND2 Any amplification 1591 90 -0.84 -1.25 -0.43 1392.36 1.00 474 1540 39 51 FALSE 4.28
ovarian cancer RAS_12-61 CCND2 Any amplification 188 149 -0.43 -1.03 0.13 1493.55 1.00 1298 176 137 12 FALSE 0.82
colorectal cancer RAS_12-61 CCNE1 Any amplification 1759 128 -0.15 -0.52 0.19 1576.90 1.00 2241 1707 76 52 TRUE 0.39
cancer of unknown primary RAS_12-61 CCNE1 Any amplification 308 97 0.10 -0.39 0.60 1466.66 1.00 1038 284 73 24 TRUE 0.16
non-small cell lung cancer RAS_12-61 CCNE1 Any amplification 1949 330 -0.68 -0.97 -0.41 1497.98 1.00 4236 1888 269 61 TRUE 5.61
pancreatic cancer RAS_12-61 CCNE1 Any amplification 1591 93 -0.34 -0.75 0.09 1425.21 1.00 485 1526 28 65 TRUE 0.91
uterine cancer RAS_12-61 CCNE1 Any amplification 318 189 -0.75 -1.26 -0.30 1550.59 1.00 1356 300 171 18 TRUE 2.66
ovarian cancer RAS_12-61 CCNE1 Any amplification 188 347 -1.44 -2.08 -0.90 1475.82 1.00 1100 176 335 12 TRUE 6.07
bladder cancer RAS_12-61 CCNE1 Any amplification 130 110 -1.25 -2.25 -0.36 1516.99 1.00 1121 127 107 3 TRUE 2.02
colorectal cancer RAS_12-61 CDK6 Any amplification 1759 396 -0.16 -0.38 0.04 1533.82 1.00 2078 1602 239 157 TRUE 0.85
cancer of unknown primary RAS_12-61 CDK6 Any amplification 308 124 -0.37 -0.87 0.12 1506.32 1.00 1008 287 103 21 TRUE 0.87
non-small cell lung cancer RAS_12-61 CDK6 Any amplification 1949 416 -0.70 -0.95 -0.46 1471.09 1.00 4165 1873 340 76 TRUE 7.51
pancreatic cancer RAS_12-61 CDK6 Any amplification 1591 94 -1.17 -1.55 -0.77 1374.88 1.00 465 1545 48 46 TRUE 7.97
melanoma RAS_12-61 CDK6 Any amplification 423 126 -0.20 -0.62 0.22 1523.79 1.00 1056 393 96 30 TRUE 0.45
ovarian cancer RAS_12-61 CDK6 Any amplification 188 100 -0.27 -0.96 0.33 1522.28 1.00 1345 178 90 10 TRUE 0.38
bladder cancer RAS_12-61 CDK6 Any amplification 130 59 -0.31 -1.20 0.47 1625.27 1.00 1174 125 54 5 TRUE 0.33
colorectal cancer RAS_12-61 CEBPA Any amplification 1673 175 -0.17 -0.47 0.12 1375.30 1.00 2087 1603 105 70 TRUE 0.56
cancer of unknown primary RAS_12-61 CEBPA Any amplification 300 90 0.15 -0.35 0.61 1618.13 1.00 1005 277 67 23 TRUE 0.26
non-small cell lung cancer RAS_12-61 CEBPA Any amplification 1864 275 -0.74 -1.06 -0.44 1461.41 1.00 3980 1815 226 49 TRUE 5.45
pancreatic cancer RAS_12-61 CEBPA Any amplification 1571 82 -0.21 -0.67 0.24 1441.77 1.00 468 1511 22 60 TRUE 0.44
uterine cancer RAS_12-61 CEBPA Any amplification 305 112 -0.62 -1.21 -0.07 1561.39 1.00 1321 293 100 12 TRUE 1.43
ovarian cancer RAS_12-61 CEBPA Any amplification 176 195 -1.02 -1.68 -0.39 1577.43 1.00 1168 167 186 9 TRUE 2.81
bladder cancer RAS_12-61 CEBPA Any amplification 124 94 -0.72 -1.54 0.00 1398.60 1.00 1045 119 89 5 TRUE 1.14
colorectal cancer RAS_12-61 ERCC4 Any amplification 1728 108 -0.06 -0.44 0.32 1553.71 1.00 2218 1681 61 47 TRUE 0.13
non-small cell lung cancer RAS_12-61 ERCC4 Any amplification 1938 220 -0.71 -1.07 -0.35 1512.93 1.00 4288 1900 182 38 TRUE 4.03
colorectal cancer RAS_12-61 EZH2 Any amplification 1767 374 -0.18 -0.40 0.02 1448.47 1.00 2099 1620 227 147 TRUE 1.01
cancer of unknown primary RAS_12-61 EZH2 Any amplification 307 88 -0.45 -1.00 0.12 1309.53 1.00 1037 293 74 14 TRUE 0.93
non-small cell lung cancer RAS_12-61 EZH2 Any amplification 1975 379 -0.56 -0.82 -0.32 1564.19 1.00 4244 1898 302 77 TRUE 4.80
pancreatic cancer RAS_12-61 EZH2 Any amplification 1591 58 -1.72 -2.26 -1.20 1566.37 1.00 475 1571 38 20 TRUE 9.64
melanoma RAS_12-61 EZH2 Any amplification 423 139 -0.17 -0.58 0.23 1451.87 1.00 1049 389 105 34 TRUE 0.39
ovarian cancer RAS_12-61 EZH2 Any amplification 188 159 -0.74 -1.41 -0.17 1512.68 1.00 1286 178 149 10 TRUE 1.75
bladder cancer RAS_12-61 EZH2 Any amplification 130 60 -0.01 -0.78 0.70 1429.13 1.00 1175 123 53 7 TRUE 0.01
non-small cell lung cancer RAS_12-61 GATA2 Any amplification 1397 79 -0.72 -1.32 -0.15 1413.97 1.00 3274 1383 65 14 TRUE 1.77
ovarian cancer RAS_12-61 GATA2 Any amplification 117 59 -0.94 -2.19 0.02 1394.05 1.00 873 114 56 3 TRUE 1.02
colorectal cancer RAS_12-61 PTPN11 Any amplification 1767 59 0.50 0.03 1.01 1287.41 1.00 2300 1734 26 33 TRUE 1.33
non-small cell lung cancer RAS_12-61 PTPN11 Any amplification 1975 68 0.30 -0.18 0.77 1404.73 1.00 4503 1950 43 25 TRUE 0.66
ovarian cancer RAS_12-61 PTPN11 Any amplification 188 58 0.78 0.15 1.37 1495.30 1.00 1390 175 45 13 TRUE 1.86
colorectal cancer RAS_12-61 RAD52 Any amplification 1421 119 0.43 0.07 0.77 1621.38 1.00 1787 1356 54 65 FALSE 1.78
non-small cell lung cancer RAS_12-61 RAD52 Any amplification 1396 121 0.10 -0.30 0.47 1352.47 1.00 3250 1357 82 39 FALSE 0.23
pancreatic cancer RAS_12-61 RAD52 Any amplification 1399 65 -0.35 -0.86 0.16 1452.49 1.00 407 1354 20 45 FALSE 0.74
ovarian cancer RAS_12-61 RAD52 Any amplification 117 88 -0.56 -1.38 0.19 1493.77 1.00 847 111 82 6 FALSE 0.78
colorectal cancer RAS_12-61 RHEB Any amplification 1441 345 -0.15 -0.37 0.08 1487.19 1.00 1715 1304 208 137 FALSE 0.71
cancer of unknown primary RAS_12-61 RHEB Any amplification 280 81 -0.46 -1.07 0.08 1405.36 1.00 908 267 68 13 FALSE 0.96
non-small cell lung cancer RAS_12-61 RHEB Any amplification 1667 329 -0.55 -0.82 -0.29 1503.41 1.00 3431 1597 259 70 FALSE 4.28
pancreatic cancer RAS_12-61 RHEB Any amplification 1498 55 -1.79 -2.31 -1.27 1435.12 1.00 404 1479 36 19 FALSE 10.49
melanoma RAS_12-61 RHEB Any amplification 345 127 -0.25 -0.68 0.14 1592.94 1.00 815 315 97 30 FALSE 0.62
ovarian cancer RAS_12-61 RHEB Any amplification 136 128 -0.60 -1.29 0.05 1503.84 1.00 960 127 119 9 FALSE 1.11
bladder cancer RAS_12-61 RHEB Any amplification 109 56 0.01 -0.80 0.77 1553.14 1.00 921 102 49 7 FALSE 0.01
colorectal cancer RAS_12-61 SOCS1 Any amplification 1758 100 -0.21 -0.61 0.20 1471.94 1.00 2256 1718 60 40 FALSE 0.51
non-small cell lung cancer RAS_12-61 SOCS1 Any amplification 1948 239 -0.71 -1.05 -0.39 1473.66 1.00 4301 1906 197 42 FALSE 4.87
colorectal cancer RAS_12-61 SOX2 Any amplification 1758 69 0.22 -0.25 0.70 1502.00 1.00 2282 1723 34 35 FALSE 0.47
cancer of unknown primary RAS_12-61 SOX2 Any amplification 307 135 -0.66 -1.16 -0.18 1517.48 1.00 992 289 117 18 FALSE 2.09
non-small cell lung cancer RAS_12-61 SOX2 Any amplification 1948 461 -1.50 -1.83 -1.21 1391.12 1.00 4080 1905 418 43 FALSE 19.88
pancreatic cancer RAS_12-61 SOX2 Any amplification 1586 58 0.37 -0.23 1.04 1396.54 1.00 503 1537 9 49 FALSE 0.60
uterine cancer RAS_12-61 SOX2 Any amplification 318 99 -0.92 -1.64 -0.26 1549.96 1.00 1433 310 91 8 FALSE 2.03
ovarian cancer RAS_12-61 SOX2 Any amplification 188 303 -1.27 -1.92 -0.76 1494.41 1.00 1144 176 291 12 FALSE 4.75
bladder cancer RAS_12-61 SOX2 Any amplification 130 92 -0.72 -1.63 0.09 1554.22 1.00 1138 125 87 5 FALSE 1.00
colorectal cancer RAS_12-61 ETV5 Any amplification 799 64 0.16 -0.32 0.61 1505.62 1.00 1006 767 32 32 TRUE 0.29
cancer of unknown primary RAS_12-61 ETV5 Any amplification 134 111 -0.30 -0.81 0.17 1439.19 1.00 422 115 92 19 TRUE 0.63
non-small cell lung cancer RAS_12-61 ETV5 Any amplification 869 329 -1.43 -1.80 -1.09 1050.36 1.01 1550 833 293 36 TRUE 14.65
pancreatic cancer RAS_12-61 ETV5 Any amplification 434 52 0.65 0.00 1.36 1383.85 1.00 179 390 8 44 TRUE 1.27
melanoma RAS_12-61 ETV5 Any amplification 183 71 0.54 0.01 1.03 1654.69 1.00 420 154 42 29 TRUE 1.41
uterine cancer RAS_12-61 ETV5 Any amplification 144 96 -1.06 -1.81 -0.38 1655.34 1.00 554 137 89 7 TRUE 2.38
ovarian cancer RAS_12-61 ETV5 Any amplification 113 288 -1.39 -1.97 -0.86 1522.15 1.00 528 101 276 12 TRUE 5.73
bladder cancer RAS_12-61 ETV5 Any amplification 61 82 -0.62 -1.57 0.19 1446.99 1.00 475 56 77 5 TRUE 0.82
colorectal cancer RAS_12-61 PRKDC Any amplification 799 446 -0.38 -0.59 -0.16 1679.21 1.00 753 638 285 161 FALSE 3.33
cancer of unknown primary RAS_12-61 PRKDC Any amplification 133 107 -0.09 -0.58 0.36 1389.80 1.00 428 112 86 21 FALSE 0.15
non-small cell lung cancer RAS_12-61 PRKDC Any amplification 869 373 0.34 0.11 0.55 1462.75 1.00 1615 724 228 145 FALSE 2.54
pancreatic cancer RAS_12-61 PRKDC Any amplification 433 62 -0.05 -0.57 0.44 1440.65 1.00 168 390 19 43 FALSE 0.08
melanoma RAS_12-61 PRKDC Any amplification 183 100 0.01 -0.45 0.47 1401.58 1.00 393 154 71 29 FALSE 0.02
uterine cancer RAS_12-61 PRKDC Any amplification 144 109 -0.52 -1.10 0.04 1380.59 1.00 545 131 96 13 FALSE 1.16
ovarian cancer RAS_12-61 PRKDC Any amplification 113 199 -0.23 -0.74 0.23 1406.49 1.00 626 92 178 21 FALSE 0.47
bladder cancer RAS_12-61 PRKDC Any amplification 61 93 0.29 -0.35 0.88 1622.49 1.00 472 48 80 13 FALSE 0.45
colorectal cancer RAS_12-61 PRKCI Any amplification 1261 85 0.17 -0.26 0.58 1427.04 1.00 1598 1219 43 42 FALSE 0.36
cancer of unknown primary RAS_12-61 PRKCI Any amplification 261 131 -0.61 -1.15 -0.11 1444.13 1.00 842 243 113 18 FALSE 1.71
non-small cell lung cancer RAS_12-61 PRKCI Any amplification 1417 440 -1.23 -1.53 -0.94 1433.87 1.00 2774 1362 385 55 FALSE 16.11
pancreatic cancer RAS_12-61 PRKCI Any amplification 1121 72 0.41 -0.13 1.03 1394.55 1.00 346 1060 11 61 FALSE 0.77
uterine cancer RAS_12-61 PRKCI Any amplification 263 123 -1.20 -1.92 -0.59 1241.07 1.00 1073 255 115 8 FALSE 3.27
ovarian cancer RAS_12-61 PRKCI Any amplification 154 391 -1.28 -1.78 -0.80 1479.76 1.00 816 137 374 17 FALSE 6.26
bladder cancer RAS_12-61 PRKCI Any amplification 89 86 -0.68 -1.57 0.11 1319.18 1.00 757 84 81 5 FALSE 0.94
colorectal cancer RAS_12-61 CBLB Any amplification 631 52 0.25 -0.28 0.78 1397.04 1.00 842 604 25 27 FALSE 0.44
non-small cell lung cancer RAS_12-61 CBLB Any amplification 819 174 -1.27 -1.76 -0.83 1517.39 1.00 1524 797 152 22 FALSE 7.39
ovarian cancer RAS_12-61 CBLB Any amplification 100 121 -0.80 -1.51 -0.12 1503.38 1.00 609 92 113 8 FALSE 1.64
bladder cancer RAS_12-61 CBLB Any amplification 56 58 -1.17 -2.46 -0.18 1552.98 1.00 424 54 56 2 FALSE 1.33
non-small cell lung cancer RAS_12-61 CDK1 Any amplification 552 53 0.06 -0.54 0.59 1288.42 1.00 1131 534 35 18 FALSE 0.09
uterine cancer RAS_12-61 CDK1 Any amplification 94 65 0.40 -0.20 1.00 1544.16 1.00 362 78 49 16 FALSE 0.74
ovarian cancer RAS_12-61 CDK1 Any amplification 71 53 0.34 -0.39 1.02 1499.88 1.00 462 62 44 9 FALSE 0.46
colorectal cancer RAS_12-61 CRTC1 Any amplification 631 64 0.00 -0.50 0.51 1534.96 1.00 831 603 36 28 FALSE 0.00
non-small cell lung cancer RAS_12-61 CRTC1 Any amplification 819 51 -1.28 -2.12 -0.58 1552.65 1.00 1631 813 45 6 FALSE 2.95
ovarian cancer RAS_12-61 CRTC1 Any amplification 100 137 -0.93 -1.64 -0.26 1320.86 1.00 593 92 129 8 FALSE 1.96
colorectal cancer RAS_12-61 CUX1 Any amplification 631 373 -0.17 -0.40 0.06 1182.47 1.00 640 485 227 146 FALSE 0.82
cancer of unknown primary RAS_12-61 CUX1 Any amplification 121 100 -0.17 -0.68 0.31 1634.17 1.00 387 102 81 19 FALSE 0.29
non-small cell lung cancer RAS_12-61 CUX1 Any amplification 819 378 -0.74 -1.01 -0.47 1424.39 1.00 1375 742 301 77 FALSE 7.54
pancreatic cancer RAS_12-61 CUX1 Any amplification 377 68 -1.42 -1.92 -0.94 1531.44 1.00 113 351 42 26 FALSE 7.45
melanoma RAS_12-61 CUX1 Any amplification 134 103 -0.38 -0.86 0.10 1509.21 1.00 221 108 77 26 FALSE 0.92
uterine cancer RAS_12-61 CUX1 Any amplification 138 51 -0.20 -0.95 0.48 1375.23 1.00 565 129 42 9 FALSE 0.24
ovarian cancer RAS_12-61 CUX1 Any amplification 100 100 -0.35 -1.00 0.25 1195.98 1.00 632 90 90 10 FALSE 0.56
bladder cancer RAS_12-61 CUX1 Any amplification 56 59 -0.41 -1.28 0.40 1269.44 1.00 426 51 54 5 FALSE 0.48
colorectal cancer RAS_12-61 DDB2 Any amplification 631 52 -0.33 -0.86 0.18 1263.64 1.00 834 612 33 19 TRUE 0.69
non-small cell lung cancer RAS_12-61 DDB2 Any amplification 819 86 -0.46 -0.92 -0.05 1320.09 1.00 1610 799 66 20 TRUE 1.39
non-small cell lung cancer RAS_12-61 EXT2 Any amplification 819 85 -0.87 -1.45 -0.33 788.36 1.00 1606 804 70 15 TRUE 2.59
colorectal cancer RAS_12-61 LMO2 Any amplification 631 52 0.00 -0.53 0.56 1681.16 1.00 839 607 28 24 FALSE 0.00
non-small cell lung cancer RAS_12-61 LMO2 Any amplification 819 78 -0.69 -1.27 -0.16 1506.98 1.00 1612 805 64 14 FALSE 1.71
colorectal cancer RAS_12-61 LMO3 Any amplification 337 52 0.56 0.03 1.11 1514.92 1.00 452 308 23 29 FALSE 1.37
non-small cell lung cancer RAS_12-61 LMO3 Any amplification 552 132 0.50 0.15 0.86 1552.29 1.00 1091 495 75 57 FALSE 2.21
ovarian cancer RAS_12-61 LMO3 Any amplification 71 88 -0.06 -0.77 0.56 1528.75 1.00 428 61 78 10 FALSE 0.07
colorectal cancer RAS_12-61 MECOM Any amplification 687 74 0.32 -0.15 0.78 1294.73 1.00 886 648 35 39 FALSE 0.76
cancer of unknown primary RAS_12-61 MECOM Any amplification 124 122 -0.53 -1.07 -0.02 1550.87 1.00 369 106 104 18 FALSE 1.30
non-small cell lung cancer RAS_12-61 MECOM Any amplification 836 421 -1.29 -1.59 -1.01 1475.44 1.00 1375 780 365 56 FALSE 16.84
pancreatic cancer RAS_12-61 MECOM Any amplification 385 68 0.67 0.10 1.27 1377.42 1.00 150 328 11 57 FALSE 1.56
uterine cancer RAS_12-61 MECOM Any amplification 140 142 -0.97 -1.57 -0.41 1423.83 1.00 476 127 129 13 FALSE 2.78
ovarian cancer RAS_12-61 MECOM Any amplification 104 381 -1.52 -2.07 -1.02 1337.69 1.00 363 86 363 18 FALSE 8.13
bladder cancer RAS_12-61 MECOM Any amplification 56 94 -0.84 -1.79 -0.05 1354.75 1.00 405 51 89 5 FALSE 1.24
colorectal cancer RAS_12-61 MYBL1 Any amplification 631 469 -0.28 -0.50 -0.05 1119.58 1.00 573 456 294 175 FALSE 1.82
cancer of unknown primary RAS_12-61 MYBL1 Any amplification 121 119 -0.13 -0.62 0.32 1540.79 1.00 370 98 96 23 FALSE 0.22
non-small cell lung cancer RAS_12-61 MYBL1 Any amplification 819 406 0.43 0.20 0.65 1453.69 1.00 1438 651 238 168 FALSE 3.88
pancreatic cancer RAS_12-61 MYBL1 Any amplification 377 68 -0.09 -0.58 0.42 1578.53 1.00 134 330 21 47 FALSE 0.15
melanoma RAS_12-61 MYBL1 Any amplification 134 126 -0.19 -0.65 0.23 1520.36 1.00 207 99 91 35 FALSE 0.41
uterine cancer RAS_12-61 MYBL1 Any amplification 138 120 -0.65 -1.21 -0.13 1603.48 1.00 495 125 107 13 FALSE 1.68
ovarian cancer RAS_12-61 MYBL1 Any amplification 100 223 -0.20 -0.68 0.27 1251.33 1.00 523 76 199 24 FALSE 0.40
bladder cancer RAS_12-61 MYBL1 Any amplification 56 97 0.47 -0.12 1.05 1433.00 1.00 399 40 81 16 FALSE 0.91
colorectal cancer RAS_12-61 NFKBIZ Any amplification 631 80 0.21 -0.25 0.65 1486.88 1.00 827 591 40 40 FALSE 0.45
non-small cell lung cancer RAS_12-61 NFKBIZ Any amplification 819 198 -0.97 -1.38 -0.60 1556.06 1.00 1510 787 166 32 FALSE 6.23
ovarian cancer RAS_12-61 NFKBIZ Any amplification 100 118 -0.72 -1.43 -0.09 1426.78 1.00 612 92 110 8 FALSE 1.37
bladder cancer RAS_12-61 NFKBIZ Any amplification 56 55 -1.05 -2.23 -0.10 1528.50 1.00 427 54 53 2 FALSE 1.26
colorectal cancer RAS_12-61 RBL2 Any amplification 337 64 -0.10 -0.62 0.41 1440.58 1.00 437 311 38 26 FALSE 0.15
non-small cell lung cancer RAS_12-61 RBL2 Any amplification 552 55 -0.95 -1.73 -0.30 1536.61 1.00 1119 544 47 8 FALSE 2.03
colorectal cancer RAS_12-61 RHPN2 Any amplification 337 71 -0.22 -0.71 0.31 1740.99 1.00 432 309 43 28 FALSE 0.41
non-small cell lung cancer RAS_12-61 RHPN2 Any amplification 552 146 -0.94 -1.42 -0.53 1317.48 1.00 1044 528 122 24 FALSE 4.71
uterine cancer RAS_12-61 RHPN2 Any amplification 94 63 -0.87 -1.65 -0.15 1516.34 1.00 354 88 57 6 FALSE 1.67
ovarian cancer RAS_12-61 RHPN2 Any amplification 71 133 -1.04 -1.74 -0.40 1623.02 1.00 380 64 126 7 FALSE 2.63
colorectal cancer RAS_12-61 SBDS Any amplification 631 370 -0.18 -0.42 0.06 1479.95 1.00 641 487 226 144 TRUE 0.87
cancer of unknown primary RAS_12-61 SBDS Any amplification 121 94 -0.44 -1.01 0.13 1420.59 1.00 389 106 79 15 TRUE 0.88
non-small cell lung cancer RAS_12-61 SBDS Any amplification 819 346 -0.69 -0.98 -0.41 1432.89 1.00 1403 746 273 73 TRUE 5.96
pancreatic cancer RAS_12-61 SBDS Any amplification 377 61 -1.43 -1.96 -0.94 1470.22 1.00 117 354 38 23 TRUE 7.04
melanoma RAS_12-61 SBDS Any amplification 134 95 -0.59 -1.12 -0.09 1088.55 1.00 224 113 74 21 TRUE 1.58
ovarian cancer RAS_12-61 SBDS Any amplification 100 75 -0.34 -1.07 0.36 1394.65 1.00 655 92 67 8 TRUE 0.46
non-small cell lung cancer RAS_12-61 STAG1 Any amplification 552 177 -1.26 -1.71 -0.82 1614.98 1.00 1012 529 154 23 FALSE 7.43
ovarian cancer RAS_12-61 STAG1 Any amplification 71 140 -0.95 -1.72 -0.26 1511.27 1.00 375 62 131 9 FALSE 2.02
colorectal cancer RAS_12-61 STAT6 Any amplification 631 68 0.51 0.00 0.98 1532.04 1.00 837 593 30 38 FALSE 1.37
cancer of unknown primary RAS_12-61 STAT6 Any amplification 122 55 0.71 0.12 1.28 1392.07 1.00 432 103 36 19 FALSE 1.76
non-small cell lung cancer RAS_12-61 STAT6 Any amplification 819 124 -0.04 -0.43 0.35 1512.79 1.00 1592 779 84 40 FALSE 0.07
pancreatic cancer RAS_12-61 STAT6 Any amplification 377 54 -1.00 -1.58 -0.43 1649.72 1.00 126 352 29 25 FALSE 3.22
ovarian cancer RAS_12-61 STAT6 Any amplification 100 77 0.62 0.04 1.18 1433.66 1.00 661 84 61 16 FALSE 1.51
ovarian cancer RAS_12-61 ZNF708 Any amplification 71 52 -1.57 -3.36 -0.29 1391.11 1.00 456 69 50 2 FALSE 1.29
non-small cell lung cancer RAS_12-61 KCNIP1 Any amplification 404 88 -0.45 -0.95 0.03 954.45 1.00 744 382 66 22 FALSE 1.13
colorectal cancer RAS_12-61 SLITRK6 Any amplification 272 299 0.11 -0.22 0.43 1252.25 1.00 207 142 169 130 FALSE 0.29
non-small cell lung cancer RAS_12-61 SQSTM1 Any amplification 404 95 -0.48 -0.98 -0.04 185.93 1.01 738 381 72 23 FALSE 1.27
ovarian cancer RAS_12-61 BABAM1 Any amplification 74 57 -2.41 -5.02 -0.68 1571.15 1.00 575 73 56 1 FALSE 1.47
colorectal cancer RAS_12-61 LIG4 Any amplification 294 315 0.29 -0.02 0.60 1215.93 1.00 224 147 168 147 FALSE 1.15
non-small cell lung cancer RAS_12-61 MBD4 Any amplification 267 72 -1.07 -1.75 -0.44 1623.15 1.00 450 255 60 12 FALSE 2.73
non-small cell lung cancer RAS_12-61 POLQ Any amplification 267 69 -1.01 -1.67 -0.42 1465.44 1.00 453 255 57 12 FALSE 2.58
non-small cell lung cancer RAS_12-61 TOPBP1 Any amplification 267 77 -1.05 -1.71 -0.46 1229.73 1.00 446 254 64 13 FALSE 3.00
colorectal cancer RAS_12-61 FANCE Any amplification 799 75 -0.47 -0.92 -0.02 1654.26 1.00 988 774 50 25 FALSE 1.38
non-small cell lung cancer RAS_12-61 FANCE Any amplification 869 143 -0.52 -0.94 -0.14 1612.00 1.00 1732 837 111 32 FALSE 1.98
melanoma RAS_12-61 FANCE Any amplification 183 139 0.41 0.05 0.81 1411.54 1.00 373 133 89 50 FALSE 1.49
ovarian cancer RAS_12-61 FANCE Any amplification 113 88 -0.79 -1.64 -0.03 1603.16 1.00 721 108 83 5 FALSE 1.28
colorectal cancer RAS_12-61 PMS2 Any amplification 1759 512 -0.36 -0.55 -0.17 1477.57 1.00 1987 1577 330 182 TRUE 3.56
cancer of unknown primary RAS_12-61 PMS2 Any amplification 307 117 -0.03 -0.50 0.42 1569.51 1.00 1019 282 92 25 TRUE 0.05
non-small cell lung cancer RAS_12-61 PMS2 Any amplification 1949 576 -0.54 -0.75 -0.33 1371.44 1.00 4049 1829 456 120 TRUE 6.20
pancreatic cancer RAS_12-61 PMS2 Any amplification 1591 88 -0.93 -1.34 -0.51 1561.46 1.00 473 1543 40 48 TRUE 5.00
melanoma RAS_12-61 PMS2 Any amplification 423 132 0.08 -0.30 0.46 1382.16 1.00 1055 385 94 38 TRUE 0.17
ovarian cancer RAS_12-61 PMS2 Any amplification 188 54 0.12 -0.63 0.80 1570.13 1.00 1389 180 46 8 TRUE 0.13
bladder cancer RAS_12-61 PMS2 Any amplification 130 61 -0.12 -0.97 0.61 1497.92 1.00 1173 124 55 6 TRUE 0.11
colorectal cancer RAS_12-61 RAD51D Any amplification 1422 53 -0.34 -0.91 0.22 1338.25 1.00 1808 1403 34 19 FALSE 0.65
colorectal cancer RAS_12-61 FUS Any amplification 631 135 -0.31 -0.67 0.06 1385.29 1.00 782 581 85 50 FALSE 1.05
non-small cell lung cancer RAS_12-61 FUS Any amplification 819 208 -0.75 -1.09 -0.43 1510.56 1.00 1507 780 169 39 FALSE 4.64
colorectal cancer RAS_12-61 IKZF3 Any amplification 393 66 -0.72 -1.24 -0.24 1221.96 1.00 480 376 49 17 FALSE 2.22
non-small cell lung cancer RAS_12-61 IKZF3 Any amplification 569 142 -0.40 -0.77 -0.02 1481.05 1.00 1124 533 106 36 FALSE 1.44
non-small cell lung cancer KRAS_12-61 AKT1 Any amplification 1916 177 -1.17 -1.62 -0.74 1601.29 1.00 4449 1895 156 21 TRUE 6.50
ovarian cancer KRAS_12-61 AKT1 Any amplification 160 76 -1.13 -2.31 -0.17 1503.58 1.00 1390 157 73 3 TRUE 1.39
uterine cancer KRAS_12-61 BMPR1A Any amplification 280 76 0.56 0.01 1.09 1196.57 1.00 1488 262 58 18 TRUE 1.39
non-small cell lung cancer KRAS_12-61 CBL Any amplification 1891 118 -0.52 -1.08 -0.01 27.39 1.11 4468 1868 95 23 TRUE 1.14
colorectal cancer KRAS_12-61 CD274 Any amplification 1563 112 -0.01 -0.40 0.34 1477.05 1.00 2376 1519 68 44 FALSE 0.03
non-small cell lung cancer KRAS_12-61 CD274 Any amplification 1882 125 -0.09 -0.47 0.29 1178.98 1.00 4436 1847 90 35 FALSE 0.20
ovarian cancer KRAS_12-61 CD274 Any amplification 157 63 -1.27 -2.80 -0.16 1523.01 1.00 1371 156 62 1 FALSE 1.25
colorectal cancer KRAS_12-61 CD79B Any amplification 1589 92 -0.49 -0.89 -0.08 1427.30 1.00 2419 1563 66 26 FALSE 1.76
cancer of unknown primary KRAS_12-61 CD79B Any amplification 277 64 -0.50 -1.21 0.16 1447.49 1.00 1083 269 56 8 FALSE 0.82
non-small cell lung cancer KRAS_12-61 CD79B Any amplification 1891 224 0.04 -0.24 0.31 1455.06 1.00 4400 1822 155 69 FALSE 0.13
ovarian cancer KRAS_12-61 CD79B Any amplification 160 60 -0.44 -1.28 0.30 1452.50 1.00 1407 156 56 4 FALSE 0.55
colorectal cancer KRAS_12-61 CDKN1B Any amplification 1590 149 0.57 0.26 0.88 1322.65 1.00 2416 1511 70 79 TRUE 3.24
cancer of unknown primary KRAS_12-61 CDKN1B Any amplification 277 70 0.75 0.25 1.23 1505.12 1.00 1095 253 46 24 TRUE 2.54
non-small cell lung cancer KRAS_12-61 CDKN1B Any amplification 1891 196 0.29 -0.01 0.59 1551.93 1.00 4437 1821 126 70 TRUE 1.20
pancreatic cancer KRAS_12-61 CDKN1B Any amplification 1578 91 -0.58 -1.00 -0.14 1399.58 1.00 491 1522 35 56 TRUE 2.11
uterine cancer KRAS_12-61 CDKN1B Any amplification 280 68 0.05 -0.58 0.66 1410.18 1.00 1508 269 57 11 TRUE 0.05
ovarian cancer KRAS_12-61 CDKN1B Any amplification 160 185 0.17 -0.32 0.66 1526.10 1.00 1299 139 164 21 TRUE 0.30
ovarian cancer KRAS_12-61 CDKN2C Any amplification 160 58 -0.88 -2.32 0.22 817.30 1.00 1408 157 55 3 TRUE 0.75
non-small cell lung cancer KRAS_12-61 CHEK2 Any amplification 1891 98 -1.76 -2.58 -1.02 1055.35 1.00 4472 1884 91 7 TRUE 4.74
colorectal cancer KRAS_12-61 CRKL Any amplification 1589 54 -1.20 -1.92 -0.55 1568.66 1.00 2440 1580 45 9 FALSE 3.37
non-small cell lung cancer KRAS_12-61 CRKL Any amplification 1891 192 -0.71 -1.09 -0.37 1477.78 1.00 4397 1857 158 34 FALSE 3.86
ovarian cancer KRAS_12-61 CRKL Any amplification 160 88 -1.19 -2.23 -0.26 1354.48 1.00 1378 157 85 3 FALSE 1.73
non-small cell lung cancer KRAS_12-61 CSF3R Any amplification 1620 80 -1.52 -2.29 -0.84 1411.75 1.00 3656 1613 73 7 FALSE 4.21
ovarian cancer KRAS_12-61 CSF3R Any amplification 114 66 -0.70 -1.82 0.30 1517.88 1.00 1039 110 62 4 FALSE 0.71
colorectal cancer KRAS_12-61 ERCC2 Any amplification 1590 100 0.08 -0.30 0.46 1464.09 1.00 2427 1549 59 41 TRUE 0.17
cancer of unknown primary KRAS_12-61 ERCC2 Any amplification 277 64 0.65 0.13 1.19 1496.53 1.00 1097 256 43 21 TRUE 1.81
non-small cell lung cancer KRAS_12-61 ERCC2 Any amplification 1891 171 -0.12 -0.45 0.19 1541.87 1.00 4438 1845 125 46 TRUE 0.33
pancreatic cancer KRAS_12-61 ERCC2 Any amplification 1577 77 -0.19 -0.68 0.29 1501.99 1.00 503 1523 23 54 TRUE 0.34
uterine cancer KRAS_12-61 ERCC2 Any amplification 280 56 -0.23 -1.04 0.42 1409.27 1.00 1514 273 49 7 TRUE 0.28
ovarian cancer KRAS_12-61 ERCC2 Any amplification 160 78 -0.12 -0.87 0.57 1407.89 1.00 1392 153 71 7 TRUE 0.13
non-small cell lung cancer KRAS_12-61 ERG Any amplification 1749 104 -0.65 -1.17 -0.17 1330.06 1.00 4108 1730 85 19 FALSE 1.97
ovarian cancer KRAS_12-61 ERG Any amplification 135 56 -0.46 -1.49 0.44 1434.38 1.00 1216 131 52 4 FALSE 0.45
colorectal cancer KRAS_12-61 ETV6 Any amplification 1589 139 0.54 0.21 0.86 1527.03 1.00 2419 1516 66 73 FALSE 2.90
cancer of unknown primary KRAS_12-61 ETV6 Any amplification 277 75 0.66 0.17 1.13 1498.62 1.00 1088 253 51 24 FALSE 2.11
non-small cell lung cancer KRAS_12-61 ETV6 Any amplification 1891 187 0.25 -0.05 0.54 1569.02 1.00 4433 1826 122 65 FALSE 0.96
pancreatic cancer KRAS_12-61 ETV6 Any amplification 1573 90 -0.50 -0.91 -0.04 1546.40 1.00 492 1516 33 57 FALSE 1.65
uterine cancer KRAS_12-61 ETV6 Any amplification 280 62 0.16 -0.53 0.80 1518.07 1.00 1513 269 51 11 FALSE 0.20
ovarian cancer KRAS_12-61 ETV6 Any amplification 160 176 0.03 -0.45 0.53 1467.89 1.00 1305 142 158 18 FALSE 0.05
non-small cell lung cancer KRAS_12-61 FAM46C Any amplification 1891 62 -1.19 -2.00 -0.52 1433.48 1.00 4500 1884 55 7 FALSE 2.74
ovarian cancer KRAS_12-61 FAM46C Any amplification 160 51 -0.48 -1.58 0.44 1483.81 1.00 1416 156 47 4 FALSE 0.44
cancer of unknown primary KRAS_12-61 FOXA1 Any amplification 206 60 -0.66 -1.48 0.03 1373.49 1.00 815 200 54 6 FALSE 1.12
non-small cell lung cancer KRAS_12-61 FOXA1 Any amplification 1310 321 -0.23 -0.50 0.03 1351.69 1.00 2961 1229 240 81 FALSE 1.05
non-small cell lung cancer KRAS_12-61 H3F3B Any amplification 1230 91 0.25 -0.17 0.67 1210.55 1.00 2846 1198 59 32 TRUE 0.60
non-small cell lung cancer KRAS_12-61 ID3 Any amplification 1762 61 -1.15 -1.96 -0.40 220.18 1.02 4038 1754 53 8 FALSE 2.25
colorectal cancer KRAS_12-61 IDH2 Any amplification 1598 64 -0.52 -1.07 0.01 1216.26 1.00 2449 1580 46 18 TRUE 1.25
non-small cell lung cancer KRAS_12-61 IDH2 Any amplification 1916 96 -0.22 -0.70 0.22 1512.03 1.00 4534 1891 71 25 TRUE 0.45
ovarian cancer KRAS_12-61 IDH2 Any amplification 160 78 -0.70 -1.68 0.12 1518.18 1.00 1389 156 74 4 TRUE 0.86
colorectal cancer KRAS_12-61 KRAS Any amplification 1598 148 0.12 -0.22 0.44 1445.99 1.00 2409 1536 86 62 TRUE 0.33
cancer of unknown primary KRAS_12-61 KRAS Any amplification 278 107 1.12 0.73 1.49 1496.01 1.00 1078 234 63 44 TRUE 7.31
non-small cell lung cancer KRAS_12-61 KRAS Any amplification 1916 334 0.76 0.54 0.99 1458.17 1.00 4425 1762 180 154 TRUE 10.69
pancreatic cancer KRAS_12-61 KRAS Any amplification 1578 135 0.20 -0.21 0.62 1615.96 1.00 496 1473 30 105 TRUE 0.46
uterine cancer KRAS_12-61 KRAS Any amplification 280 77 0.38 -0.15 0.89 1550.07 1.00 1504 264 61 16 TRUE 0.80
ovarian cancer KRAS_12-61 KRAS Any amplification 160 198 0.36 -0.09 0.79 1419.19 1.00 1291 134 172 26 TRUE 0.97
non-small cell lung cancer KRAS_12-61 MAP2K1 Any amplification 1891 68 -0.50 -0.97 0.11 4.57 1.22 4510 1876 53 15 TRUE 1.09
non-small cell lung cancer KRAS_12-61 MAPK1 Any amplification 1842 140 -0.96 -1.46 -0.51 1471.75 1.00 4275 1822 120 20 FALSE 4.03
ovarian cancer KRAS_12-61 MAPK1 Any amplification 149 70 -1.02 -2.18 -0.07 1408.45 1.00 1312 146 67 3 FALSE 1.18
colorectal cancer KRAS_12-61 MEF2B Any amplification 1589 55 0.11 -0.42 0.63 1438.37 1.00 2454 1565 31 24 FALSE 0.17
non-small cell lung cancer KRAS_12-61 MEF2B Any amplification 1891 58 -0.98 -1.68 -0.35 1327.87 1.00 4505 1883 50 8 FALSE 2.26
ovarian cancer KRAS_12-61 MEF2B Any amplification 160 123 -0.98 -1.89 -0.19 1344.57 1.00 1345 155 118 5 FALSE 1.60
non-small cell lung cancer KRAS_12-61 MPL Any amplification 1916 84 -0.78 -1.34 -0.24 1301.52 1.00 4527 1902 70 14 TRUE 2.17
ovarian cancer KRAS_12-61 MPL Any amplification 160 91 -0.74 -1.65 0.07 1566.91 1.00 1377 155 86 5 TRUE 0.99
non-small cell lung cancer KRAS_12-61 MUTYH Any amplification 1891 68 -1.33 -2.13 -0.63 1495.24 1.00 4494 1884 61 7 TRUE 3.24
ovarian cancer KRAS_12-61 MUTYH Any amplification 160 61 -1.00 -2.31 0.06 1611.72 1.00 1405 157 58 3 TRUE 1.02
non-small cell lung cancer KRAS_12-61 NF2 Any amplification 1891 93 -1.63 -2.45 -0.94 1475.58 1.00 4477 1884 86 7 TRUE 4.79
ovarian cancer KRAS_12-61 NF2 Any amplification 160 60 -1.04 -2.23 -0.03 1591.96 1.00 1406 157 57 3 TRUE 1.14
non-small cell lung cancer KRAS_12-61 NFKBIA Any amplification 1811 516 0.01 -0.20 0.20 1452.42 1.00 3898 1656 361 155 FALSE 0.02
ovarian cancer KRAS_12-61 NFKBIA Any amplification 150 66 -0.80 -1.96 0.14 1377.48 1.00 1317 147 63 3 FALSE 0.83
non-small cell lung cancer KRAS_12-61 NPM1 Any amplification 1916 207 -0.47 -0.82 -0.15 1316.77 1.00 4434 1872 163 44 FALSE 2.10
pancreatic cancer KRAS_12-61 NPM1 Any amplification 1573 51 -1.53 -2.10 -1.02 1245.66 1.00 494 1553 31 20 FALSE 7.36
ovarian cancer KRAS_12-61 NPM1 Any amplification 160 72 0.01 -0.80 0.73 1549.71 1.00 1399 152 64 8 FALSE 0.01
ovarian cancer KRAS_12-61 NRAS Any amplification 160 55 -0.48 -1.66 0.54 904.23 1.00 1412 156 51 4 TRUE 0.40
non-small cell lung cancer KRAS_12-61 PHOX2B Any amplification 1842 97 -0.21 -0.67 0.22 1374.89 1.00 4315 1817 72 25 TRUE 0.45
non-small cell lung cancer KRAS_12-61 PPM1D Any amplification 1230 78 0.27 -0.23 0.75 1566.03 1.00 2855 1202 50 28 FALSE 0.59
colorectal cancer KRAS_12-61 PRDM1 Any amplification 1589 67 -0.24 -0.74 0.29 1483.89 1.00 2442 1565 43 24 FALSE 0.47
non-small cell lung cancer KRAS_12-61 PRDM1 Any amplification 1891 69 -1.31 -2.17 -0.58 1357.88 1.00 4492 1885 63 6 FALSE 2.88
colorectal cancer KRAS_12-61 PRKAR1A Any amplification 1589 95 -0.60 -1.05 -0.18 1572.01 1.00 2415 1564 70 25 TRUE 2.23
cancer of unknown primary KRAS_12-61 PRKAR1A Any amplification 277 73 -0.55 -1.20 0.07 1469.14 1.00 1074 268 64 9 TRUE 1.04
non-small cell lung cancer KRAS_12-61 PRKAR1A Any amplification 1891 288 0.13 -0.11 0.38 1499.20 1.00 4361 1797 194 94 TRUE 0.53
ovarian cancer KRAS_12-61 PRKAR1A Any amplification 160 75 -0.62 -1.52 0.13 1395.55 1.00 1392 156 71 4 TRUE 0.85
non-small cell lung cancer KRAS_12-61 RAD51C Any amplification 1359 77 0.30 -0.20 0.76 1145.79 1.00 3327 1332 50 27 TRUE 0.66
colorectal cancer KRAS_12-61 RARA Any amplification 1589 141 -0.72 -1.13 -0.36 1521.73 1.00 2378 1555 107 34 FALSE 3.58
cancer of unknown primary KRAS_12-61 RARA Any amplification 277 52 -0.04 -0.71 0.60 1590.34 1.00 1098 266 41 11 FALSE 0.04
non-small cell lung cancer KRAS_12-61 RARA Any amplification 1891 192 -0.04 -0.35 0.26 1386.20 1.00 4419 1835 136 56 FALSE 0.09
pancreatic cancer KRAS_12-61 RARA Any amplification 1573 65 -1.08 -1.54 -0.62 1427.44 1.00 492 1541 33 32 FALSE 5.11
non-small cell lung cancer KRAS_12-61 RUNX1 Any amplification 1891 134 -0.18 -0.57 0.19 1403.31 1.00 4456 1856 99 35 TRUE 0.45
ovarian cancer KRAS_12-61 RUNX1 Any amplification 160 67 -0.37 -1.33 0.44 1370.42 1.00 1401 155 62 5 TRUE 0.38
non-small cell lung cancer KRAS_12-61 SDHAF2 Any amplification 1842 84 -0.32 -0.83 0.18 1257.01 1.00 4323 1822 64 20 TRUE 0.70
non-small cell lung cancer KRAS_12-61 SDHB Any amplification 1882 65 -1.49 -2.40 -0.73 1470.84 1.00 4467 1876 59 6 FALSE 3.27
non-small cell lung cancer KRAS_12-61 SDHD Any amplification 1882 102 -0.64 -1.13 -0.16 147.02 1.03 4443 1863 83 19 FALSE 1.89
non-small cell lung cancer KRAS_12-61 SMARCB1 Any amplification 1916 117 -1.00 -1.50 -0.48 1491.60 1.00 4504 1900 101 16 TRUE 3.93
ovarian cancer KRAS_12-61 SMARCB1 Any amplification 160 54 -0.82 -2.07 0.19 1316.41 1.00 1412 157 51 3 TRUE 0.81
colorectal cancer KRAS_12-61 SRSF2 Any amplification 1360 92 -0.57 -1.04 -0.14 1489.68 1.00 2098 1336 68 24 FALSE 1.92
cancer of unknown primary KRAS_12-61 SRSF2 Any amplification 262 76 -0.40 -0.98 0.18 1495.93 1.00 986 251 65 11 FALSE 0.74
non-small cell lung cancer KRAS_12-61 SRSF2 Any amplification 1762 224 0.14 -0.14 0.41 1398.41 1.00 3943 1686 148 76 FALSE 0.51
ovarian cancer KRAS_12-61 SRSF2 Any amplification 139 65 -0.47 -1.36 0.31 1382.68 1.00 1235 135 61 4 FALSE 0.60
colorectal cancer KRAS_12-61 STAT3 Any amplification 1483 96 -0.51 -0.98 -0.10 1549.31 1.00 2246 1458 71 25 FALSE 1.64
non-small cell lung cancer KRAS_12-61 STAT3 Any amplification 1802 166 -0.05 -0.38 0.28 1405.48 1.00 4122 1752 116 50 FALSE 0.12
uterine cancer KRAS_12-61 SUFU Any amplification 280 73 0.46 -0.15 1.01 1348.73 1.00 1505 264 57 16 TRUE 0.88
colorectal cancer KRAS_12-61 SUZ12 Any amplification 1441 107 -0.33 -0.74 0.02 1535.42 1.00 2219 1409 75 32 FALSE 1.06
non-small cell lung cancer KRAS_12-61 SUZ12 Any amplification 1842 172 -0.11 -0.42 0.21 1431.08 1.00 4264 1793 123 49 FALSE 0.29
non-small cell lung cancer KRAS_12-61 TMPRSS2 Any amplification 1749 86 -0.48 -1.02 0.03 570.48 1.01 4125 1731 68 18 FALSE 1.10
non-small cell lung cancer KRAS_12-61 YAP1 Any amplification 1310 88 -0.21 -0.70 0.22 1176.29 1.00 3135 1288 66 22 FALSE 0.47
colorectal cancer KRAS_12-61 ETV4 Any amplification 715 154 -0.18 -0.54 0.18 1422.97 1.00 1022 661 100 54 FALSE 0.50
non-small cell lung cancer KRAS_12-61 ETV4 Any amplification 841 184 -0.04 -0.35 0.26 1477.92 1.00 1743 785 128 56 FALSE 0.09
pancreatic cancer KRAS_12-61 ETV4 Any amplification 431 56 -1.18 -1.76 -0.60 1485.12 1.00 157 408 33 23 FALSE 4.25
ovarian cancer KRAS_12-61 ETV4 Any amplification 97 70 0.67 0.03 1.27 1371.98 1.00 764 83 56 14 FALSE 1.43
non-small cell lung cancer KRAS_12-61 EWSR1 Any amplification 841 92 -1.94 -2.85 -1.16 922.21 1.00 1785 835 86 6 TRUE 5.05
non-small cell lung cancer KRAS_12-61 FANCM Any amplification 309 93 -0.78 -1.34 -0.28 1132.97 1.01 609 292 76 17 TRUE 2.30
colorectal cancer KRAS_12-61 KAT6A Any amplification 410 157 -0.10 -0.47 0.22 1515.33 1.00 516 352 99 58 FALSE 0.26
non-small cell lung cancer KRAS_12-61 KAT6A Any amplification 309 99 0.09 -0.29 0.49 1476.61 1.00 620 275 65 34 FALSE 0.17
non-small cell lung cancer KRAS_12-61 MYCL Any amplification 1891 130 -1.24 -1.83 -0.71 1550.60 1.00 4448 1876 115 15 FALSE 4.90
uterine cancer KRAS_12-61 MYCL Any amplification 280 51 -2.44 -4.80 -1.02 1405.03 1.00 1512 280 51 0 FALSE 1.81
ovarian cancer KRAS_12-61 MYCL Any amplification 160 140 -1.14 -2.09 -0.38 1476.60 1.00 1329 154 134 6 FALSE 2.14
non-small cell lung cancer KRAS_12-61 XRCC3 Any amplification 309 74 -1.27 -2.05 -0.58 1425.77 1.00 620 300 65 9 FALSE 3.27
uterine cancer KRAS_12-61 FAS Any amplification 124 71 0.44 -0.17 1.06 1419.44 1.00 595 108 55 16 FALSE 0.82
colorectal cancer KRAS_12-61 GATA4 Any amplification 689 58 0.00 -0.50 0.50 1250.38 1.00 1046 666 35 23 FALSE 0.01
non-small cell lung cancer KRAS_12-61 GATA4 Any amplification 832 67 0.13 -0.37 0.61 1412.10 1.00 1799 808 43 24 FALSE 0.23
uterine cancer KRAS_12-61 GATA4 Any amplification 124 52 -0.31 -1.12 0.36 1524.01 1.00 599 118 46 6 FALSE 0.38
colorectal cancer KRAS_12-61 GATA6 Any amplification 689 78 0.13 -0.32 0.58 1474.87 1.00 1036 656 45 33 FALSE 0.25
cancer of unknown primary KRAS_12-61 GATA6 Any amplification 121 65 0.58 0.01 1.15 1347.78 1.00 471 102 46 19 FALSE 1.34
non-small cell lung cancer KRAS_12-61 GATA6 Any amplification 832 63 0.00 -0.52 0.51 1278.95 1.00 1799 812 43 20 FALSE 0.00
pancreatic cancer KRAS_12-61 GATA6 Any amplification 425 119 0.23 -0.20 0.69 1371.73 1.00 153 339 33 86 FALSE 0.50
ovarian cancer KRAS_12-61 GATA6 Any amplification 94 76 -0.16 -0.95 0.52 1522.77 1.00 721 87 69 7 FALSE 0.18
colorectal cancer KRAS_12-61 PDCD1LG2 Any amplification 1134 109 -0.01 -0.39 0.34 1468.53 1.00 1702 1091 66 43 FALSE 0.03
non-small cell lung cancer KRAS_12-61 PDCD1LG2 Any amplification 1378 115 -0.07 -0.48 0.33 1552.72 1.00 3117 1344 81 34 FALSE 0.13
ovarian cancer KRAS_12-61 PDCD1LG2 Any amplification 131 61 -1.27 -2.81 -0.17 1384.26 1.00 1153 130 60 1 FALSE 1.19
colorectal cancer KRAS_12-61 BCL2L12 Any amplification 567 99 0.01 -0.38 0.42 1505.31 1.00 870 529 61 38 FALSE 0.02
cancer of unknown primary KRAS_12-61 BCL2L12 Any amplification 111 53 0.75 0.14 1.31 1487.94 1.00 441 93 35 18 FALSE 1.96
non-small cell lung cancer KRAS_12-61 BCL2L12 Any amplification 792 119 -0.24 -0.63 0.17 1382.53 1.00 1616 760 87 32 FALSE 0.60
pancreatic cancer KRAS_12-61 BCL2L12 Any amplification 374 55 -0.31 -0.84 0.23 1523.15 1.00 137 340 21 34 FALSE 0.58
ovarian cancer KRAS_12-61 BCL2L12 Any amplification 86 65 -0.17 -1.03 0.60 1317.83 1.00 677 80 59 6 FALSE 0.17
colorectal cancer KRAS_12-61 CIITA Any amplification 567 78 -0.04 -0.52 0.41 1539.17 1.00 884 536 47 31 FALSE 0.07
non-small cell lung cancer KRAS_12-61 CIITA Any amplification 792 213 -0.91 -1.28 -0.56 1314.53 1.00 1524 758 179 34 FALSE 5.72
non-small cell lung cancer KRAS_12-61 PRAME Any amplification 532 78 -1.08 -1.78 -0.45 1425.48 1.00 1119 521 67 11 FALSE 2.76
non-small cell lung cancer KRAS_12-61 PRF1 Any amplification 792 82 0.17 -0.30 0.60 1343.13 1.00 1650 763 53 29 FALSE 0.35
uterine cancer KRAS_12-61 PRF1 Any amplification 119 83 0.28 -0.32 0.81 1556.52 1.00 554 103 67 16 FALSE 0.47
ovarian cancer KRAS_12-61 PRF1 Any amplification 86 51 0.89 0.26 1.55 1488.08 1.00 697 74 39 12 FALSE 2.12
ovarian cancer KRAS_12-61 PRKCZ Any amplification 64 53 -2.39 -5.02 -0.63 974.95 1.00 461 63 52 1 FALSE 1.43
uterine cancer KRAS_12-61 SMC3 Any amplification 119 79 0.31 -0.33 0.87 1297.01 1.00 563 103 63 16 FALSE 0.51
colorectal cancer KRAS_12-61 WRN Any amplification 567 65 0.15 -0.34 0.64 1396.78 1.00 893 540 38 27 TRUE 0.26
non-small cell lung cancer KRAS_12-61 WRN Any amplification 792 68 -0.13 -0.63 0.35 1426.20 1.00 1655 772 48 20 TRUE 0.23
uterine cancer KRAS_12-61 WRN Any amplification 119 55 -0.34 -1.14 0.34 1371.03 1.00 572 113 49 6 TRUE 0.42
ovarian cancer KRAS_12-61 WRN Any amplification 86 60 0.64 -0.05 1.29 1391.76 1.00 688 74 48 12 TRUE 1.21
ovarian cancer KRAS_12-61 SS18 Any amplification 61 54 -0.89 -2.34 0.28 166.27 1.02 490 58 51 3 FALSE 0.71
non-small cell lung cancer KRAS_12-61 BCL11B Any amplification 260 58 -2.11 -3.28 -1.15 1339.53 1.00 463 256 54 4 FALSE 3.82
colorectal cancer KRAS_12-61 MCM8 Any amplification 262 237 -0.34 -0.66 -0.01 1377.49 1.00 265 184 159 78 FALSE 1.36
non-small cell lung cancer KRAS_12-61 MCM8 Any amplification 260 69 -0.51 -1.07 0.02 1424.48 1.00 465 243 52 17 FALSE 1.14
non-small cell lung cancer KRAS_12-61 MLH3 Any amplification 260 51 -1.44 -2.33 -0.60 457.78 1.01 472 254 45 6 FALSE 2.91
non-small cell lung cancer KRAS_12-61 MTA1 Any amplification 260 79 -1.39 -2.21 -0.75 867.88 1.00 448 250 69 10 FALSE 3.88
colorectal cancer KRAS_12-61 MTAP Any amplification 313 54 -0.13 -0.73 0.43 1222.36 1.00 449 293 34 20 FALSE 0.19
colorectal cancer KRAS_12-61 POLB Any amplification 262 143 -0.05 -0.44 0.32 1488.90 1.00 333 210 91 52 FALSE 0.11
non-small cell lung cancer KRAS_12-61 POLB Any amplification 260 88 0.02 -0.42 0.46 1556.11 1.00 460 229 57 31 FALSE 0.03
non-small cell lung cancer KRAS_12-61 RHBDF2 Any amplification 260 86 0.11 -0.36 0.58 1177.34 1.00 462 229 55 31 FALSE 0.19
non-small cell lung cancer KRAS_12-61 SERPINA1 Any amplification 260 59 -2.14 -3.29 -1.15 1326.15 1.00 462 256 55 4 FALSE 4.14
non-small cell lung cancer KRAS_12-61 SLC34A2 Any amplification 260 69 0.33 -0.24 0.81 352.29 1.02 476 232 41 28 FALSE 0.68
non-small cell lung cancer KRAS_12-61 TLX3 Any amplification 260 67 -0.73 -1.39 -0.10 1025.30 1.00 464 246 53 14 FALSE 1.61
non-small cell lung cancer KRAS_12-61 TRAF3 Any amplification 260 72 -1.54 -2.34 -0.84 1232.88 1.00 453 252 64 8 FALSE 4.03
non-small cell lung cancer KRAS_12-61 TRIM37 Any amplification 260 76 0.11 -0.38 0.62 1460.76 1.00 468 233 49 27 FALSE 0.17
non-small cell lung cancer KRAS_12-61 UIMC1 Any amplification 277 66 -0.73 -1.38 -0.15 1527.70 1.00 528 264 53 13 FALSE 1.65
non-small cell lung cancer KRAS_12-61 MRE11A Any amplification 1359 55 -0.19 -0.83 0.40 1498.63 1.00 3336 1345 41 14 FALSE 0.27
colorectal cancer KRAS_12-61 WHSC1L1 Any amplification 758 140 -0.45 -0.83 -0.08 1510.96 1.00 1072 716 98 42 FALSE 1.79
cancer of unknown primary KRAS_12-61 WHSC1L1 Any amplification 166 53 -0.74 -1.62 -0.10 1521.62 1.00 681 161 48 5 FALSE 1.30
non-small cell lung cancer KRAS_12-61 WHSC1L1 Any amplification 823 108 -0.66 -1.12 -0.21 1670.49 1.00 1849 803 88 20 FALSE 2.41
colorectal cancer KRAS_12-61 CDK8 Any amplification 1284 453 -0.01 -0.22 0.19 1276.17 1.00 1702 1107 276 177 FALSE 0.05
colorectal cancer KRAS_12-61 FANCC Any amplification 1589 71 0.13 -0.34 0.61 1070.61 1.00 2444 1559 41 30 TRUE 0.23
colorectal cancer KRAS_12-61 GNAQ Any amplification 1598 70 0.09 -0.40 0.55 1162.76 1.00 2454 1569 41 29 TRUE 0.14
colorectal cancer KRAS_12-61 HRAS Any amplification 1598 62 0.01 -0.46 0.48 1506.10 1.00 2458 1573 37 25 TRUE 0.01
non-small cell lung cancer KRAS_12-61 HRAS Any amplification 1916 77 -0.22 -0.71 0.26 1535.77 1.00 4547 1897 58 19 TRUE 0.42
colorectal cancer KRAS_12-61 LMO1 Any amplification 1589 51 0.00 -0.50 0.50 1452.22 1.00 2455 1568 30 21 FALSE 0.01
non-small cell lung cancer KRAS_12-61 LMO1 Any amplification 1891 67 -0.28 -0.80 0.21 1575.50 1.00 4503 1876 52 15 FALSE 0.56
colorectal cancer KRAS_12-61 PAX5 Any amplification 1589 118 0.14 -0.22 0.51 1453.93 1.00 2417 1539 68 50 TRUE 0.36
non-small cell lung cancer KRAS_12-61 PAX5 Any amplification 1891 93 -0.12 -0.56 0.29 1550.63 1.00 4487 1866 68 25 TRUE 0.24
colorectal cancer KRAS_12-61 TNFAIP3 Any amplification 1589 75 -0.07 -0.52 0.40 1509.78 1.00 2439 1560 46 29 TRUE 0.11
non-small cell lung cancer KRAS_12-61 TNFAIP3 Any amplification 1891 56 -2.76 -4.90 -1.36 1361.01 1.00 4500 1890 55 1 TRUE 2.69
colorectal cancer KRAS_12-61 CDKN1C Any amplification 567 54 -0.06 -0.56 0.44 1410.58 1.00 898 546 33 21 FALSE 0.09
non-small cell lung cancer KRAS_12-61 CDKN1C Any amplification 792 73 -0.28 -0.75 0.17 1551.55 1.00 1648 774 55 18 FALSE 0.61
colorectal cancer KRAS_12-61 MYB Any amplification 689 89 -0.14 -0.60 0.29 1684.62 1.00 1025 656 56 33 FALSE 0.26
non-small cell lung cancer KRAS_12-61 MYB Any amplification 832 52 -2.75 -4.85 -1.41 1392.38 1.00 1791 831 51 1 FALSE 2.71
non-small cell lung cancer KRAS_12-61 FANCF Any amplification 841 57 -0.51 -1.25 0.04 60.02 1.05 1826 829 45 12 TRUE 0.86
colorectal cancer KRAS_12-61 FANCG Any amplification 715 120 0.10 -0.26 0.46 1496.18 1.00 1051 666 71 49 TRUE 0.22
non-small cell lung cancer KRAS_12-61 FANCG Any amplification 841 88 -0.12 -0.58 0.32 1437.62 1.00 1808 816 63 25 TRUE 0.22
colorectal cancer KRAS_12-61 CYLD Any amplification 1134 124 -0.10 -0.47 0.24 1519.15 1.00 1691 1087 77 47 FALSE 0.24
non-small cell lung cancer KRAS_12-61 CYLD Any amplification 1378 108 -1.06 -1.62 -0.56 1566.18 1.00 3103 1365 95 13 FALSE 3.80
colorectal cancer KRAS_12-61 XPA Any amplification 567 76 0.01 -0.48 0.46 424.67 1.01 884 538 47 29 TRUE 0.02
colorectal cancer KRAS_12-61 AKT2 Any amplification 1590 145 0.08 -0.24 0.39 1309.00 1.00 2401 1530 85 60 TRUE 0.20
cancer of unknown primary KRAS_12-61 AKT2 Any amplification 277 86 0.65 0.20 1.10 1502.33 1.00 1083 249 58 28 TRUE 2.30
non-small cell lung cancer KRAS_12-61 AKT2 Any amplification 1891 248 -0.64 -0.97 -0.34 1266.66 1.00 4360 1846 203 45 TRUE 4.23
pancreatic cancer KRAS_12-61 AKT2 Any amplification 1578 120 0.43 0.00 0.92 1270.43 1.00 505 1479 21 99 TRUE 1.19
uterine cancer KRAS_12-61 AKT2 Any amplification 280 96 -0.56 -1.25 0.06 1425.25 1.00 1478 271 87 9 TRUE 1.06
ovarian cancer KRAS_12-61 AKT2 Any amplification 160 170 -1.04 -1.83 -0.32 1501.59 1.00 1299 154 164 6 TRUE 2.29
colorectal cancer KRAS_12-61 BCL6 Any amplification 1589 63 0.26 -0.24 0.74 1448.10 1.00 2452 1559 33 30 FALSE 0.52
cancer of unknown primary KRAS_12-61 BCL6 Any amplification 277 111 -0.52 -1.05 0.00 1524.35 1.00 1043 262 96 15 FALSE 1.20
non-small cell lung cancer KRAS_12-61 BCL6 Any amplification 1891 358 -1.58 -1.96 -1.23 1562.76 1.00 4226 1862 329 29 FALSE 16.52
pancreatic cancer KRAS_12-61 BCL6 Any amplification 1573 52 0.31 -0.30 0.99 1352.28 1.00 516 1530 9 43 FALSE 0.46
uterine cancer KRAS_12-61 BCL6 Any amplification 280 93 -0.84 -1.64 -0.15 1404.29 1.00 1478 273 86 7 FALSE 1.56
ovarian cancer KRAS_12-61 BCL6 Any amplification 160 281 -1.01 -1.66 -0.45 1510.08 1.00 1194 148 269 12 FALSE 3.21
ovarian cancer KRAS_12-61 CALR Any amplification 75 60 -2.25 -4.73 -0.46 696.33 1.01 724 74 59 1 TRUE 1.32
colorectal cancer KRAS_12-61 CCND2 Any amplification 1590 219 0.40 0.12 0.67 1560.37 1.00 2373 1484 113 106 FALSE 2.32
cancer of unknown primary KRAS_12-61 CCND2 Any amplification 277 76 0.55 0.04 1.03 1556.45 1.00 1088 254 53 23 FALSE 1.56
non-small cell lung cancer KRAS_12-61 CCND2 Any amplification 1891 170 0.21 -0.10 0.53 1427.36 1.00 4451 1833 112 58 FALSE 0.72
pancreatic cancer KRAS_12-61 CCND2 Any amplification 1578 90 -0.81 -1.21 -0.39 1562.89 1.00 487 1527 39 51 FALSE 3.94
ovarian cancer KRAS_12-61 CCND2 Any amplification 160 149 -0.25 -0.85 0.33 1638.74 1.00 1326 148 137 12 FALSE 0.38
colorectal cancer KRAS_12-61 CCNE1 Any amplification 1590 128 -0.04 -0.42 0.29 1797.17 1.00 2408 1540 78 50 TRUE 0.08
cancer of unknown primary KRAS_12-61 CCNE1 Any amplification 278 97 0.12 -0.37 0.64 1504.99 1.00 1066 256 75 22 TRUE 0.20
non-small cell lung cancer KRAS_12-61 CCNE1 Any amplification 1891 330 -0.68 -0.97 -0.41 1564.89 1.00 4292 1832 271 59 TRUE 5.41
pancreatic cancer KRAS_12-61 CCNE1 Any amplification 1578 93 -0.29 -0.72 0.15 1462.60 1.00 498 1513 28 65 TRUE 0.70
uterine cancer KRAS_12-61 CCNE1 Any amplification 280 189 -0.81 -1.38 -0.31 1423.03 1.00 1391 265 174 15 TRUE 2.65
ovarian cancer KRAS_12-61 CCNE1 Any amplification 160 347 -1.25 -1.83 -0.70 1250.12 1.00 1128 148 335 12 TRUE 4.77
colorectal cancer KRAS_12-61 CDK6 Any amplification 1590 396 -0.11 -0.33 0.10 1442.02 1.00 2236 1444 250 146 TRUE 0.48
cancer of unknown primary KRAS_12-61 CDK6 Any amplification 278 124 -0.31 -0.80 0.15 1626.79 1.00 1037 258 104 20 TRUE 0.68
non-small cell lung cancer KRAS_12-61 CDK6 Any amplification 1891 416 -0.74 -0.99 -0.48 1372.12 1.00 4218 1820 345 71 TRUE 7.83
pancreatic cancer KRAS_12-61 CDK6 Any amplification 1578 94 -1.16 -1.56 -0.76 1529.27 1.00 478 1532 48 46 TRUE 7.55
ovarian cancer KRAS_12-61 CDK6 Any amplification 160 100 -0.34 -1.12 0.32 1439.70 1.00 1371 152 92 8 TRUE 0.45
colorectal cancer KRAS_12-61 CEBPA Any amplification 1508 175 -0.15 -0.48 0.17 1631.32 1.00 2245 1445 112 63 TRUE 0.44
cancer of unknown primary KRAS_12-61 CEBPA Any amplification 272 90 0.20 -0.27 0.66 1437.10 1.00 1032 250 68 22 TRUE 0.38
non-small cell lung cancer KRAS_12-61 CEBPA Any amplification 1811 275 -0.72 -1.03 -0.42 1355.64 1.01 4032 1763 227 48 TRUE 5.17
pancreatic cancer KRAS_12-61 CEBPA Any amplification 1558 82 -0.16 -0.61 0.36 1432.46 1.00 481 1498 22 60 TRUE 0.29
uterine cancer KRAS_12-61 CEBPA Any amplification 267 112 -0.65 -1.29 -0.06 1658.07 1.00 1357 257 102 10 TRUE 1.38
ovarian cancer KRAS_12-61 CEBPA Any amplification 150 195 -0.95 -1.66 -0.32 1549.97 1.00 1193 142 187 8 TRUE 2.24
colorectal cancer KRAS_12-61 ERCC4 Any amplification 1563 108 0.03 -0.36 0.40 1743.19 1.00 2381 1518 63 45 TRUE 0.05
non-small cell lung cancer KRAS_12-61 ERCC4 Any amplification 1882 220 -0.69 -1.06 -0.38 1393.83 1.00 4343 1845 183 37 TRUE 4.15
colorectal cancer KRAS_12-61 EZH2 Any amplification 1598 374 -0.12 -0.34 0.10 1554.52 1.00 2258 1461 237 137 TRUE 0.54
cancer of unknown primary KRAS_12-61 EZH2 Any amplification 278 88 -0.44 -1.10 0.12 1506.58 1.00 1065 265 75 13 TRUE 0.81
non-small cell lung cancer KRAS_12-61 EZH2 Any amplification 1916 379 -0.61 -0.88 -0.36 1515.74 1.00 4298 1844 307 72 TRUE 5.17
pancreatic cancer KRAS_12-61 EZH2 Any amplification 1578 58 -1.78 -2.33 -1.29 1386.60 1.00 487 1559 39 19 TRUE 10.51
ovarian cancer KRAS_12-61 EZH2 Any amplification 160 159 -0.84 -1.61 -0.19 1517.49 1.00 1312 152 151 8 TRUE 1.73
non-small cell lung cancer KRAS_12-61 GATA2 Any amplification 1359 79 -0.96 -1.61 -0.35 1460.67 1.00 3309 1348 68 11 TRUE 2.55
ovarian cancer KRAS_12-61 GATA2 Any amplification 96 59 -0.83 -2.06 0.25 1326.44 1.00 894 93 56 3 TRUE 0.81
colorectal cancer KRAS_12-61 PTPN11 Any amplification 1598 59 0.61 0.11 1.09 1600.55 1.00 2468 1566 27 32 TRUE 1.84
non-small cell lung cancer KRAS_12-61 PTPN11 Any amplification 1916 68 0.34 -0.17 0.82 1478.42 1.00 4562 1891 43 25 TRUE 0.76
ovarian cancer KRAS_12-61 PTPN11 Any amplification 160 58 0.96 0.36 1.55 1481.16 1.00 1418 147 45 13 TRUE 2.74
colorectal cancer KRAS_12-61 RAD52 Any amplification 1284 119 0.44 0.08 0.81 1603.10 1.00 1919 1224 59 60 FALSE 1.77
non-small cell lung cancer KRAS_12-61 RAD52 Any amplification 1359 121 0.11 -0.28 0.48 1304.87 1.00 3286 1321 83 38 FALSE 0.23
pancreatic cancer KRAS_12-61 RAD52 Any amplification 1387 65 -0.31 -0.82 0.23 1411.79 1.00 419 1342 20 45 FALSE 0.60
ovarian cancer KRAS_12-61 RAD52 Any amplification 96 88 -0.34 -1.16 0.39 1502.47 1.00 868 90 82 6 FALSE 0.41
colorectal cancer KRAS_12-61 RHEB Any amplification 1302 345 -0.10 -0.33 0.13 1450.90 1.00 1844 1175 218 127 FALSE 0.42
cancer of unknown primary KRAS_12-61 RHEB Any amplification 257 81 -0.50 -1.14 0.09 1390.85 1.00 930 245 69 12 FALSE 0.93
non-small cell lung cancer KRAS_12-61 RHEB Any amplification 1620 329 -0.59 -0.85 -0.34 1662.06 1.00 3474 1554 263 66 FALSE 4.94
pancreatic cancer KRAS_12-61 RHEB Any amplification 1485 55 -1.80 -2.34 -1.28 1350.41 1.00 417 1466 36 19 FALSE 10.56
ovarian cancer KRAS_12-61 RHEB Any amplification 114 128 -0.72 -1.52 0.00 1707.76 1.00 980 107 121 7 FALSE 1.18
colorectal cancer KRAS_12-61 SOCS1 Any amplification 1589 100 -0.08 -0.48 0.29 1492.17 1.00 2424 1550 61 39 FALSE 0.16
non-small cell lung cancer KRAS_12-61 SOCS1 Any amplification 1891 239 -0.71 -1.07 -0.38 1292.36 1.00 4356 1851 199 40 FALSE 4.21
colorectal cancer KRAS_12-61 SOX2 Any amplification 1589 69 0.28 -0.18 0.76 1357.79 1.00 2449 1556 36 33 FALSE 0.61
cancer of unknown primary KRAS_12-61 SOX2 Any amplification 278 135 -0.66 -1.22 -0.17 1477.32 1.00 1019 262 119 16 FALSE 1.84
non-small cell lung cancer KRAS_12-61 SOX2 Any amplification 1891 461 -1.65 -1.99 -1.35 1505.25 1.00 4130 1855 425 36 FALSE 22.48
pancreatic cancer KRAS_12-61 SOX2 Any amplification 1573 58 0.33 -0.27 0.96 1589.95 1.00 515 1525 10 48 FALSE 0.53
uterine cancer KRAS_12-61 SOX2 Any amplification 280 99 -0.92 -1.76 -0.24 1519.54 1.00 1470 273 92 7 FALSE 1.75
ovarian cancer KRAS_12-61 SOX2 Any amplification 160 303 -1.13 -1.77 -0.54 1473.03 1.00 1172 148 291 12 FALSE 3.71
colorectal cancer KRAS_12-61 ETV5 Any amplification 715 64 0.17 -0.32 0.67 1456.72 1.00 1087 686 35 29 TRUE 0.31
cancer of unknown primary KRAS_12-61 ETV5 Any amplification 121 111 -0.32 -0.87 0.23 1581.42 1.00 433 104 94 17 TRUE 0.58
non-small cell lung cancer KRAS_12-61 ETV5 Any amplification 841 329 -1.60 -2.01 -1.23 1506.38 1.00 1572 811 299 30 TRUE 15.29
pancreatic cancer KRAS_12-61 ETV5 Any amplification 431 52 0.59 -0.09 1.28 1368.20 1.00 181 388 9 43 TRUE 1.08
uterine cancer KRAS_12-61 ETV5 Any amplification 124 96 -1.11 -1.92 -0.39 1393.24 1.00 573 118 90 6 TRUE 2.33
ovarian cancer KRAS_12-61 ETV5 Any amplification 97 288 -1.25 -1.85 -0.69 1444.68 1.00 544 85 276 12 TRUE 4.62
colorectal cancer KRAS_12-61 PRKDC Any amplification 715 446 -0.37 -0.59 -0.15 1519.77 1.00 820 571 302 144 FALSE 2.91
cancer of unknown primary KRAS_12-61 PRKDC Any amplification 121 107 -0.10 -0.63 0.40 1212.68 1.00 438 102 88 19 FALSE 0.15
non-small cell lung cancer KRAS_12-61 PRKDC Any amplification 841 373 0.34 0.12 0.56 1571.10 1.00 1639 700 232 141 FALSE 2.55
pancreatic cancer KRAS_12-61 PRKDC Any amplification 430 62 -0.04 -0.55 0.44 1375.60 1.00 171 387 19 43 FALSE 0.06
uterine cancer KRAS_12-61 PRKDC Any amplification 124 109 -0.44 -1.03 0.11 1380.92 1.00 564 112 97 12 FALSE 0.89
ovarian cancer KRAS_12-61 PRKDC Any amplification 97 199 -0.18 -0.71 0.32 1410.78 1.00 640 78 180 19 FALSE 0.30
colorectal cancer KRAS_12-61 PRKCI Any amplification 1134 85 0.16 -0.27 0.59 1439.14 1.00 1721 1096 47 38 FALSE 0.34
cancer of unknown primary KRAS_12-61 PRKCI Any amplification 235 131 -0.62 -1.20 -0.12 1557.59 1.00 866 219 115 16 FALSE 1.67
non-small cell lung cancer KRAS_12-61 PRKCI Any amplification 1378 440 -1.36 -1.69 -1.06 1333.93 1.00 2805 1331 393 47 FALSE 17.52
pancreatic cancer KRAS_12-61 PRKCI Any amplification 1111 72 0.39 -0.16 1.00 1634.35 1.00 355 1051 12 60 FALSE 0.76
uterine cancer KRAS_12-61 PRKCI Any amplification 230 123 -1.18 -1.96 -0.50 1607.91 1.00 1105 223 116 7 FALSE 2.95
ovarian cancer KRAS_12-61 PRKCI Any amplification 131 391 -1.17 -1.69 -0.66 1522.56 1.00 838 115 375 16 FALSE 5.04
colorectal cancer KRAS_12-61 CBLB Any amplification 567 52 0.23 -0.33 0.76 1395.54 1.00 903 543 28 24 FALSE 0.40
non-small cell lung cancer KRAS_12-61 CBLB Any amplification 792 174 -1.36 -1.82 -0.91 1444.69 1.00 1548 773 155 19 FALSE 8.08
ovarian cancer KRAS_12-61 CBLB Any amplification 86 121 -0.63 -1.42 0.05 1235.79 1.00 623 78 113 8 FALSE 1.05
non-small cell lung cancer KRAS_12-61 CDK1 Any amplification 532 53 0.05 -0.50 0.57 1675.34 1.00 1150 515 36 17 FALSE 0.07
uterine cancer KRAS_12-61 CDK1 Any amplification 81 65 0.49 -0.18 1.15 1475.93 1.00 374 66 50 15 FALSE 0.89
ovarian cancer KRAS_12-61 CDK1 Any amplification 64 53 0.47 -0.26 1.16 1434.25 1.00 469 55 44 9 FALSE 0.69
colorectal cancer KRAS_12-61 CRTC1 Any amplification 567 64 0.05 -0.45 0.54 1551.53 1.00 893 541 38 26 FALSE 0.08
non-small cell lung cancer KRAS_12-61 CRTC1 Any amplification 792 51 -1.23 -2.11 -0.48 1488.81 1.00 1658 786 45 6 FALSE 2.42
ovarian cancer KRAS_12-61 CRTC1 Any amplification 86 137 -0.75 -1.55 -0.06 1415.20 1.00 607 78 129 8 FALSE 1.34
colorectal cancer KRAS_12-61 CUX1 Any amplification 567 373 -0.07 -0.32 0.18 1393.89 1.00 695 430 236 137 FALSE 0.23
cancer of unknown primary KRAS_12-61 CUX1 Any amplification 111 100 -0.14 -0.67 0.38 1419.23 1.00 396 93 82 18 FALSE 0.22
non-small cell lung cancer KRAS_12-61 CUX1 Any amplification 792 378 -0.78 -1.07 -0.50 1567.56 1.00 1397 720 306 72 FALSE 7.43
pancreatic cancer KRAS_12-61 CUX1 Any amplification 374 68 -1.44 -1.96 -0.93 1438.24 1.00 116 348 42 26 FALSE 7.52
uterine cancer KRAS_12-61 CUX1 Any amplification 119 51 -0.17 -0.91 0.55 1577.39 1.00 583 111 43 8 FALSE 0.19
ovarian cancer KRAS_12-61 CUX1 Any amplification 86 100 -0.44 -1.16 0.23 1576.73 1.00 644 78 92 8 FALSE 0.64
colorectal cancer KRAS_12-61 DDB2 Any amplification 567 52 -0.33 -0.82 0.15 1609.74 1.00 896 550 35 17 TRUE 0.75
non-small cell lung cancer KRAS_12-61 DDB2 Any amplification 792 86 -0.42 -0.87 0.00 1501.52 1.00 1637 772 66 20 TRUE 1.21
non-small cell lung cancer KRAS_12-61 EXT2 Any amplification 792 85 -0.83 -1.44 -0.28 1418.36 1.00 1633 777 70 15 TRUE 2.33
colorectal cancer KRAS_12-61 LMO2 Any amplification 567 52 -0.10 -0.64 0.45 1321.49 1.00 900 546 31 21 FALSE 0.15
non-small cell lung cancer KRAS_12-61 LMO2 Any amplification 792 78 -0.60 -1.19 -0.09 1382.47 1.00 1639 778 64 14 FALSE 1.48
colorectal cancer KRAS_12-61 LMO3 Any amplification 305 52 0.64 0.10 1.18 1427.15 1.00 483 277 24 28 FALSE 1.83
non-small cell lung cancer KRAS_12-61 LMO3 Any amplification 532 132 0.52 0.17 0.87 1512.69 1.00 1110 476 76 56 FALSE 2.46
ovarian cancer KRAS_12-61 LMO3 Any amplification 64 88 0.06 -0.64 0.70 1494.12 1.00 435 54 78 10 FALSE 0.07
colorectal cancer KRAS_12-61 MECOM Any amplification 618 74 0.29 -0.21 0.75 1475.27 1.00 951 583 39 35 FALSE 0.64
cancer of unknown primary KRAS_12-61 MECOM Any amplification 113 122 -0.56 -1.14 -0.03 1472.78 1.00 378 97 106 16 FALSE 1.30
non-small cell lung cancer KRAS_12-61 MECOM Any amplification 809 421 -1.43 -1.76 -1.12 1610.09 1.00 1394 761 373 48 FALSE 18.40
pancreatic cancer KRAS_12-61 MECOM Any amplification 382 68 0.62 0.06 1.23 1677.92 1.00 152 326 12 56 FALSE 1.39
uterine cancer KRAS_12-61 MECOM Any amplification 121 142 -1.07 -1.76 -0.44 1517.40 1.00 492 111 132 10 FALSE 2.92
ovarian cancer KRAS_12-61 MECOM Any amplification 90 381 -1.40 -1.96 -0.89 1521.99 1.00 376 73 364 17 FALSE 6.55
colorectal cancer KRAS_12-61 MYBL1 Any amplification 567 469 -0.28 -0.50 -0.04 1516.21 1.00 618 411 313 156 FALSE 1.74
cancer of unknown primary KRAS_12-61 MYBL1 Any amplification 111 119 -0.14 -0.66 0.35 1679.21 1.00 378 90 98 21 FALSE 0.22
non-small cell lung cancer KRAS_12-61 MYBL1 Any amplification 792 406 0.44 0.23 0.65 1620.06 1.00 1461 628 242 164 FALSE 4.20
pancreatic cancer KRAS_12-61 MYBL1 Any amplification 374 68 -0.09 -0.62 0.45 1390.58 1.00 137 327 21 47 FALSE 0.13
uterine cancer KRAS_12-61 MYBL1 Any amplification 119 120 -0.57 -1.21 0.03 1414.03 1.00 513 107 108 12 FALSE 1.23
ovarian cancer KRAS_12-61 MYBL1 Any amplification 86 223 -0.14 -0.64 0.33 1595.06 1.00 535 64 201 22 FALSE 0.24
colorectal cancer KRAS_12-61 NFKBIZ Any amplification 567 80 0.22 -0.23 0.67 1462.10 1.00 887 531 44 36 FALSE 0.48
non-small cell lung cancer KRAS_12-61 NFKBIZ Any amplification 792 198 -0.99 -1.39 -0.62 1478.39 1.00 1535 762 168 30 FALSE 6.15
ovarian cancer KRAS_12-61 NFKBIZ Any amplification 86 118 -0.57 -1.30 0.12 1433.99 1.00 626 78 110 8 FALSE 0.94
colorectal cancer KRAS_12-61 RBL2 Any amplification 305 64 -0.01 -0.54 0.50 1388.92 1.00 468 280 39 25 FALSE 0.01
non-small cell lung cancer KRAS_12-61 RBL2 Any amplification 532 55 -1.03 -1.88 -0.37 1466.26 1.00 1138 525 48 7 FALSE 2.11
colorectal cancer KRAS_12-61 RHPN2 Any amplification 305 71 -0.17 -0.68 0.30 1449.41 1.00 462 279 45 26 FALSE 0.31
non-small cell lung cancer KRAS_12-61 RHPN2 Any amplification 532 146 -0.88 -1.30 -0.50 1499.11 1.00 1064 508 122 24 FALSE 4.35
uterine cancer KRAS_12-61 RHPN2 Any amplification 81 63 -0.88 -1.75 -0.09 1541.65 1.00 366 76 58 5 FALSE 1.46
ovarian cancer KRAS_12-61 RHPN2 Any amplification 64 133 -0.93 -1.65 -0.28 1368.97 1.00 387 57 126 7 FALSE 2.05
colorectal cancer KRAS_12-61 SBDS Any amplification 567 370 -0.10 -0.33 0.14 1120.25 1.00 695 433 236 134 TRUE 0.40
cancer of unknown primary KRAS_12-61 SBDS Any amplification 111 94 -0.40 -0.95 0.16 1520.06 1.00 398 97 80 14 TRUE 0.76
non-small cell lung cancer KRAS_12-61 SBDS Any amplification 792 346 -0.68 -0.95 -0.40 1467.20 1.00 1428 721 275 71 TRUE 5.65
pancreatic cancer KRAS_12-61 SBDS Any amplification 374 61 -1.44 -2.00 -0.90 1364.37 1.00 120 351 38 23 TRUE 6.67
ovarian cancer KRAS_12-61 SBDS Any amplification 86 75 -0.46 -1.26 0.31 1496.34 1.00 667 80 69 6 TRUE 0.59
non-small cell lung cancer KRAS_12-61 STAG1 Any amplification 532 177 -1.32 -1.78 -0.87 1281.19 1.00 1030 511 156 21 FALSE 7.69
ovarian cancer KRAS_12-61 STAG1 Any amplification 64 140 -1.00 -1.76 -0.32 1403.03 1.00 381 56 132 8 FALSE 2.12
colorectal cancer KRAS_12-61 STAT6 Any amplification 567 68 0.65 0.17 1.11 1590.14 1.00 900 530 31 37 FALSE 2.11
cancer of unknown primary KRAS_12-61 STAT6 Any amplification 111 55 0.86 0.27 1.43 1292.08 1.00 443 92 36 19 FALSE 2.40
non-small cell lung cancer KRAS_12-61 STAT6 Any amplification 792 124 -0.09 -0.48 0.28 1687.87 1.00 1616 755 87 37 FALSE 0.18
pancreatic cancer KRAS_12-61 STAT6 Any amplification 374 54 -0.96 -1.50 -0.43 1443.38 1.00 129 349 29 25 FALSE 3.10
ovarian cancer KRAS_12-61 STAT6 Any amplification 86 77 0.83 0.23 1.41 1288.49 1.00 675 70 61 16 FALSE 2.24
ovarian cancer KRAS_12-61 ZNF708 Any amplification 64 52 -1.41 -3.27 -0.17 712.48 1.01 463 62 50 2 FALSE 1.08
non-small cell lung cancer KRAS_12-61 KCNIP1 Any amplification 390 88 -0.46 -0.99 0.05 1379.55 1.00 757 369 67 21 FALSE 1.08
colorectal cancer KRAS_12-61 SLITRK6 Any amplification 246 299 0.01 -0.28 0.33 1564.52 1.00 217 132 185 114 FALSE 0.02
non-small cell lung cancer KRAS_12-61 SQSTM1 Any amplification 390 95 -0.51 -1.02 0.00 1396.26 1.00 751 368 73 22 FALSE 1.30
ovarian cancer KRAS_12-61 BABAM1 Any amplification 59 57 -2.20 -5.04 -0.32 1067.46 1.00 590 58 56 1 FALSE 1.18
colorectal cancer KRAS_12-61 LIG4 Any amplification 262 315 0.14 -0.13 0.45 1257.54 1.00 235 136 189 126 FALSE 0.47
non-small cell lung cancer KRAS_12-61 MBD4 Any amplification 260 72 -1.40 -2.15 -0.68 1383.50 1.00 454 251 63 9 FALSE 3.59
non-small cell lung cancer KRAS_12-61 POLQ Any amplification 260 69 -1.34 -2.08 -0.65 1339.04 1.00 457 251 60 9 FALSE 3.69
non-small cell lung cancer KRAS_12-61 TOPBP1 Any amplification 260 77 -1.37 -2.16 -0.72 1109.61 1.00 450 250 67 10 FALSE 3.68
colorectal cancer KRAS_12-61 CDKN1A Any amplification 1563 81 -0.51 -0.99 -0.04 1499.39 1.00 2386 1540 58 23 FALSE 1.46
non-small cell lung cancer KRAS_12-61 CDKN1A Any amplification 1882 156 -0.40 -0.77 -0.02 1465.91 1.00 4405 1847 121 35 FALSE 1.44
ovarian cancer KRAS_12-61 CDKN1A Any amplification 157 99 -0.57 -1.43 0.17 1406.52 1.00 1340 151 93 6 FALSE 0.83
colorectal cancer KRAS_12-61 FANCE Any amplification 715 75 -0.61 -1.11 -0.12 1596.94 1.00 1067 695 55 20 FALSE 1.68
non-small cell lung cancer KRAS_12-61 FANCE Any amplification 841 143 -0.49 -0.90 -0.11 1449.12 1.00 1760 809 111 32 FALSE 1.82
ovarian cancer KRAS_12-61 FANCE Any amplification 97 88 -0.73 -1.54 0.00 1289.48 1.00 737 92 83 5 FALSE 1.15
colorectal cancer KRAS_12-61 PMS2 Any amplification 1590 512 -0.33 -0.52 -0.14 1437.51 1.00 2139 1425 347 165 TRUE 3.18
cancer of unknown primary KRAS_12-61 PMS2 Any amplification 277 117 -0.05 -0.52 0.40 1524.56 1.00 1047 254 94 23 TRUE 0.07
non-small cell lung cancer KRAS_12-61 PMS2 Any amplification 1891 576 -0.54 -0.75 -0.32 1618.11 1.00 4103 1775 460 116 TRUE 6.45
pancreatic cancer KRAS_12-61 PMS2 Any amplification 1578 88 -0.92 -1.33 -0.48 1278.23 1.00 486 1530 40 48 TRUE 4.70
ovarian cancer KRAS_12-61 PMS2 Any amplification 160 54 -0.05 -0.92 0.76 1609.06 1.00 1415 154 48 6 TRUE 0.04
colorectal cancer KRAS_12-61 RAD51D Any amplification 1285 53 -0.26 -0.85 0.32 1157.73 1.00 1944 1267 35 18 FALSE 0.42
colorectal cancer KRAS_12-61 FUS Any amplification 567 135 -0.37 -0.72 0.01 1548.09 1.00 840 523 91 44 FALSE 1.32
non-small cell lung cancer KRAS_12-61 FUS Any amplification 792 208 -0.74 -1.11 -0.39 1409.82 1.00 1532 755 171 37 FALSE 4.33
colorectal cancer KRAS_12-61 IKZF3 Any amplification 356 66 -0.59 -1.10 -0.12 1435.70 1.00 516 340 50 16 FALSE 1.70
non-small cell lung cancer KRAS_12-61 IKZF3 Any amplification 549 142 -0.36 -0.76 0.01 1509.38 1.00 1144 513 106 36 FALSE 1.16
colorectal cancer NRAS_12-61 BRIP1 Any amplification 172 92 -0.02 -1.08 0.86 1476.51 1.00 3814 168 88 4 TRUE 0.02
melanoma NRAS_12-61 BRIP1 Any amplification 378 82 0.39 -0.10 0.88 1519.02 1.00 1133 352 56 26 TRUE 0.97
colorectal cancer NRAS_12-61 CCND1 Any amplification 172 81 0.27 -0.75 1.12 1448.03 1.00 3828 167 76 5 TRUE 0.24
melanoma NRAS_12-61 CCND1 Any amplification 378 105 -0.12 -0.63 0.34 1280.40 1.00 1115 355 82 23 TRUE 0.21
colorectal cancer NRAS_12-61 CD274 Any amplification 168 112 0.68 -0.07 1.33 1398.49 1.00 3736 159 103 9 FALSE 1.27
colorectal cancer NRAS_12-61 CD79B Any amplification 172 92 -0.32 -1.53 0.68 1482.40 1.00 3813 169 89 3 FALSE 0.24
melanoma NRAS_12-61 CD79B Any amplification 378 64 0.43 -0.13 0.94 1372.97 1.00 1148 357 43 21 FALSE 0.91
colorectal cancer NRAS_12-61 CDKN1B Any amplification 172 149 -0.34 -1.34 0.47 1174.76 1.00 3760 167 144 5 TRUE 0.33
melanoma NRAS_12-61 CHEK2 Any amplification 378 52 0.10 -0.49 0.74 482.08 1.01 1159 364 38 14 TRUE 0.13
colorectal cancer NRAS_12-61 CRKL Any amplification 172 54 -0.93 -2.98 0.55 1593.19 1.00 3849 171 53 1 FALSE 0.50
melanoma NRAS_12-61 CRKL Any amplification 378 98 -0.12 -0.64 0.35 1671.42 1.00 1115 356 76 22 FALSE 0.19
colorectal cancer NRAS_12-61 ERCC2 Any amplification 172 100 -0.20 -1.43 0.76 1181.81 1.00 3808 168 96 4 TRUE 0.15
colorectal cancer NRAS_12-61 ETV6 Any amplification 172 139 -0.25 -1.18 0.62 1317.29 1.00 3768 167 134 5 FALSE 0.24
melanoma NRAS_12-61 FAM46C Any amplification 378 54 1.11 0.57 1.62 1445.91 1.00 1161 352 28 26 FALSE 4.30
colorectal cancer NRAS_12-61 IDH2 Any amplification 172 64 -0.93 -2.94 0.43 1518.77 1.00 3858 171 63 1 TRUE 0.54
melanoma NRAS_12-61 IDH2 Any amplification 378 55 0.31 -0.31 0.86 1504.87 1.00 1161 361 38 17 TRUE 0.53
colorectal cancer NRAS_12-61 JAK2 Any amplification 172 112 0.66 -0.13 1.32 787.70 1.01 3818 163 103 9 TRUE 1.11
colorectal cancer NRAS_12-61 KRAS Any amplification 172 148 -1.42 -3.36 -0.13 510.74 1.01 3775 170 146 2 TRUE 1.11
melanoma NRAS_12-61 MAPK1 Any amplification 332 80 0.27 -0.22 0.75 1188.83 1.00 972 308 56 24 FALSE 0.58
colorectal cancer NRAS_12-61 MEF2B Any amplification 172 55 -1.35 -4.38 0.39 1190.86 1.00 3848 171 54 1 FALSE 0.57
melanoma NRAS_12-61 NF2 Any amplification 378 54 0.17 -0.50 0.79 1279.59 1.00 1158 363 39 15 TRUE 0.22
thyroid cancer NRAS_12-61 NKX2-1 Any amplification 111 63 0.34 -0.39 1.01 1032.37 1.00 684 100 52 11 TRUE 0.47
melanoma NRAS_12-61 NRAS Any amplification 378 52 1.61 1.02 2.20 1069.40 1.00 1178 347 21 31 TRUE 7.23
colorectal cancer NRAS_12-61 NTRK2 Any amplification 172 66 0.26 -0.85 1.20 477.05 1.00 3842 168 62 4 FALSE 0.19
colorectal cancer NRAS_12-61 PRDM1 Any amplification 172 67 0.28 -1.00 1.20 255.89 1.01 3839 168 63 4 FALSE 0.20
colorectal cancer NRAS_12-61 PRKAR1A Any amplification 172 95 -0.32 -1.51 0.69 1477.02 1.00 3810 169 92 3 TRUE 0.25
melanoma NRAS_12-61 PRKAR1A Any amplification 378 79 0.44 -0.04 0.92 1561.25 1.00 1136 352 53 26 TRUE 1.11
colorectal cancer NRAS_12-61 RARA Any amplification 172 141 -0.88 -2.28 0.19 990.44 1.00 3764 169 138 3 FALSE 0.78
melanoma NRAS_12-61 SMARCB1 Any amplification 378 68 0.20 -0.34 0.70 1324.30 1.00 1150 359 49 19 TRUE 0.33
colorectal cancer NRAS_12-61 SRSF2 Any amplification 148 92 -0.68 -2.10 0.45 1464.07 1.00 3288 146 90 2 FALSE 0.51
melanoma NRAS_12-61 SRSF2 Any amplification 321 73 0.46 -0.06 0.92 1498.93 1.00 920 296 48 25 FALSE 1.13
colorectal cancer NRAS_12-61 STAT3 Any amplification 164 96 -1.91 -4.65 -0.14 1346.92 1.00 3541 163 95 1 FALSE 1.03
colorectal cancer NRAS_12-61 SUZ12 Any amplification 152 107 -1.99 -4.98 -0.18 1386.31 1.00 3477 151 106 1 FALSE 0.98
colorectal cancer NRAS_12-61 ETV4 Any amplification 88 154 -0.65 -1.70 0.24 1519.46 1.00 1599 84 150 4 FALSE 0.71
melanoma NRAS_12-61 ETV4 Any amplification 164 70 0.66 0.14 1.18 1472.01 1.00 438 137 43 27 FALSE 1.93
melanoma NRAS_12-61 EWSR1 Any amplification 164 61 0.22 -0.41 0.77 1187.22 1.00 438 146 43 18 TRUE 0.34
colorectal cancer NRAS_12-61 KAT6A Any amplification 55 157 0.02 -0.77 0.72 1279.02 1.00 822 46 148 9 FALSE 0.02
colorectal cancer NRAS_12-61 GATA4 Any amplification 84 58 -0.58 -2.42 0.72 1135.11 1.00 1630 82 56 2 FALSE 0.31
colorectal cancer NRAS_12-61 GATA6 Any amplification 84 78 -0.89 -2.60 0.40 1371.58 1.00 1610 82 76 2 FALSE 0.64
colorectal cancer NRAS_12-61 PDCD1LG2 Any amplification 130 109 0.64 -0.13 1.33 1238.73 1.00 2672 121 100 9 FALSE 1.09
colorectal cancer NRAS_12-61 BCL2L12 Any amplification 68 99 -0.24 -1.42 0.75 1431.81 1.00 1335 64 95 4 FALSE 0.18
colorectal cancer NRAS_12-61 CIITA Any amplification 68 78 -1.78 -4.70 0.04 1080.41 1.00 1353 67 77 1 FALSE 0.87
colorectal cancer NRAS_12-61 WRN Any amplification 68 65 0.22 -1.02 1.22 1315.24 1.00 1369 64 61 4 TRUE 0.16
colorectal cancer NRAS_12-61 PARK2 Any amplification 171 51 0.53 -0.63 1.51 1055.04 1.00 3810 167 47 4 FALSE 0.46
colorectal cancer NRAS_12-61 WHSC1L1 Any amplification 86 140 0.25 -0.58 0.93 1329.41 1.00 1710 78 132 8 FALSE 0.28
colorectal cancer NRAS_12-61 FANCC Any amplification 172 71 0.25 -0.84 1.10 368.12 1.02 3835 168 67 4 TRUE 0.23
colorectal cancer NRAS_12-61 PAX5 Any amplification 172 118 0.60 -0.13 1.27 1255.46 1.00 3793 163 109 9 TRUE 1.06
colorectal cancer NRAS_12-61 TNFAIP3 Any amplification 172 75 0.12 -1.12 1.09 1244.56 1.00 3831 168 71 4 TRUE 0.08
colorectal cancer NRAS_12-61 MYB Any amplification 84 89 -0.18 -1.29 0.75 1237.34 1.00 1601 80 85 4 FALSE 0.13
colorectal cancer NRAS_12-61 FANCG Any amplification 88 120 0.30 -0.57 1.02 825.07 1.00 1637 80 112 8 TRUE 0.34
colorectal cancer NRAS_12-61 CYLD Any amplification 130 124 -0.47 -1.74 0.48 1086.57 1.00 2652 126 120 4 FALSE 0.40
colorectal cancer NRAS_12-61 XPA Any amplification 68 76 0.36 -0.68 1.37 1432.18 1.00 1359 63 71 5 TRUE 0.31
non-small cell lung cancer RAS_12 AKT1 Any amplification 1692 177 -1.00 -1.48 -0.56 1515.52 1.00 4673 1671 156 21 TRUE 4.70
ovarian cancer RAS_12 AKT1 Any amplification 149 76 -1.03 -2.22 -0.05 1353.93 1.00 1401 146 73 3 TRUE 1.25
uterine cancer RAS_12 BMPR1A Any amplification 242 76 0.55 -0.09 1.11 735.00 1.00 1524 226 60 16 TRUE 1.19
non-small cell lung cancer RAS_12 CBL Any amplification 1668 118 -0.44 -0.92 0.01 1051.11 1.00 4690 1646 96 22 TRUE 1.19
colorectal cancer RAS_12 CD274 Any amplification 1241 112 -0.02 -0.42 0.36 1501.48 1.00 2689 1206 77 35 FALSE 0.04
non-small cell lung cancer RAS_12 CD274 Any amplification 1658 125 -0.03 -0.43 0.39 1233.41 1.00 4658 1625 92 33 FALSE 0.05
ovarian cancer RAS_12 CD274 Any amplification 146 63 -1.15 -2.85 -0.11 1494.48 1.00 1382 145 62 1 FALSE 1.00
colorectal cancer RAS_12 CD79B Any amplification 1262 92 -0.72 -1.24 -0.25 1352.88 1.00 2736 1246 76 16 FALSE 2.39
cancer of unknown primary RAS_12 CD79B Any amplification 238 64 -0.60 -1.31 0.04 1464.16 1.00 1120 232 58 6 FALSE 1.08
non-small cell lung cancer RAS_12 CD79B Any amplification 1667 224 0.07 -0.22 0.35 1442.27 1.00 4618 1604 161 63 FALSE 0.18
ovarian cancer RAS_12 CD79B Any amplification 149 60 -0.41 -1.21 0.32 1614.12 1.00 1418 145 56 4 FALSE 0.53
colorectal cancer RAS_12 CDKN1B Any amplification 1263 149 0.44 0.10 0.76 1593.72 1.00 2725 1202 88 61 TRUE 1.99
cancer of unknown primary RAS_12 CDKN1B Any amplification 238 70 0.65 0.09 1.13 1456.17 1.00 1130 218 50 20 TRUE 1.87
non-small cell lung cancer RAS_12 CDKN1B Any amplification 1668 196 0.38 0.09 0.67 1529.36 1.00 4656 1602 130 66 TRUE 1.94
pancreatic cancer RAS_12 CDKN1B Any amplification 1440 91 -0.45 -0.86 -0.02 1442.93 1.00 625 1388 39 52 TRUE 1.43
uterine cancer RAS_12 CDKN1B Any amplification 243 68 0.12 -0.52 0.74 1688.54 1.00 1544 233 58 10 TRUE 0.14
ovarian cancer RAS_12 CDKN1B Any amplification 149 185 0.12 -0.39 0.60 1403.82 1.00 1308 130 166 19 TRUE 0.20
ovarian cancer RAS_12 CDKN2C Any amplification 149 58 -0.77 -2.08 0.35 460.78 1.01 1419 146 55 3 TRUE 0.61
non-small cell lung cancer RAS_12 CHEK2 Any amplification 1668 98 -1.56 -2.44 -0.83 1172.55 1.00 4695 1661 91 7 TRUE 3.82
colorectal cancer RAS_12 CRKL Any amplification 1262 54 -1.29 -2.15 -0.55 1421.60 1.00 2764 1256 48 6 FALSE 2.90
non-small cell lung cancer RAS_12 CRKL Any amplification 1667 192 -0.78 -1.17 -0.39 1520.88 1.00 4615 1639 164 28 FALSE 3.90
ovarian cancer RAS_12 CRKL Any amplification 149 88 -1.15 -2.27 -0.23 1520.11 1.00 1389 146 85 3 FALSE 1.59
non-small cell lung cancer RAS_12 CSF3R Any amplification 1434 80 -1.73 -2.66 -0.92 1416.56 1.00 3840 1429 75 5 FALSE 3.95
ovarian cancer RAS_12 CSF3R Any amplification 106 66 -1.02 -2.32 0.06 1379.89 1.00 1046 103 63 3 FALSE 1.01
colorectal cancer RAS_12 ERCC2 Any amplification 1263 100 0.02 -0.38 0.42 1443.13 1.00 2745 1231 68 32 TRUE 0.03
cancer of unknown primary RAS_12 ERCC2 Any amplification 238 64 0.34 -0.24 0.90 1432.12 1.00 1130 223 49 15 TRUE 0.62
non-small cell lung cancer RAS_12 ERCC2 Any amplification 1668 171 -0.06 -0.41 0.28 1425.91 1.00 4658 1625 128 43 TRUE 0.12
pancreatic cancer RAS_12 ERCC2 Any amplification 1440 77 -0.25 -0.70 0.21 1437.41 1.00 634 1392 29 48 TRUE 0.57
uterine cancer RAS_12 ERCC2 Any amplification 243 56 -0.56 -1.43 0.22 1566.33 1.00 1548 239 52 4 TRUE 0.73
ovarian cancer RAS_12 ERCC2 Any amplification 149 78 -0.08 -0.85 0.60 1298.38 1.00 1403 142 71 7 TRUE 0.08
non-small cell lung cancer RAS_12 ERG Any amplification 1547 104 -0.64 -1.18 -0.16 1728.02 1.00 4308 1530 87 17 FALSE 1.83
ovarian cancer RAS_12 ERG Any amplification 127 56 -0.70 -1.91 0.30 1513.44 1.00 1223 124 53 3 FALSE 0.67
colorectal cancer RAS_12 ETV6 Any amplification 1262 139 0.39 0.06 0.72 1383.66 1.00 2729 1206 83 56 FALSE 1.70
cancer of unknown primary RAS_12 ETV6 Any amplification 238 75 0.63 0.13 1.12 1334.74 1.00 1124 217 54 21 FALSE 1.87
non-small cell lung cancer RAS_12 ETV6 Any amplification 1667 187 0.28 -0.03 0.59 1590.60 1.00 4651 1608 128 59 FALSE 1.07
pancreatic cancer RAS_12 ETV6 Any amplification 1435 90 -0.46 -0.86 -0.04 1688.10 1.00 624 1384 39 51 FALSE 1.51
uterine cancer RAS_12 ETV6 Any amplification 243 62 0.19 -0.53 0.80 1509.38 1.00 1549 233 52 10 FALSE 0.24
ovarian cancer RAS_12 ETV6 Any amplification 149 176 0.05 -0.47 0.52 1508.44 1.00 1315 132 159 17 FALSE 0.07
non-small cell lung cancer RAS_12 FAM46C Any amplification 1667 62 -1.89 -3.08 -0.93 1580.28 1.00 4720 1664 59 3 FALSE 3.13
ovarian cancer RAS_12 FAM46C Any amplification 149 51 -0.85 -2.22 0.30 1409.08 1.00 1426 146 48 3 FALSE 0.74
cancer of unknown primary RAS_12 FOXA1 Any amplification 174 60 -1.03 -2.22 -0.19 1533.89 1.00 844 171 57 3 FALSE 1.30
non-small cell lung cancer RAS_12 FOXA1 Any amplification 1151 321 -0.17 -0.46 0.11 1488.85 1.00 3113 1077 247 74 FALSE 0.65
non-small cell lung cancer RAS_12 H3F3B Any amplification 1084 91 0.32 -0.18 0.75 590.80 1.00 2990 1054 61 30 TRUE 0.78
non-small cell lung cancer RAS_12 ID3 Any amplification 1554 61 -1.28 -2.25 -0.49 1148.29 1.00 4244 1548 55 6 FALSE 2.51
colorectal cancer RAS_12 IDH2 Any amplification 1267 64 -0.51 -1.10 0.03 1546.81 1.00 2776 1253 50 14 TRUE 1.09
non-small cell lung cancer RAS_12 IDH2 Any amplification 1692 96 -0.18 -0.66 0.27 1445.23 1.00 4756 1669 73 23 TRUE 0.34
ovarian cancer RAS_12 IDH2 Any amplification 149 78 -0.84 -1.89 0.01 1541.85 1.00 1399 146 75 3 TRUE 1.05
colorectal cancer RAS_12 KRAS Any amplification 1267 148 0.03 -0.32 0.36 1479.53 1.00 2724 1221 102 46 TRUE 0.05
cancer of unknown primary RAS_12 KRAS Any amplification 239 107 1.01 0.60 1.42 1483.45 1.00 1110 202 70 37 TRUE 5.76
non-small cell lung cancer RAS_12 KRAS Any amplification 1692 334 0.81 0.58 1.04 1402.24 1.00 4639 1548 190 144 TRUE 11.76
pancreatic cancer RAS_12 KRAS Any amplification 1440 135 0.20 -0.16 0.57 1466.36 1.00 626 1343 38 97 TRUE 0.54
uterine cancer RAS_12 KRAS Any amplification 243 77 0.21 -0.43 0.80 1336.10 1.00 1537 231 65 12 TRUE 0.31
ovarian cancer RAS_12 KRAS Any amplification 149 198 0.34 -0.09 0.77 1451.71 1.00 1300 125 174 24 TRUE 0.90
non-small cell lung cancer RAS_12 MAP2K1 Any amplification 1668 68 -0.34 -0.96 0.26 1210.57 1.00 4732 1654 54 14 TRUE 0.59
non-small cell lung cancer RAS_12 MAPK1 Any amplification 1622 140 -0.92 -1.40 -0.45 1371.99 1.00 4493 1604 122 18 FALSE 3.57
ovarian cancer RAS_12 MAPK1 Any amplification 138 70 -0.96 -2.10 0.01 1470.54 1.00 1323 135 67 3 FALSE 1.10
colorectal cancer RAS_12 MEF2B Any amplification 1262 55 0.08 -0.49 0.63 1482.50 1.00 2776 1243 36 19 FALSE 0.11
non-small cell lung cancer RAS_12 MEF2B Any amplification 1667 58 -0.79 -1.55 -0.11 1516.18 1.00 4729 1659 50 8 FALSE 1.53
ovarian cancer RAS_12 MEF2B Any amplification 149 123 -0.91 -1.82 -0.10 1390.33 1.00 1356 144 118 5 FALSE 1.37
non-small cell lung cancer RAS_12 MPL Any amplification 1691 84 -0.91 -1.56 -0.32 1290.42 1.00 4749 1680 73 11 TRUE 2.37
ovarian cancer RAS_12 MPL Any amplification 149 91 -0.92 -2.04 -0.04 1431.28 1.00 1387 145 87 4 TRUE 1.17
non-small cell lung cancer RAS_12 MUTYH Any amplification 1667 68 -1.34 -2.19 -0.61 1587.77 1.00 4717 1661 62 6 TRUE 2.97
ovarian cancer RAS_12 MUTYH Any amplification 149 61 -1.32 -2.72 -0.12 1504.05 1.00 1415 147 59 2 TRUE 1.29
non-small cell lung cancer RAS_12 NF2 Any amplification 1668 93 -1.47 -2.25 -0.79 1346.87 1.00 4700 1661 86 7 TRUE 3.94
ovarian cancer RAS_12 NF2 Any amplification 149 60 -0.94 -2.19 0.12 1541.05 1.00 1417 146 57 3 TRUE 0.95
non-small cell lung cancer RAS_12 NFKBIA Any amplification 1600 516 0.01 -0.18 0.22 1700.12 1.00 4092 1462 378 138 FALSE 0.05
ovarian cancer RAS_12 NFKBIA Any amplification 139 66 -0.71 -1.96 0.22 1452.88 1.00 1328 136 63 3 FALSE 0.69
non-small cell lung cancer RAS_12 NPM1 Any amplification 1691 207 -0.45 -0.83 -0.10 1310.31 1.00 4654 1652 168 39 FALSE 1.83
pancreatic cancer RAS_12 NPM1 Any amplification 1435 51 -1.37 -1.96 -0.80 1375.64 1.00 630 1417 33 18 FALSE 5.50
ovarian cancer RAS_12 NPM1 Any amplification 149 72 -0.10 -0.93 0.64 1473.44 1.00 1409 142 65 7 FALSE 0.09
ovarian cancer RAS_12 NRAS Any amplification 149 55 -0.39 -1.59 0.61 1430.75 1.00 1423 145 51 4 TRUE 0.32
non-small cell lung cancer RAS_12 PHOX2B Any amplification 1621 97 -0.16 -0.62 0.32 185.84 1.01 4534 1598 74 23 TRUE 0.28
non-small cell lung cancer RAS_12 PPM1D Any amplification 1084 78 0.42 -0.13 0.79 12.40 1.11 2999 1058 52 26 FALSE 1.10
colorectal cancer RAS_12 PRDM1 Any amplification 1262 67 0.12 -0.44 0.63 1274.95 1.00 2769 1238 43 24 FALSE 0.17
non-small cell lung cancer RAS_12 PRDM1 Any amplification 1667 69 -1.28 -2.28 -0.50 1438.91 1.00 4715 1662 64 5 FALSE 2.39
colorectal cancer RAS_12 PRKAR1A Any amplification 1262 95 -0.84 -1.40 -0.39 1434.12 1.00 2732 1247 80 15 TRUE 2.93
cancer of unknown primary RAS_12 PRKAR1A Any amplification 238 73 -0.76 -1.56 -0.10 1331.43 1.00 1110 232 67 6 TRUE 1.37
non-small cell lung cancer RAS_12 PRKAR1A Any amplification 1667 288 0.17 -0.10 0.44 1427.25 1.00 4577 1581 202 86 TRUE 0.66
ovarian cancer RAS_12 PRKAR1A Any amplification 149 75 -0.61 -1.52 0.17 1384.06 1.00 1403 145 71 4 TRUE 0.83
non-small cell lung cancer RAS_12 RAD51C Any amplification 1198 77 0.28 -0.24 0.75 975.47 1.00 3485 1174 53 24 TRUE 0.58
colorectal cancer RAS_12 RARA Any amplification 1262 141 -0.80 -1.22 -0.36 1494.86 1.00 2695 1238 117 24 FALSE 3.60
cancer of unknown primary RAS_12 RARA Any amplification 238 52 -0.25 -0.95 0.44 1542.78 1.00 1134 230 44 8 FALSE 0.30
non-small cell lung cancer RAS_12 RARA Any amplification 1667 192 0.00 -0.32 0.32 1498.70 1.00 4638 1616 141 51 FALSE 0.00
pancreatic cancer RAS_12 RARA Any amplification 1435 65 -1.01 -1.47 -0.55 1222.02 1.00 626 1407 37 28 FALSE 4.40
non-small cell lung cancer RAS_12 RUNX1 Any amplification 1667 134 -0.12 -0.49 0.27 1549.43 1.00 4677 1635 102 32 TRUE 0.27
ovarian cancer RAS_12 RUNX1 Any amplification 149 67 -0.50 -1.54 0.34 1322.02 1.00 1411 145 63 4 TRUE 0.50
non-small cell lung cancer RAS_12 SDHAF2 Any amplification 1621 84 -0.21 -0.74 0.30 1431.38 1.00 4543 1602 65 19 TRUE 0.38
non-small cell lung cancer RAS_12 SDHB Any amplification 1658 65 -2.15 -3.52 -1.04 1424.99 1.00 4688 1655 62 3 FALSE 3.12
non-small cell lung cancer RAS_12 SDHD Any amplification 1658 102 -0.52 -1.07 -0.01 1439.49 1.00 4666 1640 84 18 FALSE 1.33
non-small cell lung cancer RAS_12 SMARCB1 Any amplification 1692 117 -0.83 -1.36 -0.31 1448.24 1.00 4728 1676 101 16 TRUE 2.77
ovarian cancer RAS_12 SMARCB1 Any amplification 149 54 -0.72 -1.89 0.23 1549.21 1.00 1423 146 51 3 TRUE 0.73
colorectal cancer RAS_12 SRSF2 Any amplification 1082 92 -0.65 -1.14 -0.17 1437.17 1.00 2369 1065 75 17 FALSE 2.07
cancer of unknown primary RAS_12 SRSF2 Any amplification 221 76 -0.41 -1.04 0.18 1619.63 1.00 1025 212 67 9 FALSE 0.72
non-small cell lung cancer RAS_12 SRSF2 Any amplification 1554 224 0.19 -0.09 0.48 1512.50 1.00 4145 1484 154 70 FALSE 0.75
ovarian cancer RAS_12 SRSF2 Any amplification 128 65 -0.42 -1.32 0.35 1570.88 1.00 1246 124 61 4 FALSE 0.51
colorectal cancer RAS_12 STAT3 Any amplification 1183 96 -0.57 -1.14 -0.10 1423.62 1.00 2538 1166 79 17 FALSE 1.49
non-small cell lung cancer RAS_12 STAT3 Any amplification 1592 166 0.01 -0.34 0.37 1402.72 1.00 4329 1545 119 47 FALSE 0.03
uterine cancer RAS_12 SUFU Any amplification 243 73 0.40 -0.16 1.02 225.62 1.00 1540 229 59 14 TRUE 0.70
colorectal cancer RAS_12 SUZ12 Any amplification 1141 107 -0.49 -1.01 -0.05 1601.72 1.00 2507 1121 87 20 FALSE 1.35
non-small cell lung cancer RAS_12 SUZ12 Any amplification 1621 172 -0.06 -0.40 0.31 1505.60 1.00 4482 1575 126 46 FALSE 0.13
non-small cell lung cancer RAS_12 TMPRSS2 Any amplification 1547 86 -0.46 -1.07 0.09 1084.18 1.00 4325 1531 70 16 FALSE 0.92
non-small cell lung cancer RAS_12 YAP1 Any amplification 1151 88 -0.04 -0.56 0.43 1442.83 1.00 3294 1129 66 22 FALSE 0.05
colorectal cancer RAS_12 ETV4 Any amplification 579 154 -0.16 -0.50 0.18 1544.02 1.00 1148 535 110 44 FALSE 0.42
non-small cell lung cancer RAS_12 ETV4 Any amplification 750 184 -0.01 -0.35 0.30 1513.81 1.00 1829 699 133 51 FALSE 0.03
pancreatic cancer RAS_12 ETV4 Any amplification 391 56 -1.04 -1.61 -0.49 1571.63 1.00 195 370 35 21 FALSE 3.38
ovarian cancer RAS_12 ETV4 Any amplification 87 70 0.81 0.18 1.42 1307.84 1.00 774 73 56 14 FALSE 1.96
non-small cell lung cancer RAS_12 EWSR1 Any amplification 750 92 -1.80 -2.75 -1.04 1485.68 1.00 1876 744 86 6 TRUE 4.46
non-small cell lung cancer RAS_12 FANCM Any amplification 280 93 -0.72 -1.27 -0.16 1444.63 1.00 637 264 77 16 TRUE 1.91
colorectal cancer RAS_12 KAT6A Any amplification 339 157 -0.16 -0.53 0.18 1306.92 1.00 575 293 111 46 FALSE 0.43
non-small cell lung cancer RAS_12 KAT6A Any amplification 280 99 -0.07 -0.51 0.35 1523.67 1.00 643 252 71 28 FALSE 0.13
non-small cell lung cancer RAS_12 MYCL Any amplification 1668 130 -1.21 -1.78 -0.68 1467.59 1.00 4669 1655 117 13 FALSE 4.69
uterine cancer RAS_12 MYCL Any amplification 243 51 -1.39 -2.54 -0.35 1355.69 1.00 1551 241 49 2 FALSE 1.81
ovarian cancer RAS_12 MYCL Any amplification 149 140 -1.15 -2.08 -0.35 1521.85 1.00 1339 144 135 5 FALSE 2.12
non-small cell lung cancer RAS_12 XRCC3 Any amplification 280 74 -1.46 -2.28 -0.74 1449.72 1.00 647 273 67 7 FALSE 3.62
uterine cancer RAS_12 FAS Any amplification 105 71 0.47 -0.18 1.11 776.94 1.00 612 91 57 14 FALSE 0.83
colorectal cancer RAS_12 GATA4 Any amplification 558 58 -0.29 -0.87 0.28 1592.53 1.00 1169 543 43 15 FALSE 0.51
non-small cell lung cancer RAS_12 GATA4 Any amplification 741 67 0.12 -0.37 0.59 1531.87 1.00 1888 719 45 22 FALSE 0.21
uterine cancer RAS_12 GATA4 Any amplification 105 52 -0.53 -1.46 0.28 1246.67 1.00 616 101 48 4 FALSE 0.64
colorectal cancer RAS_12 GATA6 Any amplification 558 78 0.12 -0.33 0.54 1504.84 1.00 1161 531 51 27 FALSE 0.23
cancer of unknown primary RAS_12 GATA6 Any amplification 99 65 0.73 0.12 1.30 1581.54 1.00 492 81 47 18 FALSE 1.81
non-small cell lung cancer RAS_12 GATA6 Any amplification 741 63 -0.14 -0.74 0.39 1527.29 1.00 1886 725 47 16 FALSE 0.22
pancreatic cancer RAS_12 GATA6 Any amplification 386 119 0.32 -0.09 0.76 1387.74 1.00 187 305 38 81 FALSE 0.87
ovarian cancer RAS_12 GATA6 Any amplification 84 76 -0.55 -1.56 0.27 1502.18 1.00 728 80 72 4 FALSE 0.64
colorectal cancer RAS_12 PDCD1LG2 Any amplification 909 109 -0.04 -0.43 0.37 1628.25 1.00 1918 875 75 34 FALSE 0.06
non-small cell lung cancer RAS_12 PDCD1LG2 Any amplification 1219 115 0.01 -0.39 0.41 1489.96 1.00 3274 1187 83 32 FALSE 0.02
ovarian cancer RAS_12 PDCD1LG2 Any amplification 121 61 -1.13 -2.58 -0.09 1393.92 1.00 1163 120 60 1 FALSE 1.10
colorectal cancer RAS_12 BCL2L12 Any amplification 458 99 -0.08 -0.48 0.37 1459.51 1.00 970 429 70 29 FALSE 0.14
cancer of unknown primary RAS_12 BCL2L12 Any amplification 89 53 0.50 -0.15 1.15 1341.71 1.00 458 76 40 13 FALSE 0.90
non-small cell lung cancer RAS_12 BCL2L12 Any amplification 704 119 -0.17 -0.60 0.22 1443.53 1.00 1702 674 89 30 FALSE 0.39
pancreatic cancer RAS_12 BCL2L12 Any amplification 341 55 -0.32 -0.88 0.23 1391.11 1.00 166 311 25 30 FALSE 0.58
ovarian cancer RAS_12 BCL2L12 Any amplification 76 65 -0.07 -0.89 0.64 1370.56 1.00 687 70 59 6 FALSE 0.06
colorectal cancer RAS_12 CIITA Any amplification 458 78 0.07 -0.40 0.57 1377.56 1.00 989 431 51 27 FALSE 0.10
non-small cell lung cancer RAS_12 CIITA Any amplification 704 213 -0.72 -1.11 -0.35 1346.29 1.00 1612 670 179 34 FALSE 3.72
non-small cell lung cancer RAS_12 PRAME Any amplification 470 78 -0.82 -1.43 -0.19 815.39 1.00 1182 458 66 12 FALSE 1.96
non-small cell lung cancer RAS_12 PRF1 Any amplification 704 82 0.18 -0.24 0.63 1329.35 1.00 1735 678 56 26 FALSE 0.37
uterine cancer RAS_12 PRF1 Any amplification 101 83 0.41 -0.17 0.96 1256.18 1.00 571 86 68 15 FALSE 0.79
ovarian cancer RAS_12 PRF1 Any amplification 76 51 0.78 0.10 1.44 1460.91 1.00 705 66 41 10 FALSE 1.63
ovarian cancer RAS_12 PRKCZ Any amplification 54 53 -2.45 -4.74 -0.37 37.20 1.05 471 53 52 1 FALSE 1.42
uterine cancer RAS_12 SMC3 Any amplification 101 79 0.31 -0.27 0.93 262.57 1.01 579 87 65 14 FALSE 0.50
colorectal cancer RAS_12 WRN Any amplification 458 65 0.06 -0.46 0.56 1515.42 1.00 996 437 44 21 TRUE 0.08
non-small cell lung cancer RAS_12 WRN Any amplification 704 68 -0.10 -0.65 0.42 1351.28 1.00 1741 686 50 18 TRUE 0.15
uterine cancer RAS_12 WRN Any amplification 101 55 -0.48 -1.36 0.28 1269.59 1.00 588 97 51 4 TRUE 0.59
ovarian cancer RAS_12 WRN Any amplification 76 60 0.63 -0.06 1.30 1202.53 1.00 697 65 49 11 TRUE 1.14
ovarian cancer RAS_12 SS18 Any amplification 54 54 -1.23 -3.04 0.12 1163.07 1.00 496 52 52 2 FALSE 0.89
non-small cell lung cancer RAS_12 BCL11B Any amplification 234 58 -2.32 -3.70 -1.22 1307.89 1.00 488 231 55 3 FALSE 3.55
colorectal cancer RAS_12 MCM8 Any amplification 218 237 -0.34 -0.68 0.00 1373.89 1.00 295 154 173 64 FALSE 1.34
non-small cell lung cancer RAS_12 MCM8 Any amplification 234 69 -0.70 -1.33 -0.16 1408.49 1.00 487 221 56 13 FALSE 1.67
non-small cell lung cancer RAS_12 MLH3 Any amplification 234 51 -1.29 -2.18 -0.50 1099.96 1.00 498 228 45 6 FALSE 2.64
non-small cell lung cancer RAS_12 MTA1 Any amplification 234 79 -1.37 -2.08 -0.69 1193.54 1.00 473 225 70 9 FALSE 3.66
colorectal cancer RAS_12 MTAP Any amplification 258 54 -0.06 -0.67 0.50 1223.74 1.00 501 241 37 17 FALSE 0.08
colorectal cancer RAS_12 POLB Any amplification 218 143 -0.08 -0.49 0.29 1314.10 1.00 368 175 100 43 FALSE 0.16
non-small cell lung cancer RAS_12 POLB Any amplification 234 88 -0.08 -0.52 0.38 1418.47 1.00 481 208 62 26 FALSE 0.13
non-small cell lung cancer RAS_12 RHBDF2 Any amplification 234 86 0.17 -0.31 0.64 1342.45 1.00 486 205 57 29 FALSE 0.33
non-small cell lung cancer RAS_12 SERPINA1 Any amplification 234 59 -2.02 -3.11 -1.05 296.79 1.01 488 230 55 4 FALSE 3.82
non-small cell lung cancer RAS_12 SLC34A2 Any amplification 234 69 0.14 -0.38 0.63 1149.81 1.00 497 211 46 23 FALSE 0.23
non-small cell lung cancer RAS_12 TLX3 Any amplification 234 67 -0.64 -1.30 -0.04 1485.92 1.00 489 221 54 13 FALSE 1.32
non-small cell lung cancer RAS_12 TRAF3 Any amplification 234 72 -1.74 -2.70 -0.89 846.65 1.00 477 228 66 6 FALSE 3.67
non-small cell lung cancer RAS_12 TRIM37 Any amplification 234 76 0.06 -0.48 0.56 1102.63 1.00 491 210 52 24 FALSE 0.08
non-small cell lung cancer RAS_12 UIMC1 Any amplification 251 66 -0.68 -1.35 -0.07 1095.65 1.00 553 239 54 12 FALSE 1.37
non-small cell lung cancer RAS_12 MRE11A Any amplification 1198 55 -0.13 -0.84 0.53 1349.80 1.00 3496 1185 42 13 FALSE 0.15
colorectal cancer RAS_12 WHSC1L1 Any amplification 609 140 -0.36 -0.72 0.02 1555.67 1.00 1215 573 104 36 FALSE 1.24
cancer of unknown primary RAS_12 WHSC1L1 Any amplification 138 53 -0.85 -1.79 -0.10 1370.06 1.00 707 135 50 3 FALSE 1.35
non-small cell lung cancer RAS_12 WHSC1L1 Any amplification 729 108 -0.63 -1.10 -0.18 1374.76 1.00 1941 711 90 18 FALSE 2.12
colorectal cancer RAS_12 CDK8 Any amplification 1022 453 0.09 -0.14 0.29 541.79 1.01 1936 873 304 149 FALSE 0.36
colorectal cancer RAS_12 FANCC Any amplification 1262 71 0.12 -0.40 0.59 1473.14 1.00 2765 1238 47 24 TRUE 0.19
colorectal cancer RAS_12 GNAQ Any amplification 1267 70 0.08 -0.46 0.59 1490.11 1.00 2779 1244 47 23 TRUE 0.11
colorectal cancer RAS_12 HRAS Any amplification 1267 62 0.11 -0.35 0.58 1406.37 1.00 2786 1245 40 22 TRUE 0.19
non-small cell lung cancer RAS_12 HRAS Any amplification 1692 77 -0.08 -0.54 0.34 1524.23 1.00 4770 1674 59 18 TRUE 0.13
colorectal cancer RAS_12 LMO1 Any amplification 1262 51 0.15 -0.38 0.69 1488.82 1.00 2780 1243 32 19 FALSE 0.24
non-small cell lung cancer RAS_12 LMO1 Any amplification 1667 67 -0.09 -0.61 0.38 1398.30 1.00 4727 1652 52 15 FALSE 0.14
colorectal cancer RAS_12 PAX5 Any amplification 1262 118 0.14 -0.23 0.52 1356.88 1.00 2734 1222 78 40 TRUE 0.32
non-small cell lung cancer RAS_12 PAX5 Any amplification 1667 93 -0.01 -0.44 0.40 1525.90 1.00 4710 1643 69 24 TRUE 0.01
colorectal cancer RAS_12 TNFAIP3 Any amplification 1262 75 0.17 -0.33 0.66 1600.56 1.00 2764 1235 48 27 TRUE 0.30
non-small cell lung cancer RAS_12 TNFAIP3 Any amplification 1667 56 -2.55 -4.62 -1.12 1099.11 1.00 4724 1666 55 1 TRUE 2.43
colorectal cancer RAS_12 CDKN1C Any amplification 458 54 0.07 -0.37 0.52 950.91 1.00 1005 439 35 19 FALSE 0.11
non-small cell lung cancer RAS_12 CDKN1C Any amplification 704 73 -0.07 -0.57 0.34 644.27 1.01 1736 686 55 18 FALSE 0.12
colorectal cancer RAS_12 MYB Any amplification 558 89 0.10 -0.41 0.55 1625.20 1.00 1154 527 58 31 FALSE 0.18
non-small cell lung cancer RAS_12 MYB Any amplification 741 52 -2.60 -4.75 -1.23 1421.55 1.00 1882 740 51 1 FALSE 2.44
non-small cell lung cancer RAS_12 FANCF Any amplification 750 57 -0.41 -1.07 0.22 1259.82 1.00 1917 738 45 12 TRUE 0.68
colorectal cancer RAS_12 FANCG Any amplification 579 120 0.07 -0.33 0.43 1566.31 1.00 1178 539 80 40 TRUE 0.14
non-small cell lung cancer RAS_12 FANCG Any amplification 750 88 -0.14 -0.60 0.29 1579.12 1.00 1896 728 66 22 TRUE 0.27
colorectal cancer RAS_12 CYLD Any amplification 909 124 0.02 -0.38 0.40 1525.14 1.00 1910 868 83 41 FALSE 0.03
non-small cell lung cancer RAS_12 CYLD Any amplification 1219 108 -0.73 -1.28 -0.23 1471.08 1.00 3264 1204 93 15 FALSE 2.16
colorectal cancer RAS_12 XPA Any amplification 458 76 -0.03 -0.56 0.44 884.20 1.00 987 435 53 23 TRUE 0.04
colorectal cancer RAS_12 AKT2 Any amplification 1263 145 0.07 -0.28 0.41 1591.64 1.00 2716 1215 97 48 TRUE 0.16
cancer of unknown primary RAS_12 AKT2 Any amplification 238 86 0.61 0.12 1.08 1489.62 1.00 1118 214 62 24 TRUE 1.88
non-small cell lung cancer RAS_12 AKT2 Any amplification 1668 248 -0.63 -0.97 -0.30 1370.16 1.00 4577 1629 209 39 TRUE 3.47
pancreatic cancer RAS_12 AKT2 Any amplification 1440 120 0.32 -0.06 0.70 1451.00 1.00 634 1350 30 90 TRUE 0.96
uterine cancer RAS_12 AKT2 Any amplification 243 96 -0.53 -1.21 0.11 1574.38 1.00 1514 235 88 8 TRUE 0.93
ovarian cancer RAS_12 AKT2 Any amplification 149 170 -1.11 -1.94 -0.42 1625.83 1.00 1309 144 165 5 TRUE 2.41
colorectal cancer RAS_12 BCL6 Any amplification 1262 63 0.32 -0.20 0.81 1456.27 1.00 2775 1236 37 26 FALSE 0.67
cancer of unknown primary RAS_12 BCL6 Any amplification 238 111 -0.78 -1.43 -0.20 1500.83 1.00 1077 228 101 10 FALSE 1.80
non-small cell lung cancer RAS_12 BCL6 Any amplification 1667 358 -1.49 -1.90 -1.12 1413.84 1.00 4448 1640 331 27 FALSE 12.66
pancreatic cancer RAS_12 BCL6 Any amplification 1435 52 -0.20 -0.75 0.36 1450.95 1.00 645 1401 18 34 FALSE 0.32
uterine cancer RAS_12 BCL6 Any amplification 243 93 -1.02 -1.89 -0.28 1363.98 1.00 1513 238 88 5 FALSE 1.83
ovarian cancer RAS_12 BCL6 Any amplification 149 281 -1.03 -1.67 -0.47 1566.19 1.00 1204 138 270 11 FALSE 3.14
ovarian cancer RAS_12 CALR Any amplification 74 60 -2.17 -4.93 -0.30 323.06 1.01 725 73 59 1 TRUE 1.15
colorectal cancer RAS_12 CCND2 Any amplification 1263 219 0.45 0.17 0.73 1465.31 1.00 2684 1173 129 90 FALSE 2.82
cancer of unknown primary RAS_12 CCND2 Any amplification 238 76 0.46 -0.09 0.98 1495.96 1.00 1123 219 57 19 FALSE 1.03
non-small cell lung cancer RAS_12 CCND2 Any amplification 1668 170 0.27 -0.07 0.59 1324.41 1.00 4670 1614 116 54 FALSE 0.97
pancreatic cancer RAS_12 CCND2 Any amplification 1440 90 -0.75 -1.17 -0.33 1434.20 1.00 619 1395 45 45 FALSE 3.22
ovarian cancer RAS_12 CCND2 Any amplification 149 149 -0.25 -0.89 0.32 1548.81 1.00 1336 138 138 11 FALSE 0.38
colorectal cancer RAS_12 CCNE1 Any amplification 1263 128 0.00 -0.37 0.39 1525.99 1.00 2726 1222 87 41 TRUE 0.01
cancer of unknown primary RAS_12 CCNE1 Any amplification 239 97 0.05 -0.52 0.56 1404.12 1.00 1101 221 79 18 TRUE 0.06
non-small cell lung cancer RAS_12 CCNE1 Any amplification 1668 330 -0.65 -0.95 -0.36 1411.08 1.00 4508 1616 278 52 TRUE 4.62
pancreatic cancer RAS_12 CCNE1 Any amplification 1440 93 -0.21 -0.62 0.24 1743.19 1.00 631 1380 33 60 TRUE 0.49
uterine cancer RAS_12 CCNE1 Any amplification 243 189 -0.95 -1.54 -0.39 1589.58 1.00 1424 232 178 11 TRUE 2.96
ovarian cancer RAS_12 CCNE1 Any amplification 149 347 -1.25 -1.85 -0.69 1495.93 1.00 1138 138 336 11 TRUE 4.45
colorectal cancer RAS_12 CDK6 Any amplification 1263 396 -0.06 -0.29 0.16 1492.36 1.00 2536 1144 277 119 TRUE 0.23
cancer of unknown primary RAS_12 CDK6 Any amplification 239 124 -0.47 -1.01 0.05 1525.56 1.00 1071 224 109 15 TRUE 1.09
non-small cell lung cancer RAS_12 CDK6 Any amplification 1668 416 -0.71 -1.00 -0.43 1432.20 1.00 4433 1605 353 63 TRUE 6.40
pancreatic cancer RAS_12 CDK6 Any amplification 1440 94 -1.04 -1.44 -0.67 1408.43 1.00 611 1399 53 41 TRUE 6.57
ovarian cancer RAS_12 CDK6 Any amplification 149 100 -0.57 -1.41 0.14 1345.73 1.00 1380 143 94 6 TRUE 0.83
colorectal cancer RAS_12 CEBPA Any amplification 1203 175 -0.10 -0.43 0.22 1421.09 1.00 2539 1151 123 52 TRUE 0.25
cancer of unknown primary RAS_12 CEBPA Any amplification 231 90 -0.03 -0.64 0.48 1499.42 1.00 1067 215 74 16 TRUE 0.04
non-small cell lung cancer RAS_12 CEBPA Any amplification 1600 275 -0.77 -1.12 -0.46 1629.98 1.00 4235 1560 235 40 TRUE 5.25
pancreatic cancer RAS_12 CEBPA Any amplification 1420 82 -0.14 -0.55 0.30 1386.42 1.00 614 1365 27 55 TRUE 0.27
uterine cancer RAS_12 CEBPA Any amplification 231 112 -0.71 -1.39 -0.08 1563.81 1.00 1391 223 104 8 TRUE 1.45
ovarian cancer RAS_12 CEBPA Any amplification 139 195 -1.00 -1.71 -0.35 1429.65 1.00 1203 132 188 7 TRUE 2.36
colorectal cancer RAS_12 ERCC4 Any amplification 1241 108 0.21 -0.23 0.63 1556.08 1.00 2699 1200 67 41 TRUE 0.47
non-small cell lung cancer RAS_12 ERCC4 Any amplification 1658 220 -0.53 -0.90 -0.18 1605.53 1.00 4566 1622 184 36 TRUE 2.46
colorectal cancer RAS_12 EZH2 Any amplification 1267 374 -0.05 -0.27 0.18 1490.87 1.00 2566 1153 260 114 TRUE 0.16
cancer of unknown primary RAS_12 EZH2 Any amplification 239 88 -0.68 -1.38 -0.05 1311.28 1.00 1100 230 79 9 TRUE 1.36
non-small cell lung cancer RAS_12 EZH2 Any amplification 1692 379 -0.59 -0.86 -0.33 1532.73 1.00 4514 1628 315 64 TRUE 4.64
pancreatic cancer RAS_12 EZH2 Any amplification 1440 58 -1.62 -2.16 -1.08 1557.00 1.00 623 1423 41 17 TRUE 8.28
ovarian cancer RAS_12 EZH2 Any amplification 149 159 -1.01 -1.78 -0.30 1324.71 1.00 1321 143 153 6 TRUE 2.08
non-small cell lung cancer RAS_12 GATA2 Any amplification 1198 79 -0.90 -1.62 -0.26 1287.00 1.00 3469 1188 69 10 TRUE 2.03
ovarian cancer RAS_12 GATA2 Any amplification 95 59 -0.82 -2.03 0.21 1565.53 1.00 895 92 56 3 TRUE 0.80
colorectal cancer RAS_12 PTPN11 Any amplification 1267 59 0.23 -0.27 0.72 1575.70 1.00 2788 1246 38 21 TRUE 0.44
non-small cell lung cancer RAS_12 PTPN11 Any amplification 1692 68 0.36 -0.13 0.84 1476.23 1.00 4784 1669 45 23 TRUE 0.87
ovarian cancer RAS_12 PTPN11 Any amplification 149 58 0.99 0.33 1.60 1262.81 1.00 1429 136 45 13 TRUE 2.62
colorectal cancer RAS_12 RAD52 Any amplification 1022 119 0.38 0.01 0.74 1453.48 1.00 2169 974 71 48 FALSE 1.36
non-small cell lung cancer RAS_12 RAD52 Any amplification 1197 121 0.08 -0.30 0.47 1563.18 1.00 3443 1164 88 33 FALSE 0.17
pancreatic cancer RAS_12 RAD52 Any amplification 1269 65 -0.19 -0.67 0.29 1315.98 1.00 534 1227 23 42 FALSE 0.34
ovarian cancer RAS_12 RAD52 Any amplification 95 88 -0.33 -1.19 0.39 1491.46 1.00 869 89 82 6 FALSE 0.38
colorectal cancer RAS_12 RHEB Any amplification 1042 345 0.00 -0.25 0.23 1526.51 1.00 2085 934 237 108 FALSE 0.00
cancer of unknown primary RAS_12 RHEB Any amplification 217 81 -0.61 -1.33 0.03 1406.79 1.00 967 208 72 9 FALSE 1.13
non-small cell lung cancer RAS_12 RHEB Any amplification 1435 329 -0.55 -0.85 -0.26 1376.59 1.00 3652 1376 270 59 FALSE 3.68
pancreatic cancer RAS_12 RHEB Any amplification 1355 55 -1.62 -2.19 -1.08 1486.62 1.00 545 1338 38 17 FALSE 8.07
ovarian cancer RAS_12 RHEB Any amplification 106 128 -0.78 -1.56 -0.06 1358.66 1.00 987 100 122 6 FALSE 1.34
colorectal cancer RAS_12 SOCS1 Any amplification 1262 100 -0.01 -0.45 0.40 1375.40 1.00 2745 1229 67 33 FALSE 0.02
non-small cell lung cancer RAS_12 SOCS1 Any amplification 1667 239 -0.54 -0.88 -0.19 1366.03 1.00 4579 1628 200 39 FALSE 2.74
colorectal cancer RAS_12 SOX2 Any amplification 1262 69 0.37 -0.12 0.83 1476.50 1.00 2772 1233 40 29 FALSE 0.90
cancer of unknown primary RAS_12 SOX2 Any amplification 239 135 -0.90 -1.49 -0.30 1459.76 1.00 1053 228 124 11 FALSE 2.51
non-small cell lung cancer RAS_12 SOX2 Any amplification 1667 461 -1.57 -1.94 -1.23 1251.35 1.00 4351 1634 428 33 FALSE 16.74
pancreatic cancer RAS_12 SOX2 Any amplification 1435 58 -0.21 -0.71 0.30 1467.31 1.00 643 1397 20 38 FALSE 0.37
uterine cancer RAS_12 SOX2 Any amplification 243 99 -1.09 -1.96 -0.34 1654.95 1.00 1505 238 94 5 FALSE 2.03
ovarian cancer RAS_12 SOX2 Any amplification 149 303 -1.13 -1.78 -0.55 1481.05 1.00 1182 138 292 11 FALSE 3.45
colorectal cancer RAS_12 ETV5 Any amplification 579 64 0.22 -0.28 0.69 1533.72 1.00 1219 554 39 25 TRUE 0.42
cancer of unknown primary RAS_12 ETV5 Any amplification 99 111 -0.53 -1.22 0.04 1516.45 1.00 450 87 99 12 TRUE 1.01
non-small cell lung cancer RAS_12 ETV5 Any amplification 750 329 -1.51 -1.95 -1.14 1446.97 1.00 1661 722 301 28 TRUE 13.05
pancreatic cancer RAS_12 ETV5 Any amplification 391 52 0.03 -0.49 0.64 1421.71 1.00 212 357 18 34 TRUE 0.04
uterine cancer RAS_12 ETV5 Any amplification 106 96 -1.30 -2.21 -0.51 1572.12 1.00 589 102 92 4 TRUE 2.51
ovarian cancer RAS_12 ETV5 Any amplification 87 288 -1.23 -1.86 -0.65 1312.77 1.00 553 76 277 11 TRUE 4.09
colorectal cancer RAS_12 PRKDC Any amplification 579 446 -0.46 -0.70 -0.22 1524.09 1.00 920 471 338 108 FALSE 3.79
cancer of unknown primary RAS_12 PRKDC Any amplification 99 107 -0.15 -0.70 0.39 1206.94 1.00 456 84 92 15 FALSE 0.23
non-small cell lung cancer RAS_12 PRKDC Any amplification 750 373 0.26 0.03 0.49 1474.70 1.00 1711 628 251 122 FALSE 1.54
pancreatic cancer RAS_12 PRKDC Any amplification 391 62 0.01 -0.48 0.52 1496.26 1.00 207 351 22 40 FALSE 0.01
uterine cancer RAS_12 PRKDC Any amplification 106 109 -0.57 -1.20 0.05 1410.33 1.00 579 97 100 9 FALSE 1.12
ovarian cancer RAS_12 PRKDC Any amplification 87 199 -0.12 -0.64 0.39 1410.77 1.00 649 69 181 18 FALSE 0.19
colorectal cancer RAS_12 PRKCI Any amplification 909 85 0.24 -0.21 0.67 1477.65 1.00 1941 876 52 33 FALSE 0.56
cancer of unknown primary RAS_12 PRKCI Any amplification 201 131 -0.98 -1.65 -0.33 1403.54 1.00 894 191 121 10 FALSE 2.49
non-small cell lung cancer RAS_12 PRKCI Any amplification 1219 440 -1.35 -1.71 -1.05 1450.34 1.00 2958 1178 399 41 FALSE 15.30
pancreatic cancer RAS_12 PRKCI Any amplification 1017 72 -0.11 -0.60 0.39 1582.63 1.00 438 968 23 49 FALSE 0.18
uterine cancer RAS_12 PRKCI Any amplification 195 123 -1.50 -2.47 -0.72 1445.59 1.00 1137 191 119 4 FALSE 3.05
ovarian cancer RAS_12 PRKCI Any amplification 121 391 -1.22 -1.78 -0.70 1552.89 1.00 846 107 377 14 FALSE 4.80
colorectal cancer RAS_12 CBLB Any amplification 458 52 0.39 -0.20 0.95 1373.26 1.00 1010 436 30 22 FALSE 0.77
non-small cell lung cancer RAS_12 CBLB Any amplification 704 174 -1.32 -1.83 -0.83 1331.61 1.00 1634 687 157 17 FALSE 6.51
ovarian cancer RAS_12 CBLB Any amplification 76 121 -0.64 -1.44 0.09 1603.18 1.00 632 69 114 7 FALSE 0.98
non-small cell lung cancer RAS_12 CDK1 Any amplification 470 53 0.03 -0.56 0.58 1466.55 1.00 1210 455 38 15 FALSE 0.03
uterine cancer RAS_12 CDK1 Any amplification 73 65 0.50 -0.16 1.09 1660.44 1.00 381 59 51 14 FALSE 0.95
ovarian cancer RAS_12 CDK1 Any amplification 54 53 0.18 -0.67 0.95 1384.80 1.00 476 48 47 6 FALSE 0.18
colorectal cancer RAS_12 CRTC1 Any amplification 458 64 0.03 -0.55 0.58 1258.20 1.00 997 437 43 21 FALSE 0.03
non-small cell lung cancer RAS_12 CRTC1 Any amplification 704 51 -1.07 -1.97 -0.34 1434.09 1.00 1746 698 45 6 FALSE 2.05
ovarian cancer RAS_12 CRTC1 Any amplification 76 137 -0.76 -1.58 -0.05 1347.31 1.00 616 69 130 7 FALSE 1.26
colorectal cancer RAS_12 CUX1 Any amplification 458 373 -0.03 -0.27 0.22 1290.98 1.00 780 345 260 113 FALSE 0.08
cancer of unknown primary RAS_12 CUX1 Any amplification 89 100 -0.11 -0.72 0.44 1590.67 1.00 415 74 85 15 FALSE 0.15
non-small cell lung cancer RAS_12 CUX1 Any amplification 704 378 -0.77 -1.06 -0.48 1227.33 1.00 1476 641 315 63 FALSE 6.98
pancreatic cancer RAS_12 CUX1 Any amplification 341 68 -1.31 -1.81 -0.81 1373.95 1.00 146 318 45 23 FALSE 6.31
uterine cancer RAS_12 CUX1 Any amplification 101 51 -0.18 -1.00 0.59 1631.06 1.00 600 94 44 7 FALSE 0.18
ovarian cancer RAS_12 CUX1 Any amplification 76 100 -0.58 -1.41 0.19 1514.82 1.00 652 70 94 6 FALSE 0.84
colorectal cancer RAS_12 DDB2 Any amplification 458 52 -0.17 -0.65 0.31 260.15 1.00 1004 442 36 16 TRUE 0.31
non-small cell lung cancer RAS_12 DDB2 Any amplification 704 86 -0.25 -0.69 0.17 305.25 1.01 1724 685 67 19 TRUE 0.59
non-small cell lung cancer RAS_12 EXT2 Any amplification 704 85 -0.76 -1.41 -0.18 950.35 1.00 1720 690 71 14 TRUE 1.93
colorectal cancer RAS_12 LMO2 Any amplification 458 52 -0.01 -0.54 0.57 1312.09 1.00 1007 439 33 19 FALSE 0.01
non-small cell lung cancer RAS_12 LMO2 Any amplification 704 78 -0.37 -0.98 0.12 1082.79 1.00 1727 690 64 14 FALSE 0.75
colorectal cancer RAS_12 LMO3 Any amplification 240 52 0.62 0.06 1.15 1380.69 1.00 543 217 29 23 FALSE 1.61
non-small cell lung cancer RAS_12 LMO3 Any amplification 470 132 0.68 0.32 1.02 1346.79 1.00 1171 415 77 55 FALSE 3.93
ovarian cancer RAS_12 LMO3 Any amplification 54 88 0.16 -0.58 0.84 1383.95 1.00 444 45 79 9 FALSE 0.19
colorectal cancer RAS_12 MECOM Any amplification 498 74 0.32 -0.14 0.79 1390.56 1.00 1066 468 44 30 FALSE 0.76
cancer of unknown primary RAS_12 MECOM Any amplification 90 122 -0.84 -1.55 -0.22 1418.93 1.00 395 80 112 10 FALSE 1.93
non-small cell lung cancer RAS_12 MECOM Any amplification 721 421 -1.39 -1.72 -1.06 1326.29 1.00 1477 678 378 43 FALSE 15.75
pancreatic cancer RAS_12 MECOM Any amplification 348 68 0.05 -0.44 0.56 1390.78 1.00 175 303 23 45 FALSE 0.08
uterine cancer RAS_12 MECOM Any amplification 102 142 -1.12 -1.86 -0.46 1463.75 1.00 509 94 134 8 FALSE 2.80
ovarian cancer RAS_12 MECOM Any amplification 80 381 -1.46 -2.04 -0.89 1432.74 1.00 383 66 367 14 FALSE 6.15
colorectal cancer RAS_12 MYBL1 Any amplification 458 469 -0.30 -0.55 -0.07 1584.32 1.00 693 336 347 122 FALSE 1.93
cancer of unknown primary RAS_12 MYBL1 Any amplification 89 119 -0.22 -0.75 0.28 1350.52 1.00 395 73 103 16 FALSE 0.37
non-small cell lung cancer RAS_12 MYBL1 Any amplification 704 406 0.31 0.09 0.52 1560.85 1.00 1523 566 268 138 FALSE 2.23
pancreatic cancer RAS_12 MYBL1 Any amplification 341 68 -0.01 -0.51 0.46 1514.37 1.00 167 297 24 44 FALSE 0.02
uterine cancer RAS_12 MYBL1 Any amplification 101 120 -0.68 -1.34 -0.09 1503.00 1.00 528 92 111 9 FALSE 1.46
ovarian cancer RAS_12 MYBL1 Any amplification 76 223 -0.18 -0.70 0.33 1472.51 1.00 542 57 204 19 FALSE 0.30
colorectal cancer RAS_12 NFKBIZ Any amplification 458 80 0.29 -0.18 0.73 1573.91 1.00 991 427 49 31 FALSE 0.69
non-small cell lung cancer RAS_12 NFKBIZ Any amplification 704 198 -0.95 -1.37 -0.54 1217.35 1.00 1620 677 171 27 FALSE 5.22
ovarian cancer RAS_12 NFKBIZ Any amplification 76 118 -0.44 -1.22 0.19 1354.96 1.00 636 68 110 8 FALSE 0.68
colorectal cancer RAS_12 RBL2 Any amplification 240 64 0.16 -0.40 0.70 1237.58 1.00 530 218 42 22 FALSE 0.25
non-small cell lung cancer RAS_12 RBL2 Any amplification 470 55 -0.70 -1.45 -0.05 1596.45 1.00 1201 462 47 8 FALSE 1.30
colorectal cancer RAS_12 RHPN2 Any amplification 240 71 0.07 -0.45 0.56 1417.64 1.00 525 216 47 24 FALSE 0.10
non-small cell lung cancer RAS_12 RHPN2 Any amplification 470 146 -0.74 -1.18 -0.34 1382.82 1.00 1125 447 123 23 FALSE 3.16
uterine cancer RAS_12 RHPN2 Any amplification 73 63 -0.71 -1.49 0.03 1415.33 1.00 374 68 58 5 FALSE 1.14
ovarian cancer RAS_12 RHPN2 Any amplification 54 133 -0.85 -1.66 -0.16 1462.87 1.00 396 48 127 6 FALSE 1.56
colorectal cancer RAS_12 SBDS Any amplification 458 370 -0.07 -0.33 0.17 1643.54 1.00 779 349 261 109 TRUE 0.25
cancer of unknown primary RAS_12 SBDS Any amplification 89 94 -0.42 -1.08 0.19 1431.76 1.00 417 78 83 11 TRUE 0.70
non-small cell lung cancer RAS_12 SBDS Any amplification 704 346 -0.64 -0.94 -0.37 1459.84 1.00 1508 641 283 63 TRUE 4.96
pancreatic cancer RAS_12 SBDS Any amplification 341 61 -1.35 -1.92 -0.83 1483.77 1.00 150 321 41 20 TRUE 6.06
ovarian cancer RAS_12 SBDS Any amplification 76 75 -0.54 -1.47 0.27 1583.57 1.00 676 71 70 5 TRUE 0.67
non-small cell lung cancer RAS_12 STAG1 Any amplification 470 177 -1.17 -1.66 -0.75 1479.26 1.00 1091 450 157 20 FALSE 6.42
ovarian cancer RAS_12 STAG1 Any amplification 54 140 -0.94 -1.78 -0.20 1629.98 1.00 390 47 133 7 FALSE 1.73
colorectal cancer RAS_12 STAT6 Any amplification 458 68 0.21 -0.29 0.70 1359.39 1.00 996 434 44 24 FALSE 0.40
cancer of unknown primary RAS_12 STAT6 Any amplification 89 55 0.74 0.13 1.36 1554.08 1.00 461 74 40 15 FALSE 1.71
non-small cell lung cancer RAS_12 STAT6 Any amplification 704 124 -0.03 -0.44 0.35 1422.00 1.00 1701 670 90 34 FALSE 0.06
pancreatic cancer RAS_12 STAT6 Any amplification 341 54 -0.74 -1.30 -0.18 1320.14 1.00 161 317 30 24 FALSE 2.14
ovarian cancer RAS_12 STAT6 Any amplification 76 77 0.96 0.34 1.56 1527.55 1.00 685 60 61 16 FALSE 2.81
ovarian cancer RAS_12 ZNF708 Any amplification 54 52 -1.17 -2.90 0.10 765.48 1.00 473 52 50 2 FALSE 0.89
non-small cell lung cancer RAS_12 KCNIP1 Any amplification 350 88 -0.50 -1.08 0.02 1205.62 1.00 794 332 70 18 FALSE 1.12
colorectal cancer RAS_12 SLITRK6 Any amplification 199 299 0.21 -0.14 0.54 1305.75 1.00 249 100 200 99 FALSE 0.68
non-small cell lung cancer RAS_12 SQSTM1 Any amplification 350 95 -0.54 -1.10 0.00 1316.51 1.00 788 331 76 19 FALSE 1.34
ovarian cancer RAS_12 BABAM1 Any amplification 59 57 -2.17 -4.89 -0.44 1318.97 1.00 590 58 56 1 FALSE 1.14
colorectal cancer RAS_12 LIG4 Any amplification 218 315 0.11 -0.23 0.42 823.23 1.01 257 114 211 104 FALSE 0.29
non-small cell lung cancer RAS_12 MBD4 Any amplification 234 72 -1.39 -2.20 -0.69 1490.70 1.00 479 226 64 8 FALSE 3.56
non-small cell lung cancer RAS_12 POLQ Any amplification 234 69 -1.33 -2.15 -0.59 1235.57 1.00 482 226 61 8 FALSE 3.07
non-small cell lung cancer RAS_12 TOPBP1 Any amplification 234 77 -1.31 -2.11 -0.66 1347.36 1.00 475 225 68 9 FALSE 3.56
colorectal cancer RAS_12 CDKN1A Any amplification 1241 81 -0.36 -0.85 0.11 1507.85 1.00 2705 1221 61 20 FALSE 0.87
non-small cell lung cancer RAS_12 CDKN1A Any amplification 1658 156 -0.29 -0.71 0.06 1526.53 1.00 4627 1625 123 33 FALSE 0.88
ovarian cancer RAS_12 CDKN1A Any amplification 146 99 -0.62 -1.48 0.07 1533.89 1.00 1350 141 94 5 FALSE 0.90
colorectal cancer RAS_12 FANCE Any amplification 579 75 -0.37 -0.88 0.10 1519.08 1.00 1202 560 56 19 FALSE 0.85
non-small cell lung cancer RAS_12 FANCE Any amplification 750 143 -0.37 -0.78 0.01 1460.28 1.00 1850 719 112 31 FALSE 1.18
ovarian cancer RAS_12 FANCE Any amplification 87 88 -0.76 -1.68 -0.03 1382.77 1.00 746 83 84 4 FALSE 1.14
colorectal cancer RAS_12 PMS2 Any amplification 1263 512 -0.26 -0.48 -0.05 1439.54 1.00 2436 1128 377 135 TRUE 1.72
cancer of unknown primary RAS_12 PMS2 Any amplification 238 117 -0.16 -0.73 0.34 1449.11 1.00 1081 220 99 18 TRUE 0.27
non-small cell lung cancer RAS_12 PMS2 Any amplification 1668 576 -0.44 -0.66 -0.23 1468.72 1.00 4319 1559 467 109 TRUE 4.19
pancreatic cancer RAS_12 PMS2 Any amplification 1440 88 -0.69 -1.11 -0.27 1497.88 1.00 622 1394 42 46 TRUE 2.91
ovarian cancer RAS_12 PMS2 Any amplification 149 54 -0.16 -1.04 0.66 1505.22 1.00 1425 144 49 5 TRUE 0.15
colorectal cancer RAS_12 RAD51D Any amplification 1023 53 -0.60 -1.26 -0.01 1422.50 1.00 2199 1012 42 11 FALSE 1.13
colorectal cancer RAS_12 FUS Any amplification 458 135 -0.18 -0.53 0.23 930.62 1.00 946 417 94 41 FALSE 0.45
non-small cell lung cancer RAS_12 FUS Any amplification 704 208 -0.51 -0.90 -0.17 1144.97 1.00 1620 667 171 37 FALSE 2.27
colorectal cancer RAS_12 IKZF3 Any amplification 280 66 -0.58 -1.22 -0.12 884.98 1.00 587 269 55 11 FALSE 1.41
non-small cell lung cancer RAS_12 IKZF3 Any amplification 487 142 -0.34 -0.71 0.06 1384.64 1.00 1203 454 109 33 FALSE 1.12
non-small cell lung cancer KRAS_12 AKT1 Any amplification 1684 177 -1.05 -1.52 -0.62 1296.62 1.00 4680 1664 157 20 TRUE 5.23
ovarian cancer KRAS_12 AKT1 Any amplification 147 76 -1.05 -2.15 -0.10 1588.23 1.00 1403 144 73 3 TRUE 1.27
uterine cancer KRAS_12 BMPR1A Any amplification 226 76 0.56 -0.05 1.15 1456.28 1.00 1539 211 61 15 TRUE 1.21
non-small cell lung cancer KRAS_12 CBL Any amplification 1660 118 -0.43 -0.91 0.00 1405.64 1.00 4698 1638 96 22 TRUE 1.20
colorectal cancer KRAS_12 CD274 Any amplification 1188 112 -0.05 -0.45 0.34 1437.48 1.00 2740 1155 79 33 FALSE 0.09
non-small cell lung cancer KRAS_12 CD274 Any amplification 1652 125 -0.06 -0.47 0.31 1758.76 1.00 4663 1620 93 32 FALSE 0.12
ovarian cancer KRAS_12 CD274 Any amplification 144 63 -1.15 -2.69 -0.10 1383.03 1.00 1384 143 62 1 FALSE 1.06
colorectal cancer KRAS_12 CD79B Any amplification 1208 92 -0.74 -1.27 -0.26 1534.78 1.00 2789 1193 77 15 FALSE 2.40
cancer of unknown primary KRAS_12 CD79B Any amplification 229 64 -0.56 -1.29 0.10 1527.08 1.00 1129 223 58 6 FALSE 0.90
non-small cell lung cancer KRAS_12 CD79B Any amplification 1660 224 0.08 -0.20 0.37 1668.22 1.00 4625 1597 161 63 FALSE 0.23
ovarian cancer KRAS_12 CD79B Any amplification 147 60 -0.41 -1.31 0.33 1264.40 1.00 1420 143 56 4 FALSE 0.48
colorectal cancer KRAS_12 CDKN1B Any amplification 1209 149 0.49 0.14 0.82 1546.53 1.00 2779 1148 88 61 TRUE 2.34
cancer of unknown primary KRAS_12 CDKN1B Any amplification 229 70 0.71 0.16 1.21 1446.20 1.00 1139 209 50 20 TRUE 2.15
non-small cell lung cancer KRAS_12 CDKN1B Any amplification 1660 196 0.36 0.04 0.64 1468.95 1.00 4663 1595 131 65 TRUE 1.64
pancreatic cancer KRAS_12 CDKN1B Any amplification 1438 91 -0.44 -0.84 -0.05 1352.60 1.00 627 1386 39 52 TRUE 1.46
uterine cancer KRAS_12 CDKN1B Any amplification 226 68 0.06 -0.67 0.68 1548.72 1.00 1560 217 59 9 TRUE 0.06
ovarian cancer KRAS_12 CDKN1B Any amplification 147 185 0.14 -0.35 0.59 1530.21 1.00 1310 128 166 19 TRUE 0.25
ovarian cancer KRAS_12 CDKN2C Any amplification 147 58 -0.76 -2.27 0.34 1235.64 1.00 1421 144 55 3 TRUE 0.62
non-small cell lung cancer KRAS_12 CHEK2 Any amplification 1660 98 -1.76 -2.64 -1.00 1448.96 1.00 4702 1654 92 6 TRUE 4.43
colorectal cancer KRAS_12 CRKL Any amplification 1208 54 -1.24 -2.03 -0.53 1478.94 1.00 2818 1202 48 6 FALSE 2.80
non-small cell lung cancer KRAS_12 CRKL Any amplification 1660 192 -0.80 -1.22 -0.41 1629.67 1.00 4621 1633 165 27 FALSE 3.92
ovarian cancer KRAS_12 CRKL Any amplification 147 88 -1.11 -2.14 -0.20 1474.53 1.00 1391 144 85 3 FALSE 1.59
non-small cell lung cancer KRAS_12 CSF3R Any amplification 1428 80 -1.71 -2.65 -0.91 1544.16 1.00 3846 1423 75 5 FALSE 4.04
ovarian cancer KRAS_12 CSF3R Any amplification 106 66 -1.02 -2.37 0.02 1537.82 1.00 1046 103 63 3 FALSE 1.01
colorectal cancer KRAS_12 ERCC2 Any amplification 1209 100 0.09 -0.37 0.47 1433.26 1.00 2799 1177 68 32 TRUE 0.17
cancer of unknown primary KRAS_12 ERCC2 Any amplification 229 64 0.39 -0.16 0.96 1373.78 1.00 1139 214 49 15 TRUE 0.77
non-small cell lung cancer KRAS_12 ERCC2 Any amplification 1660 171 -0.04 -0.39 0.30 1509.30 1.00 4666 1617 128 43 TRUE 0.08
pancreatic cancer KRAS_12 ERCC2 Any amplification 1438 77 -0.24 -0.70 0.23 1300.96 1.00 636 1390 29 48 TRUE 0.50
uterine cancer KRAS_12 ERCC2 Any amplification 226 56 -0.48 -1.35 0.31 1501.68 1.00 1565 222 52 4 TRUE 0.59
ovarian cancer KRAS_12 ERCC2 Any amplification 147 78 -0.05 -0.80 0.65 1705.43 1.00 1405 140 71 7 TRUE 0.05
non-small cell lung cancer KRAS_12 ERG Any amplification 1540 104 -0.62 -1.17 -0.12 1392.51 1.00 4315 1523 87 17 FALSE 1.70
ovarian cancer KRAS_12 ERG Any amplification 126 56 -0.68 -1.90 0.32 1373.80 1.00 1224 123 53 3 FALSE 0.64
colorectal cancer KRAS_12 ETV6 Any amplification 1208 139 0.47 0.13 0.81 1583.13 1.00 2783 1152 83 56 FALSE 2.11
cancer of unknown primary KRAS_12 ETV6 Any amplification 229 75 0.68 0.16 1.18 1482.98 1.00 1133 208 54 21 FALSE 2.06
non-small cell lung cancer KRAS_12 ETV6 Any amplification 1660 187 0.26 -0.05 0.55 1301.72 1.00 4657 1602 129 58 FALSE 1.00
pancreatic cancer KRAS_12 ETV6 Any amplification 1433 90 -0.46 -0.87 -0.02 1698.32 1.00 626 1382 39 51 FALSE 1.42
uterine cancer KRAS_12 ETV6 Any amplification 226 62 0.16 -0.53 0.79 1511.33 1.00 1565 217 53 9 FALSE 0.19
ovarian cancer KRAS_12 ETV6 Any amplification 147 176 0.07 -0.47 0.57 1478.12 1.00 1317 130 159 17 FALSE 0.11
non-small cell lung cancer KRAS_12 FAM46C Any amplification 1660 62 -1.89 -3.08 -0.91 1491.73 1.00 4727 1657 59 3 FALSE 3.22
ovarian cancer KRAS_12 FAM46C Any amplification 147 51 -0.86 -2.38 0.36 1310.99 1.00 1428 144 48 3 FALSE 0.69
cancer of unknown primary KRAS_12 FOXA1 Any amplification 168 60 -1.00 -2.14 -0.11 1413.26 1.00 850 165 57 3 FALSE 1.27
non-small cell lung cancer KRAS_12 FOXA1 Any amplification 1148 321 -0.17 -0.44 0.10 1213.97 1.00 3116 1074 247 74 FALSE 0.65
non-small cell lung cancer KRAS_12 H3F3B Any amplification 1081 91 0.33 -0.12 0.76 1290.59 1.00 2993 1051 61 30 TRUE 0.87
non-small cell lung cancer KRAS_12 ID3 Any amplification 1548 61 -1.26 -2.23 -0.50 535.76 1.01 4250 1542 55 6 FALSE 2.32
colorectal cancer KRAS_12 IDH2 Any amplification 1213 64 -0.46 -1.05 0.07 1514.18 1.00 2830 1199 50 14 TRUE 0.95
non-small cell lung cancer KRAS_12 IDH2 Any amplification 1684 96 -0.22 -0.66 0.21 1512.92 1.00 4763 1662 74 22 TRUE 0.45
ovarian cancer KRAS_12 IDH2 Any amplification 147 78 -0.84 -1.92 0.07 1399.82 1.00 1401 144 75 3 TRUE 1.02
colorectal cancer KRAS_12 KRAS Any amplification 1213 148 0.08 -0.26 0.41 1570.55 1.00 2778 1167 102 46 TRUE 0.18
cancer of unknown primary KRAS_12 KRAS Any amplification 230 107 1.06 0.64 1.46 1423.29 1.00 1119 193 70 37 TRUE 6.50
non-small cell lung cancer KRAS_12 KRAS Any amplification 1684 334 0.80 0.59 1.03 1391.30 1.00 4646 1541 191 143 TRUE 12.02
pancreatic cancer KRAS_12 KRAS Any amplification 1438 135 0.21 -0.16 0.61 1504.90 1.00 628 1341 38 97 TRUE 0.56
uterine cancer KRAS_12 KRAS Any amplification 226 77 0.28 -0.28 0.85 1339.23 1.00 1554 214 65 12 TRUE 0.47
ovarian cancer KRAS_12 KRAS Any amplification 147 198 0.36 -0.10 0.80 1505.28 1.00 1302 123 174 24 TRUE 0.92
non-small cell lung cancer KRAS_12 MAP2K1 Any amplification 1660 68 -0.41 -1.05 0.16 1365.30 1.00 4739 1647 55 13 TRUE 0.73
non-small cell lung cancer KRAS_12 MAPK1 Any amplification 1615 140 -0.97 -1.52 -0.49 1450.15 1.00 4499 1598 123 17 FALSE 3.75
ovarian cancer KRAS_12 MAPK1 Any amplification 136 70 -0.92 -2.12 0.06 1399.48 1.00 1325 133 67 3 FALSE 1.03
colorectal cancer KRAS_12 MEF2B Any amplification 1208 55 0.13 -0.42 0.66 1484.18 1.00 2830 1189 36 19 FALSE 0.19
non-small cell lung cancer KRAS_12 MEF2B Any amplification 1660 58 -0.80 -1.57 -0.14 1359.58 1.00 4736 1652 50 8 FALSE 1.49
ovarian cancer KRAS_12 MEF2B Any amplification 147 123 -0.89 -1.84 -0.12 1448.03 1.00 1358 142 118 5 FALSE 1.37
non-small cell lung cancer KRAS_12 MPL Any amplification 1684 84 -0.89 -1.58 -0.28 1524.85 1.00 4756 1673 73 11 TRUE 2.14
ovarian cancer KRAS_12 MPL Any amplification 147 91 -0.91 -1.97 0.00 1508.24 1.00 1389 143 87 4 TRUE 1.15
non-small cell lung cancer KRAS_12 MUTYH Any amplification 1660 68 -1.35 -2.24 -0.58 1475.61 1.00 4724 1654 62 6 TRUE 2.88
ovarian cancer KRAS_12 MUTYH Any amplification 147 61 -1.32 -2.86 -0.12 1586.60 1.00 1417 145 59 2 TRUE 1.17
non-small cell lung cancer KRAS_12 NF2 Any amplification 1660 93 -1.63 -2.47 -0.86 1519.05 1.00 4707 1654 87 6 TRUE 4.26
ovarian cancer KRAS_12 NF2 Any amplification 147 60 -0.98 -2.26 0.07 1477.11 1.00 1419 144 57 3 TRUE 0.98
non-small cell lung cancer KRAS_12 NFKBIA Any amplification 1593 516 0.01 -0.20 0.22 1608.32 1.00 4098 1456 379 137 FALSE 0.04
ovarian cancer KRAS_12 NFKBIA Any amplification 138 66 -0.71 -1.95 0.24 1318.22 1.00 1329 135 63 3 FALSE 0.69
non-small cell lung cancer KRAS_12 NPM1 Any amplification 1684 207 -0.44 -0.79 -0.12 1477.97 1.00 4661 1645 168 39 FALSE 1.84
pancreatic cancer KRAS_12 NPM1 Any amplification 1433 51 -1.37 -1.93 -0.81 1479.54 1.00 632 1415 33 18 FALSE 5.56
ovarian cancer KRAS_12 NPM1 Any amplification 147 72 -0.05 -0.88 0.73 1405.64 1.00 1411 140 65 7 FALSE 0.04
ovarian cancer KRAS_12 NRAS Any amplification 147 55 -0.71 -2.05 0.44 1413.95 1.00 1424 144 52 3 TRUE 0.57
non-small cell lung cancer KRAS_12 PHOX2B Any amplification 1615 97 -0.13 -0.62 0.33 1107.46 1.00 4540 1592 74 23 TRUE 0.24
non-small cell lung cancer KRAS_12 PPM1D Any amplification 1081 78 0.32 -0.17 0.79 1329.80 1.00 3002 1055 52 26 FALSE 0.72
colorectal cancer KRAS_12 PRDM1 Any amplification 1208 67 0.10 -0.43 0.61 1423.71 1.00 2822 1185 44 23 FALSE 0.15
non-small cell lung cancer KRAS_12 PRDM1 Any amplification 1660 69 -1.27 -2.20 -0.44 1264.33 1.00 4722 1655 64 5 FALSE 2.19
colorectal cancer KRAS_12 PRKAR1A Any amplification 1208 95 -0.84 -1.37 -0.36 1684.99 1.00 2785 1194 81 14 TRUE 2.91
cancer of unknown primary KRAS_12 PRKAR1A Any amplification 229 73 -0.71 -1.47 -0.02 1551.03 1.00 1119 223 67 6 TRUE 1.27
non-small cell lung cancer KRAS_12 PRKAR1A Any amplification 1660 288 0.17 -0.09 0.42 1468.96 1.00 4584 1574 202 86 TRUE 0.70
ovarian cancer KRAS_12 PRKAR1A Any amplification 147 75 -0.60 -1.47 0.16 1526.69 1.00 1405 143 71 4 TRUE 0.82
non-small cell lung cancer KRAS_12 RAD51C Any amplification 1193 77 0.28 -0.21 0.77 1502.33 1.00 3490 1169 53 24 TRUE 0.58
colorectal cancer KRAS_12 RARA Any amplification 1208 141 -0.73 -1.20 -0.31 1482.51 1.00 2749 1184 117 24 FALSE 2.94
cancer of unknown primary KRAS_12 RARA Any amplification 229 52 -0.20 -0.98 0.53 1512.93 1.00 1143 221 44 8 FALSE 0.22
non-small cell lung cancer KRAS_12 RARA Any amplification 1660 192 0.00 -0.31 0.31 1544.55 1.00 4645 1609 141 51 FALSE 0.01
pancreatic cancer KRAS_12 RARA Any amplification 1433 65 -1.01 -1.47 -0.55 1478.73 1.00 628 1405 37 28 FALSE 4.59
non-small cell lung cancer KRAS_12 RUNX1 Any amplification 1660 134 -0.13 -0.53 0.25 1444.03 1.00 4684 1628 102 32 TRUE 0.29
ovarian cancer KRAS_12 RUNX1 Any amplification 147 67 -0.47 -1.46 0.41 1431.86 1.00 1413 143 63 4 TRUE 0.47
non-small cell lung cancer KRAS_12 SDHAF2 Any amplification 1615 84 -0.20 -0.72 0.26 997.44 1.00 4549 1596 65 19 TRUE 0.37
non-small cell lung cancer KRAS_12 SDHB Any amplification 1652 65 -2.14 -3.46 -1.09 1370.72 1.00 4694 1649 62 3 FALSE 3.39
non-small cell lung cancer KRAS_12 SDHD Any amplification 1652 102 -0.52 -1.05 -0.06 1134.41 1.00 4672 1634 84 18 FALSE 1.36
non-small cell lung cancer KRAS_12 SMARCB1 Any amplification 1684 117 -0.89 -1.46 -0.35 1551.51 1.00 4735 1669 102 15 TRUE 2.88
ovarian cancer KRAS_12 SMARCB1 Any amplification 147 54 -0.74 -1.99 0.26 1454.20 1.00 1425 144 51 3 TRUE 0.72
colorectal cancer KRAS_12 SRSF2 Any amplification 1036 92 -0.64 -1.14 -0.16 1491.12 1.00 2414 1020 76 16 FALSE 1.93
cancer of unknown primary KRAS_12 SRSF2 Any amplification 215 76 -0.36 -1.02 0.21 1566.65 1.00 1031 206 67 9 FALSE 0.63
non-small cell lung cancer KRAS_12 SRSF2 Any amplification 1548 224 0.20 -0.08 0.47 1569.13 1.00 4151 1478 154 70 FALSE 0.80
ovarian cancer KRAS_12 SRSF2 Any amplification 127 65 -0.40 -1.23 0.36 1392.08 1.00 1247 123 61 4 FALSE 0.48
colorectal cancer KRAS_12 STAT3 Any amplification 1131 96 -0.50 -1.07 -0.04 1019.44 1.00 2590 1114 79 17 FALSE 1.23
non-small cell lung cancer KRAS_12 STAT3 Any amplification 1585 166 -0.01 -0.36 0.34 1119.73 1.00 4336 1538 119 47 FALSE 0.01
uterine cancer KRAS_12 SUFU Any amplification 226 73 0.43 -0.22 1.03 1309.62 1.00 1556 213 60 13 TRUE 0.74
colorectal cancer KRAS_12 SUZ12 Any amplification 1094 107 -0.42 -0.94 0.00 1274.66 1.00 2554 1074 87 20 FALSE 1.11
non-small cell lung cancer KRAS_12 SUZ12 Any amplification 1615 172 -0.06 -0.42 0.28 1349.74 1.00 4488 1569 126 46 FALSE 0.14
non-small cell lung cancer KRAS_12 TMPRSS2 Any amplification 1540 86 -0.44 -1.01 0.06 1386.18 1.00 4332 1524 70 16 FALSE 0.98
non-small cell lung cancer KRAS_12 YAP1 Any amplification 1148 88 -0.04 -0.53 0.43 1123.16 1.00 3297 1126 66 22 FALSE 0.06
colorectal cancer KRAS_12 ETV4 Any amplification 551 154 -0.16 -0.52 0.20 1482.42 1.00 1174 509 112 42 FALSE 0.40
non-small cell lung cancer KRAS_12 ETV4 Any amplification 745 184 0.00 -0.32 0.32 1362.77 1.00 1834 694 133 51 FALSE 0.01
pancreatic cancer KRAS_12 ETV4 Any amplification 390 56 -1.01 -1.55 -0.43 1442.43 1.00 196 369 35 21 FALSE 3.39
ovarian cancer KRAS_12 ETV4 Any amplification 86 70 0.80 0.20 1.39 1587.07 1.00 775 72 56 14 FALSE 1.98
non-small cell lung cancer KRAS_12 EWSR1 Any amplification 745 92 -2.00 -2.94 -1.12 1328.04 1.00 1880 740 87 5 TRUE 4.63
non-small cell lung cancer KRAS_12 FANCM Any amplification 278 93 -0.70 -1.29 -0.18 1417.04 1.00 639 262 77 16 TRUE 1.83
colorectal cancer KRAS_12 KAT6A Any amplification 319 157 -0.16 -0.54 0.20 1641.14 1.00 592 276 114 43 FALSE 0.41
non-small cell lung cancer KRAS_12 KAT6A Any amplification 278 99 -0.07 -0.48 0.36 1456.90 1.00 645 250 71 28 FALSE 0.12
non-small cell lung cancer KRAS_12 MYCL Any amplification 1660 130 -1.24 -1.85 -0.66 1269.04 1.01 4677 1647 117 13 FALSE 4.56
uterine cancer KRAS_12 MYCL Any amplification 226 51 -2.29 -4.63 -0.85 1453.24 1.00 1566 226 51 0 FALSE 1.69
ovarian cancer KRAS_12 MYCL Any amplification 147 140 -1.22 -2.17 -0.42 1490.05 1.00 1341 142 135 5 FALSE 2.13
non-small cell lung cancer KRAS_12 XRCC3 Any amplification 278 74 -1.44 -2.32 -0.71 1326.94 1.00 649 271 67 7 FALSE 3.40
uterine cancer KRAS_12 FAS Any amplification 94 71 0.52 -0.19 1.12 784.79 1.00 622 81 58 13 FALSE 0.93
colorectal cancer KRAS_12 GATA4 Any amplification 531 58 -0.32 -0.91 0.27 1550.38 1.00 1195 517 44 14 FALSE 0.53
non-small cell lung cancer KRAS_12 GATA4 Any amplification 737 67 0.16 -0.35 0.67 1559.39 1.00 1892 715 45 22 FALSE 0.27
uterine cancer KRAS_12 GATA4 Any amplification 94 52 -0.43 -1.38 0.41 1530.24 1.00 627 90 48 4 FALSE 0.49
colorectal cancer KRAS_12 GATA6 Any amplification 531 78 0.20 -0.26 0.65 1611.79 1.00 1188 504 51 27 FALSE 0.41
cancer of unknown primary KRAS_12 GATA6 Any amplification 95 65 0.79 0.19 1.34 1604.25 1.00 496 77 47 18 FALSE 2.19
non-small cell lung cancer KRAS_12 GATA6 Any amplification 737 63 -0.15 -0.72 0.40 1533.86 1.00 1890 721 47 16 FALSE 0.22
pancreatic cancer KRAS_12 GATA6 Any amplification 385 119 0.33 -0.10 0.76 1494.48 1.00 188 304 38 81 FALSE 0.88
ovarian cancer KRAS_12 GATA6 Any amplification 83 76 -0.55 -1.52 0.29 1387.56 1.00 729 79 72 4 FALSE 0.63
colorectal cancer KRAS_12 PDCD1LG2 Any amplification 868 109 -0.07 -0.48 0.32 1458.79 1.00 1957 836 77 32 FALSE 0.12
non-small cell lung cancer KRAS_12 PDCD1LG2 Any amplification 1213 115 -0.04 -0.44 0.34 1593.33 1.00 3279 1182 84 31 FALSE 0.06
ovarian cancer KRAS_12 PDCD1LG2 Any amplification 120 61 -1.12 -2.66 -0.03 1485.55 1.00 1164 119 60 1 FALSE 1.03
colorectal cancer KRAS_12 BCL2L12 Any amplification 437 99 0.00 -0.43 0.42 1420.47 1.00 991 408 70 29 FALSE 0.00
cancer of unknown primary KRAS_12 BCL2L12 Any amplification 86 53 0.55 -0.14 1.18 1622.68 1.00 461 73 40 13 FALSE 1.01
non-small cell lung cancer KRAS_12 BCL2L12 Any amplification 700 119 -0.17 -0.59 0.25 1609.09 1.00 1706 670 89 30 FALSE 0.37
pancreatic cancer KRAS_12 BCL2L12 Any amplification 340 55 -0.32 -0.86 0.23 1551.22 1.00 167 310 25 30 FALSE 0.58
ovarian cancer KRAS_12 BCL2L12 Any amplification 75 65 -0.05 -0.81 0.68 1460.39 1.00 688 69 59 6 FALSE 0.05
colorectal cancer KRAS_12 CIITA Any amplification 437 78 0.07 -0.44 0.54 1395.58 1.00 1009 411 52 26 FALSE 0.11
non-small cell lung cancer KRAS_12 CIITA Any amplification 700 213 -0.80 -1.19 -0.45 1381.62 1.00 1614 668 181 32 FALSE 4.29
non-small cell lung cancer KRAS_12 PRAME Any amplification 467 78 -0.89 -1.59 -0.29 1348.41 1.00 1184 456 67 11 FALSE 2.13
non-small cell lung cancer KRAS_12 PRF1 Any amplification 700 82 0.18 -0.28 0.62 1492.09 1.00 1739 674 56 26 FALSE 0.35
uterine cancer KRAS_12 PRF1 Any amplification 90 83 0.35 -0.26 0.92 1552.86 1.00 580 77 70 13 FALSE 0.58
ovarian cancer KRAS_12 PRF1 Any amplification 75 51 0.79 0.03 1.49 1452.71 1.00 706 65 41 10 FALSE 1.48
ovarian cancer KRAS_12 PRKCZ Any amplification 53 53 -2.17 -4.84 -0.41 1201.79 1.00 472 52 52 1 FALSE 1.25
uterine cancer KRAS_12 SMC3 Any amplification 90 79 0.38 -0.25 1.00 204.93 1.01 589 77 66 13 FALSE 0.59
colorectal cancer KRAS_12 WRN Any amplification 437 65 0.06 -0.52 0.58 1493.68 1.00 1016 417 45 20 TRUE 0.09
non-small cell lung cancer KRAS_12 WRN Any amplification 700 68 -0.10 -0.62 0.39 1384.68 1.00 1745 682 50 18 TRUE 0.16
uterine cancer KRAS_12 WRN Any amplification 90 55 -0.38 -1.26 0.40 1458.84 1.00 599 86 51 4 TRUE 0.43
ovarian cancer KRAS_12 WRN Any amplification 75 60 0.65 -0.10 1.32 1291.96 1.00 698 64 49 11 TRUE 1.14
ovarian cancer KRAS_12 SS18 Any amplification 54 54 -1.25 -3.10 0.16 808.08 1.00 496 52 52 2 FALSE 0.88
non-small cell lung cancer KRAS_12 BCL11B Any amplification 233 58 -2.28 -3.63 -1.21 1196.19 1.00 489 230 55 3 FALSE 3.54
colorectal cancer KRAS_12 MCM8 Any amplification 205 237 -0.41 -0.77 -0.06 1428.17 1.00 302 147 179 58 FALSE 1.64
non-small cell lung cancer KRAS_12 MCM8 Any amplification 233 69 -0.69 -1.33 -0.10 1410.54 1.00 488 220 56 13 FALSE 1.56
non-small cell lung cancer KRAS_12 MLH3 Any amplification 233 51 -1.31 -2.22 -0.48 826.81 1.01 499 227 45 6 FALSE 2.46
non-small cell lung cancer KRAS_12 MTA1 Any amplification 233 79 -1.35 -2.13 -0.69 1255.05 1.00 474 224 70 9 FALSE 3.75
colorectal cancer KRAS_12 MTAP Any amplification 244 54 -0.11 -0.74 0.36 17.39 1.07 513 229 39 15 FALSE 0.17
colorectal cancer KRAS_12 POLB Any amplification 205 143 -0.10 -0.49 0.27 1512.68 1.00 378 165 103 40 FALSE 0.20
non-small cell lung cancer KRAS_12 POLB Any amplification 233 88 -0.08 -0.55 0.40 1434.20 1.00 482 207 62 26 FALSE 0.13
non-small cell lung cancer KRAS_12 RHBDF2 Any amplification 233 86 0.19 -0.29 0.65 1458.25 1.00 487 204 57 29 FALSE 0.37
non-small cell lung cancer KRAS_12 SERPINA1 Any amplification 233 59 -1.99 -3.17 -1.02 1465.35 1.00 489 229 55 4 FALSE 3.44
non-small cell lung cancer KRAS_12 SLC34A2 Any amplification 233 69 0.16 -0.40 0.66 1459.23 1.00 498 210 46 23 FALSE 0.25
non-small cell lung cancer KRAS_12 TLX3 Any amplification 233 67 -0.70 -1.47 -0.05 87.28 1.02 490 220 54 13 FALSE 1.28
non-small cell lung cancer KRAS_12 TRAF3 Any amplification 233 72 -1.69 -2.62 -0.94 261.66 1.02 478 227 66 6 FALSE 4.00
non-small cell lung cancer KRAS_12 TRIM37 Any amplification 233 76 0.10 -0.36 0.54 1025.67 1.01 492 209 52 24 FALSE 0.20
non-small cell lung cancer KRAS_12 UIMC1 Any amplification 250 66 -0.70 -1.39 -0.10 1376.08 1.00 554 238 54 12 FALSE 1.50
non-small cell lung cancer KRAS_12 MRE11A Any amplification 1193 55 -0.09 -0.74 0.48 121.36 1.03 3501 1180 42 13 FALSE 0.11
colorectal cancer KRAS_12 WHSC1L1 Any amplification 581 140 -0.41 -0.80 -0.02 1533.69 1.00 1240 548 107 33 FALSE 1.41
cancer of unknown primary KRAS_12 WHSC1L1 Any amplification 134 53 -0.87 -1.74 -0.15 1485.62 1.00 711 131 50 3 FALSE 1.48
non-small cell lung cancer KRAS_12 WHSC1L1 Any amplification 726 108 -0.64 -1.12 -0.17 1445.12 1.00 1944 708 90 18 FALSE 2.01
colorectal cancer KRAS_12 CDK8 Any amplification 976 453 0.05 -0.16 0.26 946.15 1.00 1973 836 313 140 FALSE 0.18
colorectal cancer KRAS_12 FANCC Any amplification 1208 71 0.11 -0.41 0.60 1123.20 1.00 2818 1185 48 23 TRUE 0.18
colorectal cancer KRAS_12 GNAQ Any amplification 1213 70 0.06 -0.45 0.57 1531.32 1.00 2832 1191 48 22 TRUE 0.09
colorectal cancer KRAS_12 HRAS Any amplification 1213 62 0.11 -0.36 0.58 1120.72 1.00 2839 1192 41 21 TRUE 0.20
non-small cell lung cancer KRAS_12 HRAS Any amplification 1684 77 -0.05 -0.52 0.38 1451.95 1.00 4778 1666 59 18 TRUE 0.08
colorectal cancer KRAS_12 LMO1 Any amplification 1208 51 0.12 -0.37 0.61 1355.46 1.00 2833 1190 33 18 FALSE 0.20
non-small cell lung cancer KRAS_12 LMO1 Any amplification 1660 67 -0.08 -0.57 0.38 1441.55 1.00 4734 1645 52 15 FALSE 0.12
colorectal cancer KRAS_12 PAX5 Any amplification 1208 118 0.12 -0.24 0.49 1613.23 1.00 2786 1170 80 38 TRUE 0.28
non-small cell lung cancer KRAS_12 PAX5 Any amplification 1660 93 -0.06 -0.49 0.36 1495.77 1.00 4716 1637 70 23 TRUE 0.10
colorectal cancer KRAS_12 TNFAIP3 Any amplification 1208 75 0.17 -0.33 0.64 1452.41 1.00 2817 1182 49 26 TRUE 0.30
non-small cell lung cancer KRAS_12 TNFAIP3 Any amplification 1660 56 -2.55 -4.63 -1.15 1308.17 1.00 4731 1659 55 1 TRUE 2.24
colorectal cancer KRAS_12 CDKN1C Any amplification 437 54 0.03 -0.39 0.49 851.57 1.01 1025 419 36 18 FALSE 0.04
non-small cell lung cancer KRAS_12 CDKN1C Any amplification 700 73 -0.07 -0.50 0.34 1182.73 1.00 1740 682 55 18 FALSE 0.14
colorectal cancer KRAS_12 MYB Any amplification 531 89 0.12 -0.38 0.58 1331.67 1.00 1180 501 59 30 FALSE 0.22
non-small cell lung cancer KRAS_12 MYB Any amplification 737 52 -2.61 -4.72 -1.22 1601.65 1.00 1886 736 51 1 FALSE 2.43
non-small cell lung cancer KRAS_12 FANCF Any amplification 745 57 -0.39 -1.06 0.22 1207.68 1.00 1922 733 45 12 TRUE 0.63
colorectal cancer KRAS_12 FANCG Any amplification 551 120 0.06 -0.34 0.44 1433.20 1.00 1204 513 82 38 TRUE 0.13
non-small cell lung cancer KRAS_12 FANCG Any amplification 745 88 -0.19 -0.65 0.27 1551.70 1.00 1900 724 67 21 TRUE 0.37
colorectal cancer KRAS_12 CYLD Any amplification 868 124 -0.05 -0.43 0.33 1379.66 1.00 1948 830 86 38 FALSE 0.09
non-small cell lung cancer KRAS_12 CYLD Any amplification 1213 108 -0.87 -1.50 -0.36 1600.23 1.00 3268 1200 95 13 FALSE 2.44
colorectal cancer KRAS_12 XPA Any amplification 437 76 -0.01 -0.54 0.46 559.52 1.01 1007 415 54 22 TRUE 0.02
colorectal cancer KRAS_12 AKT2 Any amplification 1209 145 0.07 -0.28 0.41 1201.02 1.00 2768 1163 99 46 TRUE 0.17
cancer of unknown primary KRAS_12 AKT2 Any amplification 229 86 0.53 0.03 1.01 1639.85 1.00 1125 207 64 22 TRUE 1.41
non-small cell lung cancer KRAS_12 AKT2 Any amplification 1660 248 -0.64 -0.97 -0.30 1570.37 1.00 4585 1621 209 39 TRUE 3.69
pancreatic cancer KRAS_12 AKT2 Any amplification 1438 120 0.32 -0.08 0.74 1354.64 1.00 636 1348 30 90 TRUE 0.89
uterine cancer KRAS_12 AKT2 Any amplification 226 96 -0.58 -1.33 0.06 1485.31 1.00 1530 219 89 7 TRUE 0.96
ovarian cancer KRAS_12 AKT2 Any amplification 147 170 -1.10 -1.91 -0.40 1448.63 1.00 1311 142 165 5 TRUE 2.32
colorectal cancer KRAS_12 BCL6 Any amplification 1208 63 0.34 -0.17 0.82 1454.93 1.00 2828 1183 38 25 FALSE 0.74
cancer of unknown primary KRAS_12 BCL6 Any amplification 229 111 -0.84 -1.53 -0.20 1606.48 1.00 1085 220 102 9 FALSE 1.85
non-small cell lung cancer KRAS_12 BCL6 Any amplification 1660 358 -1.52 -1.90 -1.14 1308.22 1.00 4454 1634 332 26 FALSE 14.23
pancreatic cancer KRAS_12 BCL6 Any amplification 1433 52 -0.20 -0.73 0.34 1574.95 1.00 647 1399 18 34 FALSE 0.33
uterine cancer KRAS_12 BCL6 Any amplification 226 93 -0.94 -1.84 -0.14 1581.55 1.00 1530 221 88 5 FALSE 1.53
ovarian cancer KRAS_12 BCL6 Any amplification 147 281 -1.02 -1.64 -0.44 1388.74 1.00 1206 136 270 11 FALSE 3.05
ovarian cancer KRAS_12 CALR Any amplification 74 60 -2.28 -4.78 -0.46 236.15 1.01 725 73 59 1 TRUE 1.30
colorectal cancer KRAS_12 CCND2 Any amplification 1209 219 0.50 0.23 0.78 1609.06 1.00 2737 1120 130 89 FALSE 3.71
cancer of unknown primary KRAS_12 CCND2 Any amplification 229 76 0.52 -0.03 1.01 1510.89 1.00 1132 210 57 19 FALSE 1.27
non-small cell lung cancer KRAS_12 CCND2 Any amplification 1660 170 0.26 -0.07 0.59 1479.07 1.00 4677 1607 117 53 FALSE 0.91
pancreatic cancer KRAS_12 CCND2 Any amplification 1438 90 -0.74 -1.16 -0.29 1472.89 1.00 621 1393 45 45 FALSE 3.16
ovarian cancer KRAS_12 CCND2 Any amplification 147 149 -0.25 -0.87 0.33 1456.07 1.00 1338 136 138 11 FALSE 0.38
colorectal cancer KRAS_12 CCNE1 Any amplification 1209 128 0.07 -0.27 0.42 1412.99 1.00 2780 1168 87 41 TRUE 0.16
cancer of unknown primary KRAS_12 CCNE1 Any amplification 230 97 0.02 -0.55 0.52 1167.33 1.01 1109 213 80 17 TRUE 0.02
non-small cell lung cancer KRAS_12 CCNE1 Any amplification 1660 330 -0.65 -0.96 -0.36 1327.12 1.00 4516 1608 278 52 TRUE 4.56
pancreatic cancer KRAS_12 CCNE1 Any amplification 1438 93 -0.20 -0.61 0.20 1403.14 1.00 633 1378 33 60 TRUE 0.46
uterine cancer KRAS_12 CCNE1 Any amplification 226 189 -1.06 -1.75 -0.46 1469.30 1.00 1439 217 180 9 TRUE 2.89
ovarian cancer KRAS_12 CCNE1 Any amplification 147 347 -1.23 -1.86 -0.67 1561.28 1.00 1140 136 336 11 TRUE 4.33
colorectal cancer KRAS_12 CDK6 Any amplification 1209 396 -0.01 -0.23 0.21 1543.15 1.00 2589 1091 278 118 TRUE 0.03
cancer of unknown primary KRAS_12 CDK6 Any amplification 230 124 -0.42 -0.99 0.10 1214.66 1.00 1080 215 109 15 TRUE 0.89
non-small cell lung cancer KRAS_12 CDK6 Any amplification 1660 416 -0.72 -1.00 -0.45 1473.70 1.00 4440 1598 354 62 TRUE 6.43
pancreatic cancer KRAS_12 CDK6 Any amplification 1438 94 -1.04 -1.45 -0.64 1491.70 1.00 613 1397 53 41 TRUE 6.27
ovarian cancer KRAS_12 CDK6 Any amplification 147 100 -0.54 -1.35 0.13 1504.13 1.00 1382 141 94 6 TRUE 0.80
colorectal cancer KRAS_12 CEBPA Any amplification 1150 175 -0.06 -0.41 0.27 1430.30 1.00 2591 1099 124 51 TRUE 0.16
cancer of unknown primary KRAS_12 CEBPA Any amplification 224 90 0.02 -0.52 0.53 1418.43 1.00 1074 208 74 16 TRUE 0.03
non-small cell lung cancer KRAS_12 CEBPA Any amplification 1593 275 -0.76 -1.10 -0.44 1388.33 1.00 4242 1553 235 40 TRUE 5.27
pancreatic cancer KRAS_12 CEBPA Any amplification 1418 82 -0.13 -0.58 0.31 1366.69 1.00 616 1363 27 55 TRUE 0.23
uterine cancer KRAS_12 CEBPA Any amplification 214 112 -0.89 -1.71 -0.19 1467.90 1.00 1406 208 106 6 TRUE 1.68
ovarian cancer KRAS_12 CEBPA Any amplification 138 195 -0.99 -1.75 -0.36 1630.03 1.00 1204 131 188 7 TRUE 2.28
colorectal cancer KRAS_12 ERCC4 Any amplification 1188 108 0.18 -0.25 0.61 1377.03 1.00 2750 1149 69 39 TRUE 0.39
non-small cell lung cancer KRAS_12 ERCC4 Any amplification 1652 220 -0.56 -0.94 -0.20 1489.97 1.00 4571 1617 185 35 TRUE 2.55
colorectal cancer KRAS_12 EZH2 Any amplification 1213 374 0.01 -0.23 0.23 1339.38 1.00 2619 1100 261 113 TRUE 0.03
cancer of unknown primary KRAS_12 EZH2 Any amplification 230 88 -0.64 -1.34 0.01 1486.17 1.00 1109 221 79 9 TRUE 1.22
non-small cell lung cancer KRAS_12 EZH2 Any amplification 1684 379 -0.60 -0.88 -0.33 1497.99 1.00 4521 1621 316 63 TRUE 4.74
pancreatic cancer KRAS_12 EZH2 Any amplification 1438 58 -1.60 -2.15 -1.09 1435.19 1.00 625 1421 41 17 TRUE 8.17
ovarian cancer KRAS_12 EZH2 Any amplification 147 159 -1.01 -1.83 -0.32 1412.19 1.00 1323 141 153 6 TRUE 2.01
non-small cell lung cancer KRAS_12 GATA2 Any amplification 1193 79 -0.90 -1.59 -0.25 1561.23 1.00 3474 1183 69 10 TRUE 2.08
ovarian cancer KRAS_12 GATA2 Any amplification 94 59 -0.79 -2.01 0.24 1447.97 1.00 896 91 56 3 TRUE 0.74
colorectal cancer KRAS_12 PTPN11 Any amplification 1213 59 0.29 -0.22 0.81 1423.75 1.00 2842 1192 38 21 TRUE 0.57
non-small cell lung cancer KRAS_12 PTPN11 Any amplification 1684 68 0.37 -0.11 0.84 1523.53 1.00 4792 1661 45 23 TRUE 0.89
ovarian cancer KRAS_12 PTPN11 Any amplification 147 58 1.02 0.36 1.64 1357.24 1.00 1431 134 45 13 TRUE 2.67
colorectal cancer KRAS_12 RAD52 Any amplification 976 119 0.42 0.05 0.80 1429.99 1.00 2214 929 72 47 FALSE 1.52
non-small cell lung cancer KRAS_12 RAD52 Any amplification 1193 121 0.08 -0.35 0.46 1545.04 1.00 3447 1160 88 33 FALSE 0.16
pancreatic cancer KRAS_12 RAD52 Any amplification 1267 65 -0.20 -0.70 0.32 1447.23 1.00 536 1225 23 42 FALSE 0.35
ovarian cancer KRAS_12 RAD52 Any amplification 94 88 -0.32 -1.18 0.37 1638.37 1.00 870 88 82 6 FALSE 0.38
colorectal cancer KRAS_12 RHEB Any amplification 996 345 0.06 -0.18 0.29 1535.30 1.00 2130 889 238 107 FALSE 0.19
cancer of unknown primary KRAS_12 RHEB Any amplification 211 81 -0.57 -1.25 0.05 1526.06 1.00 973 202 72 9 FALSE 1.02
non-small cell lung cancer KRAS_12 RHEB Any amplification 1428 329 -0.57 -0.86 -0.29 1413.74 1.00 3658 1370 271 58 FALSE 4.09
pancreatic cancer KRAS_12 RHEB Any amplification 1353 55 -1.60 -2.21 -1.05 1456.12 1.00 547 1336 38 17 FALSE 7.70
ovarian cancer KRAS_12 RHEB Any amplification 106 128 -0.79 -1.59 -0.07 1157.44 1.00 987 100 122 6 FALSE 1.35
colorectal cancer KRAS_12 SOCS1 Any amplification 1208 100 -0.01 -0.46 0.44 1393.09 1.00 2798 1176 68 32 FALSE 0.02
non-small cell lung cancer KRAS_12 SOCS1 Any amplification 1660 239 -0.61 -0.97 -0.26 1389.05 1.00 4584 1623 202 37 FALSE 3.18
colorectal cancer KRAS_12 SOX2 Any amplification 1208 69 0.37 -0.12 0.86 1602.83 1.00 2825 1180 41 28 FALSE 0.90
cancer of unknown primary KRAS_12 SOX2 Any amplification 230 135 -0.95 -1.60 -0.34 1358.79 1.00 1061 220 125 10 FALSE 2.44
non-small cell lung cancer KRAS_12 SOX2 Any amplification 1660 461 -1.59 -1.95 -1.27 1577.65 1.00 4357 1628 429 32 FALSE 19.33
pancreatic cancer KRAS_12 SOX2 Any amplification 1433 58 -0.18 -0.68 0.33 1487.25 1.00 645 1395 20 38 FALSE 0.31
uterine cancer KRAS_12 SOX2 Any amplification 226 99 -1.01 -1.92 -0.26 1533.29 1.00 1522 221 94 5 FALSE 1.73
ovarian cancer KRAS_12 SOX2 Any amplification 147 303 -1.10 -1.71 -0.54 1529.43 1.00 1184 136 292 11 FALSE 3.54
colorectal cancer KRAS_12 ETV5 Any amplification 551 64 0.22 -0.32 0.72 1615.12 1.00 1246 527 40 24 TRUE 0.40
cancer of unknown primary KRAS_12 ETV5 Any amplification 95 111 -0.58 -1.21 0.04 1529.02 1.00 453 84 100 11 TRUE 1.15
non-small cell lung cancer KRAS_12 ETV5 Any amplification 745 329 -1.55 -1.96 -1.18 1644.01 1.00 1665 718 302 27 TRUE 14.61
pancreatic cancer KRAS_12 ETV5 Any amplification 390 52 0.04 -0.49 0.63 1537.32 1.00 213 356 18 34 TRUE 0.05
uterine cancer KRAS_12 ETV5 Any amplification 94 96 -1.19 -2.19 -0.38 1459.29 1.00 601 90 92 4 TRUE 1.99
ovarian cancer KRAS_12 ETV5 Any amplification 86 288 -1.21 -1.83 -0.61 1423.06 1.00 554 75 277 11 TRUE 3.92
colorectal cancer KRAS_12 PRKDC Any amplification 551 446 -0.46 -0.70 -0.22 1352.78 1.00 942 449 344 102 FALSE 3.63
cancer of unknown primary KRAS_12 PRKDC Any amplification 95 107 -0.09 -0.62 0.43 1490.15 1.00 460 80 92 15 FALSE 0.14
non-small cell lung cancer KRAS_12 PRKDC Any amplification 745 373 0.26 0.02 0.51 1583.27 1.00 1715 624 252 121 FALSE 1.51
pancreatic cancer KRAS_12 PRKDC Any amplification 390 62 0.02 -0.46 0.50 1584.60 1.00 208 350 22 40 FALSE 0.03
uterine cancer KRAS_12 PRKDC Any amplification 94 109 -0.57 -1.28 0.06 1442.30 1.00 590 86 101 8 FALSE 1.02
ovarian cancer KRAS_12 PRKDC Any amplification 86 199 -0.10 -0.63 0.39 1541.22 1.00 650 68 181 18 FALSE 0.16
colorectal cancer KRAS_12 PRKCI Any amplification 868 85 0.25 -0.20 0.69 1444.90 1.00 1981 836 53 32 FALSE 0.59
cancer of unknown primary KRAS_12 PRKCI Any amplification 194 131 -1.03 -1.70 -0.40 1447.79 1.00 900 185 122 9 FALSE 2.76
non-small cell lung cancer KRAS_12 PRKCI Any amplification 1213 440 -1.37 -1.72 -1.05 1530.04 1.00 2963 1173 400 40 FALSE 14.66
pancreatic cancer KRAS_12 PRKCI Any amplification 1015 72 -0.10 -0.56 0.39 1414.14 1.00 440 966 23 49 FALSE 0.15
uterine cancer KRAS_12 PRKCI Any amplification 182 123 -1.45 -2.38 -0.61 1549.84 1.00 1150 178 119 4 FALSE 2.85
ovarian cancer KRAS_12 PRKCI Any amplification 120 391 -1.21 -1.81 -0.67 1492.79 1.00 847 106 377 14 FALSE 4.49
colorectal cancer KRAS_12 CBLB Any amplification 437 52 0.39 -0.15 0.96 1447.71 1.00 1030 416 31 21 FALSE 0.76
non-small cell lung cancer KRAS_12 CBLB Any amplification 700 174 -1.29 -1.78 -0.82 1431.19 1.00 1638 683 157 17 FALSE 6.53
ovarian cancer KRAS_12 CBLB Any amplification 75 121 -0.59 -1.39 0.13 1412.82 1.00 633 68 114 7 FALSE 0.89
non-small cell lung cancer KRAS_12 CDK1 Any amplification 467 53 0.04 -0.55 0.57 1338.69 1.00 1213 452 38 15 FALSE 0.05
uterine cancer KRAS_12 CDK1 Any amplification 65 65 0.55 -0.08 1.14 1502.18 1.00 388 52 52 13 FALSE 1.08
ovarian cancer KRAS_12 CDK1 Any amplification 53 53 0.21 -0.65 0.95 1447.54 1.00 477 47 47 6 FALSE 0.22
colorectal cancer KRAS_12 CRTC1 Any amplification 437 64 0.10 -0.43 0.62 1386.89 1.00 1018 416 43 21 FALSE 0.14
non-small cell lung cancer KRAS_12 CRTC1 Any amplification 700 51 -1.04 -1.88 -0.27 1417.34 1.00 1750 694 45 6 FALSE 2.01
ovarian cancer KRAS_12 CRTC1 Any amplification 75 137 -0.72 -1.55 0.03 1434.20 1.00 617 68 130 7 FALSE 1.15
colorectal cancer KRAS_12 CUX1 Any amplification 437 373 0.04 -0.22 0.29 1513.13 1.00 800 325 261 112 FALSE 0.13
cancer of unknown primary KRAS_12 CUX1 Any amplification 86 100 -0.06 -0.68 0.51 1360.31 1.00 418 71 85 15 FALSE 0.08
non-small cell lung cancer KRAS_12 CUX1 Any amplification 700 378 -0.78 -1.07 -0.50 1500.43 1.00 1479 638 316 62 FALSE 7.00
pancreatic cancer KRAS_12 CUX1 Any amplification 340 68 -1.30 -1.81 -0.80 1628.93 1.00 147 317 45 23 FALSE 6.22
uterine cancer KRAS_12 CUX1 Any amplification 90 51 -0.24 -1.07 0.54 1515.42 1.00 610 84 45 6 FALSE 0.24
ovarian cancer KRAS_12 CUX1 Any amplification 75 100 -0.57 -1.36 0.18 1464.18 1.00 653 69 94 6 FALSE 0.81
colorectal cancer KRAS_12 DDB2 Any amplification 437 52 -0.18 -0.63 0.26 1043.47 1.00 1024 422 37 15 TRUE 0.37
non-small cell lung cancer KRAS_12 DDB2 Any amplification 700 86 -0.24 -0.69 0.17 1054.94 1.00 1728 681 67 19 TRUE 0.59
non-small cell lung cancer KRAS_12 EXT2 Any amplification 700 85 -0.74 -1.34 -0.15 1005.61 1.00 1724 686 71 14 TRUE 1.87
colorectal cancer KRAS_12 LMO2 Any amplification 437 52 -0.05 -0.63 0.52 924.88 1.00 1027 419 34 18 FALSE 0.07
non-small cell lung cancer KRAS_12 LMO2 Any amplification 700 78 -0.36 -0.94 0.15 1008.09 1.00 1731 686 64 14 FALSE 0.74
colorectal cancer KRAS_12 LMO3 Any amplification 232 52 0.66 0.13 1.20 1486.76 1.00 551 209 29 23 FALSE 1.82
non-small cell lung cancer KRAS_12 LMO3 Any amplification 467 132 0.66 0.30 1.01 1477.26 1.00 1173 413 78 54 FALSE 3.48
ovarian cancer KRAS_12 LMO3 Any amplification 53 88 0.18 -0.52 0.82 1390.60 1.00 445 44 79 9 FALSE 0.22
colorectal cancer KRAS_12 MECOM Any amplification 476 74 0.32 -0.15 0.80 1409.30 1.00 1087 447 45 29 FALSE 0.73
cancer of unknown primary KRAS_12 MECOM Any amplification 87 122 -0.94 -1.66 -0.29 1507.82 1.00 397 78 113 9 FALSE 2.16
non-small cell lung cancer KRAS_12 MECOM Any amplification 717 421 -1.41 -1.75 -1.09 1466.64 1.00 1480 675 379 42 FALSE 16.71
pancreatic cancer KRAS_12 MECOM Any amplification 347 68 0.06 -0.47 0.60 1556.46 1.00 176 302 23 45 FALSE 0.09
uterine cancer KRAS_12 MECOM Any amplification 91 142 -1.28 -2.09 -0.54 1285.87 1.00 518 85 136 6 FALSE 2.85
ovarian cancer KRAS_12 MECOM Any amplification 79 381 -1.47 -2.07 -0.93 1545.56 1.00 384 65 367 14 FALSE 6.12
colorectal cancer KRAS_12 MYBL1 Any amplification 437 469 -0.33 -0.58 -0.08 1536.64 1.00 707 322 354 115 FALSE 2.04
cancer of unknown primary KRAS_12 MYBL1 Any amplification 86 119 -0.17 -0.73 0.39 1383.83 1.00 398 70 103 16 FALSE 0.26
non-small cell lung cancer KRAS_12 MYBL1 Any amplification 700 406 0.32 0.09 0.55 1520.58 1.00 1527 562 268 138 FALSE 2.18
pancreatic cancer KRAS_12 MYBL1 Any amplification 340 68 0.00 -0.50 0.50 1436.66 1.00 168 296 24 44 FALSE 0.01
uterine cancer KRAS_12 MYBL1 Any amplification 90 120 -0.68 -1.39 -0.04 1384.59 1.00 538 82 112 8 FALSE 1.30
ovarian cancer KRAS_12 MYBL1 Any amplification 75 223 -0.13 -0.63 0.36 1467.47 1.00 543 56 204 19 FALSE 0.22
colorectal cancer KRAS_12 NFKBIZ Any amplification 437 80 0.29 -0.16 0.74 1457.34 1.00 1011 407 50 30 FALSE 0.67
non-small cell lung cancer KRAS_12 NFKBIZ Any amplification 700 198 -0.93 -1.36 -0.54 1496.02 1.00 1624 673 171 27 FALSE 5.03
ovarian cancer KRAS_12 NFKBIZ Any amplification 75 118 -0.39 -1.15 0.26 1606.90 1.00 637 67 110 8 FALSE 0.56
colorectal cancer KRAS_12 RBL2 Any amplification 232 64 0.13 -0.40 0.68 1278.23 1.00 537 211 43 21 FALSE 0.19
non-small cell lung cancer KRAS_12 RBL2 Any amplification 467 55 -0.84 -1.68 -0.19 1439.78 1.00 1203 460 48 7 FALSE 1.55
colorectal cancer KRAS_12 RHPN2 Any amplification 232 71 0.11 -0.43 0.60 1551.92 1.00 533 208 47 24 FALSE 0.17
non-small cell lung cancer KRAS_12 RHPN2 Any amplification 467 146 -0.74 -1.17 -0.33 1567.43 1.00 1128 444 123 23 FALSE 3.14
uterine cancer KRAS_12 RHPN2 Any amplification 65 63 -0.82 -1.74 -0.04 1319.91 1.00 381 61 59 4 FALSE 1.24
ovarian cancer KRAS_12 RHPN2 Any amplification 53 133 -0.85 -1.62 -0.17 1422.97 1.00 397 47 127 6 FALSE 1.61
colorectal cancer KRAS_12 SBDS Any amplification 437 370 -0.01 -0.26 0.24 1484.49 1.00 799 329 262 108 TRUE 0.02
cancer of unknown primary KRAS_12 SBDS Any amplification 86 94 -0.40 -1.06 0.21 1353.52 1.00 420 75 83 11 TRUE 0.64
non-small cell lung cancer KRAS_12 SBDS Any amplification 700 346 -0.67 -0.96 -0.39 1641.45 1.00 1511 638 284 62 TRUE 5.30
pancreatic cancer KRAS_12 SBDS Any amplification 340 61 -1.35 -1.89 -0.79 1362.63 1.00 151 320 41 20 TRUE 5.93
ovarian cancer KRAS_12 SBDS Any amplification 75 75 -0.52 -1.41 0.29 1340.57 1.00 677 70 70 5 TRUE 0.61
non-small cell lung cancer KRAS_12 STAG1 Any amplification 467 177 -1.17 -1.66 -0.72 1485.50 1.00 1094 447 157 20 FALSE 5.90
ovarian cancer KRAS_12 STAG1 Any amplification 53 140 -0.91 -1.72 -0.19 1560.97 1.00 391 46 133 7 FALSE 1.62
colorectal cancer KRAS_12 STAT6 Any amplification 437 68 0.27 -0.22 0.77 1536.78 1.00 1017 413 44 24 FALSE 0.55
cancer of unknown primary KRAS_12 STAT6 Any amplification 86 55 0.79 0.17 1.43 1575.97 1.00 464 71 40 15 FALSE 1.84
non-small cell lung cancer KRAS_12 STAT6 Any amplification 700 124 -0.03 -0.45 0.36 1411.06 1.00 1705 666 90 34 FALSE 0.05
pancreatic cancer KRAS_12 STAT6 Any amplification 340 54 -0.73 -1.32 -0.16 1563.70 1.00 162 316 30 24 FALSE 1.87
ovarian cancer KRAS_12 STAT6 Any amplification 75 77 0.98 0.37 1.57 1142.06 1.00 686 59 61 16 FALSE 2.88
ovarian cancer KRAS_12 ZNF708 Any amplification 53 52 -1.19 -2.99 0.08 215.22 1.03 474 51 50 2 FALSE 0.84
non-small cell lung cancer KRAS_12 KCNIP1 Any amplification 347 88 -0.46 -0.97 0.00 648.92 1.01 797 329 70 18 FALSE 1.23
colorectal cancer KRAS_12 SLITRK6 Any amplification 191 299 0.18 -0.15 0.51 607.17 1.00 252 97 205 94 FALSE 0.53
non-small cell lung cancer KRAS_12 SQSTM1 Any amplification 347 95 -0.54 -1.10 0.00 1201.91 1.00 791 328 76 19 FALSE 1.30
ovarian cancer KRAS_12 BABAM1 Any amplification 59 57 -2.12 -4.97 -0.33 1471.12 1.00 590 58 56 1 FALSE 1.13
colorectal cancer KRAS_12 LIG4 Any amplification 205 315 0.14 -0.20 0.48 803.27 1.00 265 106 216 99 FALSE 0.37
non-small cell lung cancer KRAS_12 MBD4 Any amplification 233 72 -1.40 -2.22 -0.69 1360.11 1.00 480 225 64 8 FALSE 3.45
non-small cell lung cancer KRAS_12 POLQ Any amplification 233 69 -1.31 -2.16 -0.59 1460.45 1.00 483 225 61 8 FALSE 2.97
non-small cell lung cancer KRAS_12 TOPBP1 Any amplification 233 77 -1.31 -2.10 -0.69 1435.83 1.00 476 224 68 9 FALSE 3.56
colorectal cancer KRAS_12 CDKN1A Any amplification 1188 81 -0.36 -0.85 0.09 1509.38 1.00 2757 1169 62 19 FALSE 0.86
non-small cell lung cancer KRAS_12 CDKN1A Any amplification 1652 156 -0.29 -0.68 0.09 1391.15 1.00 4633 1619 123 33 FALSE 0.84
ovarian cancer KRAS_12 CDKN1A Any amplification 144 99 -0.61 -1.45 0.14 1440.83 1.00 1352 139 94 5 FALSE 0.89
colorectal cancer KRAS_12 FANCE Any amplification 551 75 -0.37 -0.90 0.13 1520.62 1.00 1229 533 57 18 FALSE 0.79
non-small cell lung cancer KRAS_12 FANCE Any amplification 745 143 -0.36 -0.76 0.04 1367.28 1.00 1855 714 112 31 FALSE 1.11
ovarian cancer KRAS_12 FANCE Any amplification 86 88 -0.77 -1.68 -0.01 1466.72 1.00 747 82 84 4 FALSE 1.08
colorectal cancer KRAS_12 PMS2 Any amplification 1209 512 -0.21 -0.41 0.00 1371.69 1.00 2488 1076 379 133 TRUE 1.33
cancer of unknown primary KRAS_12 PMS2 Any amplification 229 117 -0.13 -0.65 0.39 1588.15 1.00 1090 211 99 18 TRUE 0.20
non-small cell lung cancer KRAS_12 PMS2 Any amplification 1660 576 -0.44 -0.65 -0.22 1512.79 1.00 4326 1552 468 108 TRUE 4.24
pancreatic cancer KRAS_12 PMS2 Any amplification 1438 88 -0.69 -1.10 -0.30 1413.61 1.00 624 1392 42 46 TRUE 3.09
ovarian cancer KRAS_12 PMS2 Any amplification 147 54 -0.16 -1.07 0.66 1396.73 1.00 1427 142 49 5 TRUE 0.14
colorectal cancer KRAS_12 RAD51D Any amplification 977 53 -0.54 -1.18 0.08 713.48 1.00 2245 966 42 11 FALSE 0.96
colorectal cancer KRAS_12 FUS Any amplification 437 135 -0.33 -0.59 0.09 8.17 1.12 963 400 98 37 FALSE 1.20
non-small cell lung cancer KRAS_12 FUS Any amplification 700 208 -0.54 -0.91 -0.28 91.08 1.03 1622 665 173 35 FALSE 3.47
colorectal cancer KRAS_12 IKZF3 Any amplification 271 66 -0.52 -1.08 -0.07 1245.61 1.00 596 260 55 11 FALSE 1.38
non-small cell lung cancer KRAS_12 IKZF3 Any amplification 484 142 -0.34 -0.72 0.03 1167.10 1.00 1206 451 109 33 FALSE 1.09
non-small cell lung cancer KRAS_12C AKT1 Any amplification 835 177 -1.23 -2.00 -0.54 402.33 1.00 5517 827 169 8 TRUE 2.88
non-small cell lung cancer KRAS_12C CBL Any amplification 821 118 -0.48 -1.20 0.16 1163.86 1.00 5525 811 108 10 TRUE 0.79
colorectal cancer KRAS_12C CCND1 Any amplification 123 81 -0.90 -2.81 0.47 1410.36 1.00 3873 122 80 1 TRUE 0.55
non-small cell lung cancer KRAS_12C CCND1 Any amplification 821 331 -0.24 -0.61 0.12 1600.31 1.00 5337 786 296 35 TRUE 0.68
colorectal cancer KRAS_12C CD274 Any amplification 120 112 0.47 -0.49 1.25 1475.44 1.00 3781 114 106 6 FALSE 0.55
non-small cell lung cancer KRAS_12C CD274 Any amplification 819 125 0.07 -0.45 0.56 1474.96 1.00 5481 802 108 17 FALSE 0.11
colorectal cancer KRAS_12C CD79B Any amplification 123 92 -0.83 -2.69 0.51 1492.49 1.00 3860 122 91 1 FALSE 0.51
non-small cell lung cancer KRAS_12C CD79B Any amplification 821 224 0.44 0.10 0.78 1451.63 1.00 5443 779 182 42 FALSE 1.93
colorectal cancer KRAS_12C CDKN1B Any amplification 123 149 1.01 0.35 1.61 1419.90 1.00 3816 111 137 12 TRUE 2.84
non-small cell lung cancer KRAS_12C CDKN1B Any amplification 821 196 0.35 -0.05 0.72 1487.93 1.00 5470 788 163 33 TRUE 1.17
non-small cell lung cancer KRAS_12C CHEK2 Any amplification 821 98 -1.33 -2.43 -0.40 969.10 1.00 5539 817 94 4 TRUE 1.94
colorectal cancer KRAS_12C CRKL Any amplification 123 54 -0.76 -2.87 0.76 1487.73 1.00 3898 122 53 1 FALSE 0.40
non-small cell lung cancer KRAS_12C CRKL Any amplification 821 192 -0.59 -1.15 -0.09 1567.50 1.00 5448 806 177 15 FALSE 1.55
non-small cell lung cancer KRAS_12C CSF3R Any amplification 713 80 -1.52 -2.90 -0.47 1398.70 1.00 4559 710 77 3 FALSE 1.78
colorectal cancer KRAS_12C ERCC2 Any amplification 123 100 0.60 -0.25 1.36 1562.21 1.00 3859 117 94 6 TRUE 0.86
non-small cell lung cancer KRAS_12C ERCC2 Any amplification 821 171 0.17 -0.26 0.61 1576.19 1.00 5487 796 146 25 TRUE 0.35
non-small cell lung cancer KRAS_12C ERG Any amplification 769 104 -0.17 -0.79 0.40 1208.36 1.00 5081 757 92 12 FALSE 0.24
colorectal cancer KRAS_12C ETV6 Any amplification 123 139 0.98 0.31 1.63 1599.16 1.00 3823 112 128 11 FALSE 2.42
non-small cell lung cancer KRAS_12C ETV6 Any amplification 821 187 0.36 -0.04 0.71 1630.96 1.00 5470 789 155 32 FALSE 1.19
non-small cell lung cancer KRAS_12C FAM46C Any amplification 821 62 -1.68 -3.45 -0.43 1351.49 1.01 5565 819 60 2 FALSE 1.54
non-small cell lung cancer KRAS_12C FOXA1 Any amplification 585 321 0.14 -0.20 0.46 1329.62 1.00 3652 538 274 47 FALSE 0.39
non-small cell lung cancer KRAS_12C H3F3B Any amplification 550 91 0.31 -0.26 0.83 1224.17 1.00 3510 534 75 16 TRUE 0.58
non-small cell lung cancer KRAS_12C ID3 Any amplification 765 61 -0.89 -1.98 0.05 1354.49 1.00 5031 761 57 4 FALSE 1.05
colorectal cancer KRAS_12C IDH2 Any amplification 123 64 -0.23 -1.64 0.96 1404.64 1.00 3908 121 62 2 TRUE 0.14
non-small cell lung cancer KRAS_12C IDH2 Any amplification 835 96 -0.39 -1.09 0.23 1402.88 1.00 5599 826 87 9 TRUE 0.60
colorectal cancer KRAS_12C KRAS Any amplification 123 148 0.94 0.30 1.52 1395.38 1.00 3833 112 137 11 TRUE 2.55
non-small cell lung cancer KRAS_12C KRAS Any amplification 835 334 0.78 0.52 1.04 1436.54 1.00 5430 757 256 78 TRUE 8.43
non-small cell lung cancer KRAS_12C MAP2K1 Any amplification 821 68 -0.70 -1.71 0.14 1212.38 1.00 5570 816 63 5 TRUE 0.85
non-small cell lung cancer KRAS_12C MAPK1 Any amplification 800 140 -0.59 -1.23 -0.01 1187.34 1.00 5308 789 129 11 FALSE 1.33
colorectal cancer KRAS_12C MEF2B Any amplification 123 55 -0.11 -1.68 1.17 1304.15 1.00 3898 121 53 2 FALSE 0.06
non-small cell lung cancer KRAS_12C MEF2B Any amplification 821 58 -0.47 -1.47 0.33 1425.16 1.00 5572 816 53 5 FALSE 0.50
non-small cell lung cancer KRAS_12C MEN1 Any amplification 821 79 -0.17 -0.92 0.48 1472.33 1.00 5555 812 70 9 TRUE 0.20
non-small cell lung cancer KRAS_12C MPL Any amplification 835 84 -0.89 -2.25 -0.24 2.57 1.51 5598 831 80 4 TRUE 0.79
non-small cell lung cancer KRAS_12C MUTYH Any amplification 821 68 -1.71 -3.41 -0.52 160.73 1.03 5559 819 66 2 TRUE 1.52
non-small cell lung cancer KRAS_12C NF2 Any amplification 821 93 -1.26 -2.40 -0.42 668.83 1.01 5544 817 89 4 TRUE 1.80
non-small cell lung cancer KRAS_12C NFKBIA Any amplification 786 516 0.17 -0.07 0.43 150.55 1.03 4845 709 439 77 FALSE 0.68
non-small cell lung cancer KRAS_12C NPM1 Any amplification 835 207 -0.29 -0.81 0.18 747.10 1.00 5492 814 186 21 FALSE 0.59
non-small cell lung cancer KRAS_12C PHOX2B Any amplification 800 97 0.11 -0.48 0.66 1200.62 1.00 5346 786 83 14 TRUE 0.16
non-small cell lung cancer KRAS_12C PPM1D Any amplification 550 78 0.52 -0.04 1.04 897.33 1.00 3523 534 62 16 FALSE 1.13
colorectal cancer KRAS_12C PRDM1 Any amplification 123 67 -2.04 -5.06 0.22 1144.08 1.00 3885 122 66 1 FALSE 0.86
non-small cell lung cancer KRAS_12C PRDM1 Any amplification 821 69 -3.83 -8.16 -1.39 1123.15 1.00 5556 821 69 0 FALSE 1.45
colorectal cancer KRAS_12C PRKAR1A Any amplification 123 95 -0.87 -2.77 0.40 1416.25 1.00 3857 122 94 1 TRUE 0.54
non-small cell lung cancer KRAS_12C PRKAR1A Any amplification 821 288 0.52 0.21 0.81 1543.47 1.00 5393 765 232 56 TRUE 3.16
non-small cell lung cancer KRAS_12C RAD51C Any amplification 606 77 0.56 -0.03 1.08 1201.43 1.00 4069 590 61 16 TRUE 1.31
colorectal cancer KRAS_12C RARA Any amplification 123 141 -1.28 -3.38 0.09 1517.28 1.00 3811 122 140 1 FALSE 0.83
non-small cell lung cancer KRAS_12C RARA Any amplification 821 192 0.24 -0.17 0.61 1425.69 1.00 5464 790 161 31 FALSE 0.63
non-small cell lung cancer KRAS_12C RUNX1 Any amplification 821 134 0.11 -0.40 0.58 1437.68 1.00 5510 802 115 19 TRUE 0.18
non-small cell lung cancer KRAS_12C SDHAF2 Any amplification 800 84 -0.28 -1.04 0.42 521.15 1.00 5354 791 75 9 TRUE 0.34
non-small cell lung cancer KRAS_12C SDHB Any amplification 819 65 -1.75 -3.54 -0.46 1347.66 1.00 5526 817 63 2 FALSE 1.55
non-small cell lung cancer KRAS_12C SDHD Any amplification 819 102 -0.61 -1.40 0.09 1478.62 1.00 5495 811 94 8 FALSE 1.01
non-small cell lung cancer KRAS_12C SMARCB1 Any amplification 835 117 -0.64 -1.39 0.00 1202.40 1.00 5578 826 108 9 TRUE 1.17
colorectal cancer KRAS_12C SRSF2 Any amplification 107 92 -0.88 -2.84 0.47 1466.41 1.00 3328 106 91 1 FALSE 0.51
non-small cell lung cancer KRAS_12C SRSF2 Any amplification 765 224 0.45 0.11 0.80 1471.96 1.00 4907 722 181 43 FALSE 2.00
colorectal cancer KRAS_12C STAT3 Any amplification 113 96 -0.87 -2.96 0.49 1562.04 1.00 3592 112 95 1 FALSE 0.49
non-small cell lung cancer KRAS_12C STAT3 Any amplification 784 166 0.45 0.06 0.81 1414.28 1.00 5122 752 134 32 FALSE 1.67
colorectal cancer KRAS_12C SUZ12 Any amplification 114 107 -0.49 -1.89 0.55 1354.51 1.00 3516 112 105 2 FALSE 0.35
non-small cell lung cancer KRAS_12C SUZ12 Any amplification 800 172 0.24 -0.17 0.62 1534.20 1.00 5285 772 144 28 FALSE 0.63
non-small cell lung cancer KRAS_12C TMPRSS2 Any amplification 769 86 -0.05 -0.74 0.54 1309.45 1.00 5098 758 75 11 FALSE 0.06
non-small cell lung cancer KRAS_12C YAP1 Any amplification 585 88 0.11 -0.52 0.69 1309.15 1.00 3851 572 75 13 FALSE 0.15
colorectal cancer KRAS_12C ETV4 Any amplification 56 154 -0.18 -1.21 0.68 1451.80 1.00 1631 52 150 4 FALSE 0.15
non-small cell lung cancer KRAS_12C ETV4 Any amplification 361 184 0.40 0.00 0.78 1522.92 1.00 2201 327 150 34 FALSE 1.37
non-small cell lung cancer KRAS_12C EWSR1 Any amplification 361 92 -1.68 -2.96 -0.67 1408.59 1.00 2262 358 89 3 TRUE 2.38
non-small cell lung cancer KRAS_12C KAT6A Any amplification 146 99 0.00 -0.58 0.61 557.39 1.00 764 131 84 15 FALSE 0.00
non-small cell lung cancer KRAS_12C MYCL Any amplification 821 130 -1.36 -2.37 -0.57 1173.09 1.00 5508 816 125 5 FALSE 2.54
colorectal cancer KRAS_12C GATA4 Any amplification 53 58 -2.01 -7.22 0.31 1570.35 1.00 1659 53 58 0 FALSE 0.51
non-small cell lung cancer KRAS_12C GATA4 Any amplification 359 67 0.35 -0.27 0.94 1407.72 1.00 2261 346 54 13 FALSE 0.58
colorectal cancer KRAS_12C GATA6 Any amplification 53 78 -0.01 -1.32 1.11 1392.75 1.00 1642 50 75 3 FALSE 0.01
non-small cell lung cancer KRAS_12C GATA6 Any amplification 359 63 -0.61 -1.57 0.19 1516.29 1.00 2257 354 58 5 FALSE 0.75
colorectal cancer KRAS_12C PDCD1LG2 Any amplification 88 109 0.32 -0.67 1.13 1551.96 1.00 2710 83 104 5 FALSE 0.31
non-small cell lung cancer KRAS_12C PDCD1LG2 Any amplification 599 115 0.06 -0.50 0.57 1576.74 1.00 3878 583 99 16 FALSE 0.09
non-small cell lung cancer KRAS_12C BCL2L12 Any amplification 340 119 -0.07 -0.61 0.45 680.40 1.01 2052 324 103 16 FALSE 0.10
non-small cell lung cancer KRAS_12C CIITA Any amplification 340 213 -0.75 -1.31 -0.24 1371.10 1.00 1958 324 197 16 FALSE 2.22
non-small cell lung cancer KRAS_12C PRAME Any amplification 215 78 -0.10 -0.86 0.47 154.24 1.04 1434 206 69 9 FALSE 0.12
non-small cell lung cancer KRAS_12C PRF1 Any amplification 340 82 0.25 -0.36 0.83 1448.74 1.00 2087 326 68 14 FALSE 0.37
non-small cell lung cancer KRAS_12C WRN Any amplification 340 68 0.03 -0.75 0.69 1402.76 1.00 2097 330 58 10 TRUE 0.03
non-small cell lung cancer KRAS_12C MCM8 Any amplification 125 69 -0.31 -1.11 0.42 774.01 1.00 592 116 60 9 FALSE 0.37
non-small cell lung cancer KRAS_12C MLH3 Any amplification 125 51 -0.98 -2.13 -0.01 1511.15 1.00 605 121 47 4 FALSE 1.11
non-small cell lung cancer KRAS_12C POLB Any amplification 125 88 -0.15 -0.82 0.42 1453.93 1.00 577 112 75 13 FALSE 0.19
non-small cell lung cancer KRAS_12C SLC34A2 Any amplification 125 69 0.56 -0.08 1.12 1421.98 1.00 600 108 52 17 FALSE 1.18
non-small cell lung cancer KRAS_12C TLX3 Any amplification 125 67 -0.82 -1.75 -0.06 1024.02 1.00 591 119 61 6 FALSE 1.17
non-small cell lung cancer KRAS_12C UIMC1 Any amplification 134 66 -0.54 -1.40 0.26 1354.54 1.00 665 127 59 7 FALSE 0.72
non-small cell lung cancer KRAS_12C MRE11A Any amplification 606 55 -0.27 -1.28 0.60 1421.11 1.00 4081 600 49 6 FALSE 0.26
colorectal cancer KRAS_12C WHSC1L1 Any amplification 59 140 -0.02 -1.08 0.86 1188.03 1.00 1734 54 135 5 FALSE 0.01
non-small cell lung cancer KRAS_12C WHSC1L1 Any amplification 374 108 -0.56 -1.40 0.06 1575.00 1.00 2287 365 99 9 FALSE 0.96
colorectal cancer KRAS_12C CDK8 Any amplification 98 453 0.31 -0.22 0.82 806.43 1.00 2729 80 435 18 FALSE 0.62
colorectal cancer KRAS_12C FANCC Any amplification 123 71 0.55 -0.60 1.48 1308.58 1.00 3884 119 67 4 TRUE 0.53
colorectal cancer KRAS_12C GNAQ Any amplification 123 70 0.82 -0.24 1.70 1523.54 1.00 3905 118 65 5 TRUE 1.00
colorectal cancer KRAS_12C HRAS Any amplification 123 62 0.56 -0.58 1.52 1471.72 1.00 3912 119 58 4 TRUE 0.51
non-small cell lung cancer KRAS_12C HRAS Any amplification 835 77 -0.36 -1.23 0.33 1443.32 1.00 5616 828 70 7 TRUE 0.46
colorectal cancer KRAS_12C LMO1 Any amplification 123 51 0.29 -1.06 1.49 1247.65 1.00 3903 120 48 3 FALSE 0.18
non-small cell lung cancer KRAS_12C LMO1 Any amplification 821 67 -0.57 -1.55 0.23 1415.49 1.00 5563 816 62 5 FALSE 0.69
colorectal cancer KRAS_12C PAX5 Any amplification 123 118 0.03 -1.04 0.94 1365.72 1.00 3837 119 114 4 TRUE 0.02
non-small cell lung cancer KRAS_12C PAX5 Any amplification 821 93 0.16 -0.44 0.73 1451.19 1.00 5546 807 79 14 TRUE 0.24
colorectal cancer KRAS_12C TNFAIP3 Any amplification 123 75 0.28 -1.03 1.32 1476.61 1.00 3880 119 71 4 TRUE 0.21
non-small cell lung cancer KRAS_12C TNFAIP3 Any amplification 821 56 -3.63 -9.32 -1.08 1378.83 1.00 5569 821 56 0 TRUE 1.06
non-small cell lung cancer KRAS_12C CDKN1C Any amplification 340 73 -0.51 -1.30 0.26 548.24 1.01 2089 333 66 7 FALSE 0.66
colorectal cancer KRAS_12C MYB Any amplification 53 89 0.12 -1.18 1.19 1477.48 1.00 1632 49 85 4 FALSE 0.07
non-small cell lung cancer KRAS_12C MYB Any amplification 359 52 -3.60 -9.47 -0.99 1256.05 1.00 2263 359 52 0 FALSE 1.01
non-small cell lung cancer KRAS_12C FANCF Any amplification 361 57 -0.84 -2.00 0.04 996.21 1.00 2298 357 53 4 TRUE 0.96
colorectal cancer KRAS_12C FANCG Any amplification 56 120 -0.02 -1.11 0.89 1411.30 1.00 1665 52 116 4 TRUE 0.01
non-small cell lung cancer KRAS_12C FANCG Any amplification 361 88 -0.02 -0.64 0.55 1416.62 1.00 2275 349 76 12 TRUE 0.02
colorectal cancer KRAS_12C CYLD Any amplification 88 124 0.10 -0.91 0.98 1565.49 1.00 2695 83 119 5 FALSE 0.08
non-small cell lung cancer KRAS_12C CYLD Any amplification 599 108 -0.94 -1.85 -0.21 1607.56 1.00 3875 593 102 6 FALSE 1.61
colorectal cancer KRAS_12C AKT2 Any amplification 123 145 -0.05 -1.03 0.80 1606.53 1.00 3813 118 140 5 TRUE 0.04
non-small cell lung cancer KRAS_12C AKT2 Any amplification 821 248 -0.64 -1.16 -0.19 1529.18 1.00 5403 803 230 18 TRUE 2.08
colorectal cancer KRAS_12C BCL6 Any amplification 123 63 0.48 -0.84 1.46 1567.10 1.00 3892 119 59 4 FALSE 0.38
non-small cell lung cancer KRAS_12C BCL6 Any amplification 821 358 -1.46 -2.06 -0.92 1633.03 1.00 5279 809 346 12 FALSE 6.29
colorectal cancer KRAS_12C CCND2 Any amplification 123 219 0.87 0.32 1.45 1511.66 1.00 3749 108 204 15 FALSE 2.65
non-small cell lung cancer KRAS_12C CCND2 Any amplification 821 170 0.32 -0.11 0.71 1404.48 1.00 5491 793 142 28 FALSE 0.88
colorectal cancer KRAS_12C CCNE1 Any amplification 123 128 0.12 -0.81 0.95 1419.42 1.00 3830 118 123 5 TRUE 0.10
non-small cell lung cancer KRAS_12C CCNE1 Any amplification 821 330 -0.41 -0.81 -0.06 1413.53 1.00 5333 791 300 30 TRUE 1.46
colorectal cancer KRAS_12C CDK6 Any amplification 123 396 0.34 -0.20 0.82 1532.91 1.00 3574 106 379 17 TRUE 0.67
non-small cell lung cancer KRAS_12C CDK6 Any amplification 821 416 -0.48 -0.85 -0.14 1476.23 1.00 5252 786 381 35 TRUE 2.10
colorectal cancer KRAS_12C CEBPA Any amplification 116 175 -0.02 -0.95 0.72 1524.76 1.00 3580 110 169 6 TRUE 0.02
non-small cell lung cancer KRAS_12C CEBPA Any amplification 786 275 -0.66 -1.15 -0.23 1425.35 1.00 5029 766 255 20 TRUE 2.26
colorectal cancer KRAS_12C ERCC4 Any amplification 120 108 0.26 -0.75 1.15 1569.45 1.00 3784 115 103 5 TRUE 0.23
non-small cell lung cancer KRAS_12C ERCC4 Any amplification 819 220 -0.50 -1.02 -0.05 1282.39 1.00 5387 801 202 18 TRUE 1.41
colorectal cancer KRAS_12C EZH2 Any amplification 123 374 0.48 -0.10 0.99 1568.39 1.00 3614 105 356 18 TRUE 1.11
non-small cell lung cancer KRAS_12C EZH2 Any amplification 835 379 -0.38 -0.74 -0.03 1353.25 1.00 5342 800 344 35 TRUE 1.44
non-small cell lung cancer KRAS_12C GATA2 Any amplification 606 79 -0.66 -1.55 0.09 1391.57 1.00 4057 600 73 6 TRUE 0.90
colorectal cancer KRAS_12C IDH1 Any amplification 123 66 0.81 -0.20 1.73 1400.10 1.00 3909 118 61 5 TRUE 0.99
non-small cell lung cancer KRAS_12C IDH1 Any amplification 835 75 0.05 -0.61 0.66 1440.88 1.00 5621 825 65 10 TRUE 0.05
colorectal cancer KRAS_12C PTPN11 Any amplification 123 59 1.51 0.71 2.22 1448.54 1.00 3919 115 51 8 TRUE 3.89
non-small cell lung cancer KRAS_12C PTPN11 Any amplification 835 68 0.30 -0.37 0.90 1436.98 1.00 5629 824 57 11 TRUE 0.46
colorectal cancer KRAS_12C RAD52 Any amplification 98 119 0.45 -0.42 1.20 1466.23 1.00 3051 92 113 6 FALSE 0.55
non-small cell lung cancer KRAS_12C RAD52 Any amplification 606 121 0.23 -0.29 0.70 1508.15 1.00 4020 587 102 19 FALSE 0.43
colorectal cancer KRAS_12C RHEB Any amplification 103 345 0.42 -0.14 0.93 1416.51 1.00 2932 87 329 16 FALSE 0.89
non-small cell lung cancer KRAS_12C RHEB Any amplification 713 329 -0.53 -0.95 -0.13 1518.57 1.00 4343 685 301 28 FALSE 1.98
colorectal cancer KRAS_12C SOCS1 Any amplification 123 100 -0.26 -1.51 0.82 1462.41 1.00 3854 120 97 3 FALSE 0.18
non-small cell lung cancer KRAS_12C SOCS1 Any amplification 821 239 -0.67 -1.17 -0.18 1579.02 1.00 5403 804 222 17 FALSE 1.97
colorectal cancer KRAS_12C SOX2 Any amplification 123 69 0.38 -0.86 1.45 1489.47 1.00 3886 119 65 4 FALSE 0.29
non-small cell lung cancer KRAS_12C SOX2 Any amplification 821 461 -1.52 -2.06 -1.05 1391.95 1.00 5179 806 446 15 FALSE 8.47
colorectal cancer KRAS_12C ETV5 Any amplification 56 64 0.46 -0.86 1.53 1532.86 1.00 1721 52 60 4 TRUE 0.35
non-small cell lung cancer KRAS_12C ETV5 Any amplification 361 329 -1.48 -2.06 -0.93 1606.42 1.00 2034 349 317 12 TRUE 6.35
colorectal cancer KRAS_12C PRKDC Any amplification 56 446 -0.19 -0.86 0.42 1421.18 1.00 1347 44 434 12 FALSE 0.26
non-small cell lung cancer KRAS_12C PRKDC Any amplification 361 373 0.34 0.04 0.62 1252.33 1.00 2042 297 309 64 FALSE 1.68
colorectal cancer KRAS_12C PRKCI Any amplification 88 85 0.70 -0.32 1.55 1517.54 1.00 2735 82 79 6 FALSE 0.86
non-small cell lung cancer KRAS_12C PRKCI Any amplification 599 440 -1.16 -1.62 -0.73 1299.53 1.00 3558 578 419 21 FALSE 6.72
non-small cell lung cancer KRAS_12C CBLB Any amplification 340 174 -1.16 -1.94 -0.53 837.68 1.00 1990 331 165 9 FALSE 2.95
non-small cell lung cancer KRAS_12C CDK1 Any amplification 215 53 -0.43 -1.50 0.43 433.74 1.01 1455 210 48 5 FALSE 0.41
non-small cell lung cancer KRAS_12C CRTC1 Any amplification 340 51 -0.73 -1.90 0.18 1274.11 1.00 2108 336 47 4 FALSE 0.76
non-small cell lung cancer KRAS_12C CUX1 Any amplification 340 378 -0.59 -0.97 -0.23 1228.58 1.00 1810 307 345 33 FALSE 2.79
non-small cell lung cancer KRAS_12C DDB2 Any amplification 340 86 -0.64 -1.46 0.06 1350.00 1.00 2076 333 79 7 TRUE 1.00
non-small cell lung cancer KRAS_12C EXT2 Any amplification 340 85 -1.04 -2.04 -0.20 1371.66 1.00 2075 335 80 5 TRUE 1.52
non-small cell lung cancer KRAS_12C LMO2 Any amplification 340 78 -0.97 -1.99 -0.10 707.74 1.00 2082 335 73 5 FALSE 1.31
non-small cell lung cancer KRAS_12C LMO3 Any amplification 215 132 0.64 0.14 1.09 1227.99 1.00 1398 188 105 27 FALSE 2.28
non-small cell lung cancer KRAS_12C MECOM Any amplification 349 421 -1.31 -1.78 -0.86 1367.00 1.00 1826 329 401 20 FALSE 7.32
non-small cell lung cancer KRAS_12C MYBL1 Any amplification 340 406 0.34 0.05 0.63 1556.73 1.00 1819 270 336 70 FALSE 1.67
non-small cell lung cancer KRAS_12C NFKBIZ Any amplification 340 198 -0.99 -1.65 -0.37 1358.88 1.00 1969 328 186 12 FALSE 2.76
non-small cell lung cancer KRAS_12C RBL2 Any amplification 215 55 -1.09 -2.50 -0.09 1519.12 1.00 1451 212 52 3 FALSE 1.09
non-small cell lung cancer KRAS_12C RHPN2 Any amplification 215 146 -0.76 -1.41 -0.14 783.36 1.01 1367 205 136 10 FALSE 1.63
non-small cell lung cancer KRAS_12C SBDS Any amplification 340 346 -0.44 -0.84 -0.08 1405.72 1.00 1843 306 312 34 TRUE 1.65
non-small cell lung cancer KRAS_12C STAG1 Any amplification 215 177 -1.11 -1.86 -0.45 1372.92 1.00 1335 206 168 9 FALSE 2.83
non-small cell lung cancer KRAS_12C STAT6 Any amplification 340 124 0.13 -0.40 0.63 1112.51 1.00 2050 321 105 19 FALSE 0.20
non-small cell lung cancer KRAS_12C KCNIP1 Any amplification 163 88 -0.38 -1.08 0.26 1243.82 1.00 972 154 79 9 FALSE 0.55
non-small cell lung cancer KRAS_12C SQSTM1 Any amplification 163 95 -0.49 -1.28 0.21 1421.44 1.00 965 154 86 9 FALSE 0.72
non-small cell lung cancer KRAS_12C MBD4 Any amplification 125 72 -1.08 -2.16 -0.25 1346.65 1.00 585 120 67 5 FALSE 1.57
non-small cell lung cancer KRAS_12C POLQ Any amplification 125 69 -1.05 -2.05 -0.20 1639.12 1.00 588 120 64 5 FALSE 1.53
non-small cell lung cancer KRAS_12C TOPBP1 Any amplification 125 77 -0.97 -1.94 -0.17 981.78 1.00 581 119 71 6 FALSE 1.57
non-small cell lung cancer RAS_13 AKT1 Any amplification 145 177 -1.84 -4.58 -0.04 1335.22 1.00 6200 144 176 1 TRUE 0.93
non-small cell lung cancer RAS_13 CBL Any amplification 145 118 -5.88 -16.23 -0.65 1036.21 1.00 6191 145 118 0 TRUE 0.73
colorectal cancer RAS_13 CCND1 Any amplification 342 81 -0.47 -1.42 0.36 1533.42 1.00 3658 337 76 5 TRUE 0.50
non-small cell lung cancer RAS_13 CCND1 Any amplification 145 331 -0.72 -1.79 0.17 1505.11 1.00 5982 141 327 4 TRUE 0.83
colorectal cancer RAS_13 CD274 Any amplification 335 112 0.38 -0.25 0.93 1462.53 1.00 3574 321 98 14 FALSE 0.67
non-small cell lung cancer RAS_13 CD274 Any amplification 144 125 -2.28 -7.30 -0.03 1305.70 1.00 6139 144 125 0 FALSE 0.62
colorectal cancer RAS_13 CD79B Any amplification 342 92 0.39 -0.28 1.03 1201.63 1.00 3652 330 80 12 FALSE 0.65
non-small cell lung cancer RAS_13 CD79B Any amplification 145 224 -0.80 -2.17 0.23 1488.42 1.00 6079 143 222 2 FALSE 0.71
colorectal cancer RAS_13 CDKN1B Any amplification 342 149 0.21 -0.35 0.70 1345.28 1.00 3601 326 133 16 TRUE 0.37
non-small cell lung cancer RAS_13 CDKN1B Any amplification 145 196 -1.21 -3.17 0.11 1514.28 1.00 6114 144 195 1 TRUE 0.80
non-small cell lung cancer RAS_13 CHEK2 Any amplification 145 98 -0.36 -2.15 0.92 1325.50 1.00 6213 143 96 2 TRUE 0.19
colorectal cancer RAS_13 CRKL Any amplification 342 54 -0.52 -1.68 0.50 1493.07 1.00 3681 339 51 3 FALSE 0.47
non-small cell lung cancer RAS_13 CRKL Any amplification 145 192 -0.23 -1.29 0.65 1593.31 1.00 6113 141 188 4 FALSE 0.19
non-small cell lung cancer RAS_13 CSF3R Any amplification 122 80 -0.18 -1.94 1.18 523.22 1.01 5149 120 78 2 FALSE 0.08
colorectal cancer RAS_13 ERCC2 Any amplification 342 100 -0.12 -0.86 0.57 1514.09 1.00 3642 334 92 8 TRUE 0.13
non-small cell lung cancer RAS_13 ERCC2 Any amplification 145 171 -0.34 -1.51 0.60 1706.52 1.00 6141 142 168 3 TRUE 0.27
non-small cell lung cancer RAS_13 ERG Any amplification 133 104 -1.38 -4.27 0.55 665.30 1.01 5706 132 103 1 FALSE 0.60
colorectal cancer RAS_13 ETV6 Any amplification 342 139 0.21 -0.37 0.74 1478.01 1.00 3608 327 124 15 FALSE 0.33
non-small cell lung cancer RAS_13 ETV6 Any amplification 145 187 -0.66 -2.03 0.38 1250.15 1.00 6116 143 185 2 FALSE 0.55
non-small cell lung cancer RAS_13 FAM46C Any amplification 145 62 0.66 -0.74 1.81 1508.86 1.00 6242 142 59 3 FALSE 0.52
non-small cell lung cancer RAS_13 FOXA1 Any amplification 109 321 -0.83 -2.01 0.11 1382.64 1.00 4085 105 317 4 FALSE 0.90
non-small cell lung cancer RAS_13 H3F3B Any amplification 100 91 -0.34 -2.02 0.93 1103.38 1.00 3946 98 89 2 TRUE 0.18
non-small cell lung cancer RAS_13 ID3 Any amplification 134 61 -0.85 -3.69 0.94 1593.22 1.00 5659 133 60 1 FALSE 0.32
colorectal cancer RAS_13 IDH2 Any amplification 346 64 -0.67 -1.91 0.32 1383.60 1.00 3686 343 61 3 TRUE 0.64
non-small cell lung cancer RAS_13 IDH2 Any amplification 145 96 -0.35 -1.79 0.84 1531.69 1.00 6282 143 94 2 TRUE 0.22
colorectal cancer RAS_13 KRAS Any amplification 346 148 -0.16 -0.82 0.43 1479.56 1.00 3611 334 136 12 TRUE 0.21
non-small cell lung cancer RAS_13 KRAS Any amplification 145 334 -1.80 -3.89 -0.39 1445.17 1.00 6043 144 333 1 TRUE 1.37
non-small cell lung cancer RAS_13 MAP2K1 Any amplification 145 68 -0.94 -3.69 0.80 1234.34 1.00 6242 144 67 1 TRUE 0.38
non-small cell lung cancer RAS_13 MAPK1 Any amplification 143 140 -0.36 -1.57 0.81 34.67 1.05 5957 140 137 3 FALSE 0.25
colorectal cancer RAS_13 MEF2B Any amplification 342 55 -0.12 -1.21 0.80 1552.87 1.00 3682 337 50 5 FALSE 0.08
non-small cell lung cancer RAS_13 MEF2B Any amplification 145 58 -1.69 -6.07 0.57 1405.96 1.00 6243 145 58 0 FALSE 0.49
non-small cell lung cancer RAS_13 MEN1 Any amplification 145 79 -5.99 -15.36 -0.43 1106.92 1.00 6222 145 79 0 TRUE 0.80
non-small cell lung cancer RAS_13 MPL Any amplification 145 84 -0.17 -2.00 1.12 1224.43 1.00 6286 143 82 2 TRUE 0.08
non-small cell lung cancer RAS_13 MUTYH Any amplification 145 68 -0.95 -3.77 0.87 1180.87 1.00 6234 144 67 1 TRUE 0.36
non-small cell lung cancer RAS_13 NF2 Any amplification 145 93 -0.31 -2.05 1.02 1426.79 1.00 6218 143 91 2 TRUE 0.16
non-small cell lung cancer RAS_13 NFKBIA Any amplification 136 516 -0.45 -1.26 0.25 1135.85 1.00 5426 128 508 8 FALSE 0.63
non-small cell lung cancer RAS_13 NPM1 Any amplification 145 207 -1.98 -4.76 -0.24 1302.48 1.00 6162 144 206 1 FALSE 1.05
non-small cell lung cancer RAS_13 PHOX2B Any amplification 143 97 -1.32 -3.88 0.49 204.78 1.02 5990 142 96 1 TRUE 0.63
non-small cell lung cancer RAS_13 PPM1D Any amplification 100 78 -0.21 -2.10 1.07 1469.87 1.00 3959 98 76 2 FALSE 0.10
colorectal cancer RAS_13 PRDM1 Any amplification 342 67 -1.20 -2.77 0.02 1565.65 1.00 3667 340 65 2 FALSE 1.02
non-small cell lung cancer RAS_13 PRDM1 Any amplification 145 69 -0.94 -3.07 0.58 1450.83 1.00 6233 144 68 1 FALSE 0.51
colorectal cancer RAS_13 PRKAR1A Any amplification 342 95 0.38 -0.25 0.95 1423.86 1.00 3649 330 83 12 TRUE 0.65
non-small cell lung cancer RAS_13 PRKAR1A Any amplification 145 288 -0.48 -1.51 0.37 1397.02 1.00 6017 141 284 4 TRUE 0.50
non-small cell lung cancer RAS_13 RAD51C Any amplification 111 77 -0.15 -2.01 1.21 1249.21 1.00 4550 109 75 2 TRUE 0.07
colorectal cancer RAS_13 RARA Any amplification 342 141 -0.18 -0.85 0.44 1385.02 1.00 3602 331 130 11 FALSE 0.24
non-small cell lung cancer RAS_13 RARA Any amplification 145 192 -1.24 -3.16 -0.01 1559.51 1.00 6110 144 191 1 FALSE 0.88
non-small cell lung cancer RAS_13 RUNX1 Any amplification 145 134 -1.59 -4.52 0.20 1458.75 1.00 6168 144 133 1 TRUE 0.74
non-small cell lung cancer RAS_13 SDHAF2 Any amplification 143 84 -5.80 -15.39 -0.47 358.63 1.00 6002 143 84 0 TRUE 0.75
non-small cell lung cancer RAS_13 SDHB Any amplification 144 65 0.11 -1.62 1.31 1169.99 1.00 6201 142 63 2 FALSE 0.05
non-small cell lung cancer RAS_13 SDHD Any amplification 144 102 -5.72 -15.08 -0.75 958.76 1.00 6162 144 102 0 FALSE 0.80
non-small cell lung cancer RAS_13 SMARCB1 Any amplification 145 117 -0.50 -2.29 0.78 1411.63 1.00 6261 143 115 2 TRUE 0.28
colorectal cancer RAS_13 SRSF2 Any amplification 289 92 0.18 -0.52 0.84 1466.49 1.00 3155 279 82 10 FALSE 0.22
non-small cell lung cancer RAS_13 SRSF2 Any amplification 134 224 -0.87 -2.32 0.25 1614.29 1.00 5497 132 222 2 FALSE 0.75
colorectal cancer RAS_13 STAT3 Any amplification 313 96 0.01 -0.76 0.71 1404.81 1.00 3400 304 87 9 FALSE 0.01
non-small cell lung cancer RAS_13 STAT3 Any amplification 135 166 -2.52 -7.33 -0.28 1436.66 1.00 5739 135 166 0 FALSE 0.71
colorectal cancer RAS_13 SUZ12 Any amplification 311 107 0.32 -0.36 0.92 1480.52 1.00 3330 298 94 13 FALSE 0.50
non-small cell lung cancer RAS_13 SUZ12 Any amplification 143 172 -2.70 -7.90 -0.29 1378.33 1.00 5914 143 172 0 FALSE 0.74
non-small cell lung cancer RAS_13 TMPRSS2 Any amplification 133 86 -5.71 -15.51 -0.49 1134.46 1.00 5723 133 86 0 FALSE 0.68
non-small cell lung cancer RAS_13 YAP1 Any amplification 109 88 -5.55 -14.78 -0.58 1270.24 1.00 4314 109 88 0 FALSE 0.77
colorectal cancer RAS_13 ETV4 Any amplification 145 154 -0.07 -0.71 0.51 1429.40 1.00 1550 133 142 12 FALSE 0.08
non-small cell lung cancer RAS_13 ETV4 Any amplification 55 184 -0.65 -2.18 0.38 1307.97 1.00 2475 53 182 2 FALSE 0.51
non-small cell lung cancer RAS_13 EWSR1 Any amplification 55 92 -0.15 -1.89 1.15 1445.97 1.00 2567 53 90 2 TRUE 0.07
colorectal cancer RAS_13 KAT6A Any amplification 85 157 0.41 -0.18 0.95 805.56 1.00 801 67 139 18 FALSE 0.81
non-small cell lung cancer RAS_13 MYCL Any amplification 145 130 -1.55 -4.33 0.32 1338.56 1.00 6180 144 129 1 FALSE 0.68
colorectal cancer RAS_13 GATA4 Any amplification 138 58 0.54 -0.25 1.27 1537.46 1.00 1582 130 50 8 FALSE 0.78
non-small cell lung cancer RAS_13 GATA4 Any amplification 54 67 -0.19 -2.24 1.11 1504.10 1.00 2554 53 66 1 FALSE 0.09
colorectal cancer RAS_13 GATA6 Any amplification 138 78 -0.71 -1.86 0.29 1321.63 1.00 1558 134 74 4 FALSE 0.68
non-small cell lung cancer RAS_13 GATA6 Any amplification 54 63 -1.95 -6.27 0.33 1536.37 1.00 2557 54 63 0 FALSE 0.61
colorectal cancer RAS_13 PDCD1LG2 Any amplification 235 109 0.45 -0.16 1.04 1461.40 1.00 2572 221 95 14 FALSE 0.84
non-small cell lung cancer RAS_13 PDCD1LG2 Any amplification 97 115 -2.22 -7.56 0.16 1220.77 1.00 4364 97 115 0 FALSE 0.57
colorectal cancer RAS_13 BCL2L12 Any amplification 114 99 0.02 -0.78 0.70 1539.83 1.00 1293 106 91 8 FALSE 0.02
non-small cell lung cancer RAS_13 BCL2L12 Any amplification 53 119 0.03 -1.21 1.01 1546.18 1.00 2326 50 116 3 FALSE 0.02
colorectal cancer RAS_13 CIITA Any amplification 114 78 -1.14 -2.58 -0.03 1505.67 1.00 1309 111 75 3 FALSE 1.10
non-small cell lung cancer RAS_13 CIITA Any amplification 53 213 -2.81 -7.04 -0.72 1457.68 1.00 2229 53 213 0 FALSE 1.04
non-small cell lung cancer RAS_13 PRF1 Any amplification 53 82 -1.00 -3.76 0.80 1262.50 1.00 2361 52 81 1 FALSE 0.41
colorectal cancer RAS_13 WRN Any amplification 114 65 0.28 -0.59 1.02 1542.27 1.00 1326 107 58 7 TRUE 0.30
non-small cell lung cancer RAS_13 WRN Any amplification 53 68 -0.28 -2.08 1.00 1236.69 1.00 2375 52 67 1 TRUE 0.14
colorectal cancer RAS_13 MCM8 Any amplification 54 237 0.02 -0.58 0.56 1061.44 1.00 414 35 218 19 FALSE 0.02
colorectal cancer RAS_13 MTAP Any amplification 64 54 0.69 -0.19 1.48 1265.39 1.00 686 56 46 8 FALSE 0.98
colorectal cancer RAS_13 POLB Any amplification 54 143 0.39 -0.27 0.98 1136.50 1.00 504 39 128 15 FALSE 0.68
non-small cell lung cancer RAS_13 MRE11A Any amplification 111 55 -0.77 -3.60 1.12 788.98 1.00 4571 110 54 1 FALSE 0.28
colorectal cancer RAS_13 WHSC1L1 Any amplification 161 140 -0.15 -0.80 0.43 1507.81 1.00 1638 150 129 11 FALSE 0.18
non-small cell lung cancer RAS_13 WHSC1L1 Any amplification 62 108 -0.84 -2.71 0.53 1380.93 1.00 2591 61 107 1 FALSE 0.50
colorectal cancer RAS_13 CDK8 Any amplification 282 453 -0.02 -0.36 0.32 859.04 1.01 2566 243 414 39 FALSE 0.03
colorectal cancer RAS_13 FANCC Any amplification 342 71 0.26 -0.57 0.98 875.65 1.00 3669 334 63 8 TRUE 0.29
colorectal cancer RAS_13 GNAQ Any amplification 346 70 0.30 -0.54 1.02 1125.37 1.00 3685 338 62 8 TRUE 0.36
colorectal cancer RAS_13 HRAS Any amplification 346 62 -0.35 -1.43 0.52 1525.90 1.00 3689 342 58 4 TRUE 0.31
non-small cell lung cancer RAS_13 HRAS Any amplification 145 77 -0.12 -1.58 1.13 1473.63 1.00 6301 143 75 2 TRUE 0.06
colorectal cancer RAS_13 LMO1 Any amplification 342 51 -0.71 -2.09 0.40 1390.60 1.00 3684 339 48 3 FALSE 0.57
non-small cell lung cancer RAS_13 LMO1 Any amplification 145 67 -1.99 -6.22 0.17 1218.31 1.00 6234 145 67 0 FALSE 0.59
colorectal cancer RAS_13 PAX5 Any amplification 342 118 0.33 -0.30 0.87 1363.68 1.00 3628 328 104 14 TRUE 0.57
non-small cell lung cancer RAS_13 PAX5 Any amplification 145 93 -2.12 -7.49 0.27 1376.31 1.00 6208 145 93 0 TRUE 0.46
colorectal cancer RAS_13 TNFAIP3 Any amplification 342 75 -0.73 -1.89 0.26 1347.34 1.00 3661 338 71 4 TRUE 0.74
non-small cell lung cancer RAS_13 TNFAIP3 Any amplification 145 56 -1.94 -6.29 0.25 1386.45 1.00 6245 145 56 0 TRUE 0.60
colorectal cancer RAS_13 CDKN1C Any amplification 114 54 -0.68 -2.12 0.43 1542.27 1.00 1333 111 51 3 FALSE 0.50
non-small cell lung cancer RAS_13 CDKN1C Any amplification 53 73 -1.92 -6.10 0.26 1290.95 1.00 2369 53 73 0 FALSE 0.53
colorectal cancer RAS_13 MYB Any amplification 138 89 -0.79 -1.96 0.17 1423.28 1.00 1547 134 85 4 FALSE 0.83
non-small cell lung cancer RAS_13 MYB Any amplification 54 52 -1.95 -6.14 0.50 1378.87 1.00 2568 54 52 0 FALSE 0.59
non-small cell lung cancer RAS_13 FANCF Any amplification 55 57 -4.71 -15.11 0.03 54.16 1.06 2600 55 57 0 TRUE 0.57
colorectal cancer RAS_13 FANCG Any amplification 145 120 0.21 -0.43 0.81 1623.73 1.00 1584 133 108 12 TRUE 0.30
non-small cell lung cancer RAS_13 FANCG Any amplification 55 88 -0.54 -2.57 0.82 1517.61 1.00 2570 54 87 1 TRUE 0.28
colorectal cancer RAS_13 CYLD Any amplification 235 124 -0.73 -1.68 0.08 1182.43 1.00 2549 229 118 6 FALSE 0.94
non-small cell lung cancer RAS_13 CYLD Any amplification 97 108 -2.30 -6.92 -0.09 1225.21 1.00 4371 97 108 0 FALSE 0.68
colorectal cancer RAS_13 XPA Any amplification 114 76 0.33 -0.44 1.01 1437.96 1.00 1316 106 68 8 TRUE 0.41
colorectal cancer RAS_13 AKT2 Any amplification 342 145 -0.06 -0.63 0.50 1415.02 1.00 3601 330 133 12 TRUE 0.08
non-small cell lung cancer RAS_13 AKT2 Any amplification 145 248 -0.19 -1.15 0.61 1586.64 1.00 6066 140 243 5 TRUE 0.17
colorectal cancer RAS_13 BCL6 Any amplification 342 63 0.00 -0.94 0.78 1448.54 1.00 3675 336 57 6 FALSE 0.00
non-small cell lung cancer RAS_13 BCL6 Any amplification 145 358 -0.53 -1.44 0.31 1386.92 1.00 5948 140 353 5 FALSE 0.63
colorectal cancer RAS_13 CCND2 Any amplification 342 219 -0.22 -0.80 0.30 1682.81 1.00 3531 326 203 16 FALSE 0.38
non-small cell lung cancer RAS_13 CCND2 Any amplification 145 170 -1.18 -3.13 0.16 1382.77 1.00 6140 144 169 1 FALSE 0.79
colorectal cancer RAS_13 CCNE1 Any amplification 342 128 -0.24 -0.97 0.40 1442.86 1.00 3615 333 119 9 TRUE 0.30
non-small cell lung cancer RAS_13 CCNE1 Any amplification 145 330 -0.30 -1.24 0.48 1471.91 1.00 5985 139 324 6 TRUE 0.32
colorectal cancer RAS_13 CDK6 Any amplification 342 396 -0.31 -0.73 0.09 1561.12 1.00 3364 316 370 26 TRUE 0.85
non-small cell lung cancer RAS_13 CDK6 Any amplification 145 416 -0.37 -1.11 0.30 1479.95 1.00 5900 138 409 7 TRUE 0.50
colorectal cancer RAS_13 CEBPA Any amplification 320 175 -0.06 -0.61 0.44 1487.79 1.00 3384 306 161 14 TRUE 0.08
non-small cell lung cancer RAS_13 CEBPA Any amplification 136 275 -0.11 -0.97 0.62 1701.96 1.00 5665 130 269 6 TRUE 0.10
colorectal cancer RAS_13 ERCC4 Any amplification 335 108 -1.17 -2.47 -0.21 1461.01 1.00 3568 331 104 4 TRUE 1.39
non-small cell lung cancer RAS_13 ERCC4 Any amplification 144 220 -2.92 -7.32 -0.84 1220.14 1.00 6044 144 220 0 TRUE 0.96
colorectal cancer RAS_13 EZH2 Any amplification 346 374 -0.38 -0.80 0.02 1519.83 1.00 3396 323 351 23 TRUE 1.10
non-small cell lung cancer RAS_13 EZH2 Any amplification 145 379 -0.28 -1.08 0.44 1474.95 1.00 6004 138 372 7 TRUE 0.34
non-small cell lung cancer RAS_13 GATA2 Any amplification 111 79 0.33 -1.12 1.49 1464.22 1.00 4549 108 76 3 TRUE 0.21
colorectal cancer RAS_13 IDH1 Any amplification 346 66 -0.71 -2.02 0.29 1367.76 1.00 3684 343 63 3 TRUE 0.65
non-small cell lung cancer RAS_13 IDH1 Any amplification 145 75 -0.27 -1.82 1.01 1517.26 1.00 6303 143 73 2 TRUE 0.15
colorectal cancer RAS_13 PTPN11 Any amplification 346 59 0.42 -0.39 1.17 1347.69 1.01 3696 338 51 8 TRUE 0.57
non-small cell lung cancer RAS_13 PTPN11 Any amplification 145 68 -0.34 -2.24 0.96 1196.66 1.00 6309 144 67 1 TRUE 0.17
colorectal cancer RAS_13 RAD52 Any amplification 282 119 0.29 -0.29 0.85 1465.02 1.00 2875 268 105 14 FALSE 0.49
non-small cell lung cancer RAS_13 RAD52 Any amplification 111 121 -0.30 -1.63 0.76 1334.91 1.00 4498 109 119 2 FALSE 0.20
colorectal cancer RAS_13 RHEB Any amplification 273 345 -0.41 -0.91 0.01 1466.54 1.00 2766 253 325 20 FALSE 1.10
non-small cell lung cancer RAS_13 RHEB Any amplification 122 329 -0.50 -1.45 0.24 1346.03 1.00 4911 117 324 5 FALSE 0.61
colorectal cancer RAS_13 SOCS1 Any amplification 342 100 -0.82 -1.96 0.07 1534.55 1.00 3637 337 95 5 FALSE 0.97
non-small cell lung cancer RAS_13 SOCS1 Any amplification 145 239 -2.93 -7.92 -0.70 1086.87 1.00 6062 145 239 0 FALSE 0.91
colorectal cancer RAS_13 SOX2 Any amplification 342 69 -0.10 -1.06 0.65 1403.98 1.00 3669 336 63 6 FALSE 0.09
non-small cell lung cancer RAS_13 SOX2 Any amplification 145 461 -0.80 -1.74 0.02 1480.61 1.00 5845 140 456 5 FALSE 1.14
colorectal cancer RAS_13 ETV5 Any amplification 145 64 0.07 -0.88 0.90 1703.43 1.00 1634 139 58 6 TRUE 0.06
non-small cell lung cancer RAS_13 ETV5 Any amplification 55 329 -0.36 -1.34 0.45 1556.65 1.00 2333 50 324 5 TRUE 0.35
colorectal cancer RAS_13 PRKDC Any amplification 145 446 0.20 -0.18 0.56 1381.36 1.00 1286 105 406 40 FALSE 0.52
non-small cell lung cancer RAS_13 PRKDC Any amplification 55 373 0.49 -0.17 1.09 1588.12 1.00 2296 43 361 12 FALSE 0.88
colorectal cancer RAS_13 PRKCI Any amplification 235 85 -0.07 -0.93 0.69 1384.68 1.00 2589 228 78 7 FALSE 0.07
non-small cell lung cancer RAS_13 PRKCI Any amplification 97 440 -0.23 -0.99 0.42 1525.06 1.00 4047 89 432 8 FALSE 0.28
colorectal cancer RAS_13 CBLB Any amplification 114 52 -0.14 -1.29 0.81 1060.78 1.00 1336 110 48 4 FALSE 0.10
non-small cell lung cancer RAS_13 CBLB Any amplification 53 174 -0.30 -1.51 0.68 1578.89 1.00 2271 50 171 3 FALSE 0.23
colorectal cancer RAS_13 CRTC1 Any amplification 114 64 -0.17 -1.25 0.72 1495.37 1.00 1325 109 59 5 FALSE 0.13
non-small cell lung cancer RAS_13 CRTC1 Any amplification 53 51 -1.62 -6.12 0.66 1326.04 1.00 2391 53 51 0 FALSE 0.47
colorectal cancer RAS_13 CUX1 Any amplification 114 373 -0.24 -0.72 0.19 1486.36 1.00 1035 90 349 24 FALSE 0.53
non-small cell lung cancer RAS_13 CUX1 Any amplification 53 378 -0.39 -1.21 0.37 1493.35 1.00 2070 47 372 6 FALSE 0.47
colorectal cancer RAS_13 DDB2 Any amplification 114 52 -1.19 -2.97 0.17 1276.79 1.00 1334 112 50 2 TRUE 0.86
non-small cell lung cancer RAS_13 DDB2 Any amplification 53 86 -2.26 -6.28 -0.01 1438.84 1.00 2356 53 86 0 TRUE 0.76
non-small cell lung cancer RAS_13 EXT2 Any amplification 53 85 -5.66 -16.09 -0.43 1386.56 1.00 2357 53 85 0 TRUE 0.74
colorectal cancer RAS_13 LMO2 Any amplification 114 52 -0.65 -2.09 0.47 1559.55 1.00 1335 111 49 3 FALSE 0.48
non-small cell lung cancer RAS_13 LMO2 Any amplification 53 78 -1.95 -6.45 0.18 1437.89 1.00 2364 53 78 0 FALSE 0.60
colorectal cancer RAS_13 MECOM Any amplification 124 74 0.15 -0.62 0.87 1615.80 1.00 1417 117 67 7 FALSE 0.16
non-small cell lung cancer RAS_13 MECOM Any amplification 53 421 -0.14 -0.95 0.53 1282.04 1.00 2110 45 413 8 FALSE 0.15
colorectal cancer RAS_13 MYBL1 Any amplification 114 469 0.16 -0.23 0.55 1421.81 1.00 954 75 430 39 FALSE 0.37
non-small cell lung cancer RAS_13 MYBL1 Any amplification 53 406 0.55 -0.12 1.16 1350.10 1.00 2050 39 392 14 FALSE 1.08
colorectal cancer RAS_13 NFKBIZ Any amplification 114 80 0.05 -0.74 0.80 1538.58 1.00 1311 107 73 7 FALSE 0.05
non-small cell lung cancer RAS_13 NFKBIZ Any amplification 53 198 -0.39 -1.64 0.58 1648.71 1.00 2247 50 195 3 FALSE 0.32
colorectal cancer RAS_13 SBDS Any amplification 114 370 -0.23 -0.70 0.22 1346.89 1.00 1038 90 346 24 TRUE 0.47
non-small cell lung cancer RAS_13 SBDS Any amplification 53 346 -0.31 -1.23 0.43 1465.16 1.00 2102 47 340 6 TRUE 0.35
colorectal cancer RAS_13 STAT6 Any amplification 114 68 0.53 -0.24 1.23 1503.03 1.00 1325 105 59 9 FALSE 0.79
non-small cell lung cancer RAS_13 STAT6 Any amplification 53 124 -0.22 -1.58 0.85 1491.51 1.00 2320 51 122 2 FALSE 0.14
non-small cell lung cancer KRAS_13 AKT1 Any amplification 134 177 -1.80 -4.72 0.01 1387.87 1.00 6211 133 176 1 TRUE 0.90
non-small cell lung cancer KRAS_13 CBL Any amplification 134 118 -5.47 -14.22 -0.41 481.47 1.01 6202 134 118 0 TRUE 0.75
colorectal cancer KRAS_13 CCND1 Any amplification 315 81 -0.61 -1.63 0.34 1278.84 1.00 3684 311 77 4 TRUE 0.64
non-small cell lung cancer KRAS_13 CCND1 Any amplification 134 331 -0.66 -1.63 0.19 1440.98 1.00 5993 130 327 4 TRUE 0.79
colorectal cancer KRAS_13 CD274 Any amplification 309 112 -0.08 -0.82 0.60 1499.40 1.00 3595 300 103 9 FALSE 0.08
non-small cell lung cancer KRAS_13 CD274 Any amplification 133 125 -2.19 -7.13 -0.03 1254.25 1.00 6150 133 125 0 FALSE 0.62
colorectal cancer KRAS_13 CD79B Any amplification 315 92 0.39 -0.32 1.02 1477.57 1.00 3678 304 81 11 FALSE 0.60
non-small cell lung cancer KRAS_13 CD79B Any amplification 134 224 -0.75 -2.28 0.31 1357.34 1.00 6090 132 222 2 FALSE 0.59
colorectal cancer KRAS_13 CDKN1B Any amplification 315 149 0.14 -0.44 0.69 1460.29 1.00 3626 301 135 14 TRUE 0.20
non-small cell lung cancer KRAS_13 CDKN1B Any amplification 134 196 -1.15 -3.11 0.18 1582.05 1.00 6125 133 195 1 TRUE 0.77
non-small cell lung cancer KRAS_13 CHEK2 Any amplification 134 98 -1.25 -3.94 0.60 1386.42 1.00 6223 133 97 1 TRUE 0.54
colorectal cancer KRAS_13 CRKL Any amplification 315 54 -0.50 -1.71 0.53 1453.66 1.00 3708 312 51 3 FALSE 0.41
non-small cell lung cancer KRAS_13 CRKL Any amplification 134 192 -0.49 -1.72 0.51 1468.94 1.00 6123 131 189 3 FALSE 0.41
non-small cell lung cancer KRAS_13 CSF3R Any amplification 113 80 -0.07 -1.87 1.26 1303.53 1.00 5158 111 78 2 FALSE 0.03
colorectal cancer KRAS_13 ERCC2 Any amplification 315 100 -0.22 -1.01 0.52 1397.57 1.00 3668 308 93 7 TRUE 0.23
non-small cell lung cancer KRAS_13 ERCC2 Any amplification 134 171 -0.64 -2.06 0.42 1271.66 1.00 6151 132 169 2 TRUE 0.50
non-small cell lung cancer KRAS_13 ERG Any amplification 123 104 -1.24 -4.04 0.54 1392.92 1.00 5716 122 103 1 FALSE 0.53
colorectal cancer KRAS_13 ETV6 Any amplification 315 139 0.14 -0.45 0.72 1355.36 1.00 3633 302 126 13 FALSE 0.20
non-small cell lung cancer KRAS_13 ETV6 Any amplification 134 187 -0.59 -2.03 0.46 1475.77 1.00 6127 132 185 2 FALSE 0.46
non-small cell lung cancer KRAS_13 FAM46C Any amplification 134 62 0.72 -0.84 1.79 1352.68 1.00 6253 131 59 3 FALSE 0.58
non-small cell lung cancer KRAS_13 FOXA1 Any amplification 101 321 -0.83 -1.96 0.21 194.07 1.01 4093 97 317 4 FALSE 0.83
non-small cell lung cancer KRAS_13 H3F3B Any amplification 93 91 -0.32 -2.03 1.05 201.71 1.01 3953 91 89 2 TRUE 0.16
non-small cell lung cancer KRAS_13 ID3 Any amplification 124 61 -0.62 -3.49 1.16 242.77 1.02 5669 123 60 1 FALSE 0.22
colorectal cancer KRAS_13 IDH2 Any amplification 319 64 -0.59 -1.82 0.42 1520.04 1.00 3713 316 61 3 TRUE 0.52
non-small cell lung cancer KRAS_13 IDH2 Any amplification 134 96 -0.31 -1.87 0.90 1320.17 1.00 6293 132 94 2 TRUE 0.18
colorectal cancer KRAS_13 KRAS Any amplification 319 148 -0.17 -0.88 0.46 1475.49 1.00 3637 308 137 11 TRUE 0.21
non-small cell lung cancer KRAS_13 KRAS Any amplification 134 334 -1.68 -3.53 -0.42 1452.16 1.00 6054 133 333 1 TRUE 1.35
non-small cell lung cancer KRAS_13 MAP2K1 Any amplification 134 68 -0.88 -3.95 0.96 1455.94 1.00 6253 133 67 1 TRUE 0.32
non-small cell lung cancer KRAS_13 MAPK1 Any amplification 132 140 -0.67 -2.49 0.65 1271.23 1.00 5967 130 138 2 FALSE 0.38
colorectal cancer KRAS_13 MEF2B Any amplification 315 55 -0.03 -1.13 0.86 1567.70 1.00 3709 310 50 5 FALSE 0.02
non-small cell lung cancer KRAS_13 MEF2B Any amplification 134 58 -1.61 -6.26 0.50 1515.26 1.00 6254 134 58 0 FALSE 0.42
non-small cell lung cancer KRAS_13 MEN1 Any amplification 134 79 -5.32 -14.97 -0.32 640.79 1.01 6233 134 79 0 TRUE 0.66
non-small cell lung cancer KRAS_13 MPL Any amplification 134 84 -0.11 -1.85 1.23 1448.26 1.00 6297 132 82 2 TRUE 0.05
non-small cell lung cancer KRAS_13 MUTYH Any amplification 134 68 -0.89 -3.58 0.92 1449.21 1.00 6245 133 67 1 TRUE 0.34
non-small cell lung cancer KRAS_13 NF2 Any amplification 134 93 -1.16 -3.89 0.64 1050.42 1.00 6228 133 92 1 TRUE 0.49
non-small cell lung cancer KRAS_13 NFKBIA Any amplification 126 516 -0.43 -1.10 0.32 56.51 1.04 5436 118 508 8 FALSE 0.57
non-small cell lung cancer KRAS_13 NPM1 Any amplification 134 207 -1.82 -4.59 -0.17 922.29 1.00 6173 133 206 1 FALSE 0.99
non-small cell lung cancer KRAS_13 PHOX2B Any amplification 132 97 -1.23 -3.98 0.65 1383.36 1.00 6001 131 96 1 TRUE 0.52
non-small cell lung cancer KRAS_13 PPM1D Any amplification 93 78 -0.12 -2.29 1.27 593.44 1.00 3966 91 76 2 FALSE 0.05
colorectal cancer KRAS_13 PRDM1 Any amplification 315 67 -1.73 -3.79 -0.25 1451.59 1.00 3693 314 66 1 FALSE 1.24
non-small cell lung cancer KRAS_13 PRDM1 Any amplification 134 69 -1.09 -3.29 0.63 1568.21 1.00 6244 133 68 1 FALSE 0.55
colorectal cancer KRAS_13 PRKAR1A Any amplification 315 95 0.37 -0.32 0.97 1313.04 1.00 3675 304 84 11 TRUE 0.58
non-small cell lung cancer KRAS_13 PRKAR1A Any amplification 134 288 -0.43 -1.50 0.44 1313.14 1.00 6028 130 284 4 TRUE 0.41
non-small cell lung cancer KRAS_13 RAD51C Any amplification 103 77 -0.05 -1.86 1.27 596.45 1.00 4558 101 75 2 TRUE 0.02
colorectal cancer KRAS_13 RARA Any amplification 315 141 -0.19 -0.92 0.42 1488.91 1.00 3628 305 131 10 FALSE 0.25
non-small cell lung cancer KRAS_13 RARA Any amplification 134 192 -1.17 -3.06 0.09 1348.87 1.00 6121 133 191 1 FALSE 0.83
non-small cell lung cancer KRAS_13 RUNX1 Any amplification 134 134 -1.52 -4.56 0.35 1398.60 1.00 6179 133 133 1 TRUE 0.68
non-small cell lung cancer KRAS_13 SDHAF2 Any amplification 132 84 -5.65 -16.10 -0.32 1302.86 1.00 6013 132 84 0 TRUE 0.73
non-small cell lung cancer KRAS_13 SDHB Any amplification 133 65 0.17 -1.60 1.47 1465.21 1.00 6212 131 63 2 FALSE 0.08
non-small cell lung cancer KRAS_13 SDHD Any amplification 133 102 -5.79 -16.20 -0.57 1033.72 1.00 6173 133 102 0 FALSE 0.74
non-small cell lung cancer KRAS_13 SMARCB1 Any amplification 134 117 -1.37 -4.34 0.45 1328.19 1.00 6271 133 116 1 TRUE 0.59
colorectal cancer KRAS_13 SRSF2 Any amplification 265 92 0.15 -0.62 0.84 1427.53 1.00 3178 256 83 9 FALSE 0.16
non-small cell lung cancer KRAS_13 SRSF2 Any amplification 124 224 -0.79 -2.24 0.30 1456.26 1.00 5507 122 222 2 FALSE 0.65
colorectal cancer KRAS_13 STAT3 Any amplification 287 96 -0.06 -0.88 0.70 1565.04 1.00 3425 279 88 8 FALSE 0.06
non-small cell lung cancer KRAS_13 STAT3 Any amplification 125 166 -2.51 -7.80 -0.26 1237.91 1.00 5749 125 166 0 FALSE 0.63
colorectal cancer KRAS_13 SUZ12 Any amplification 287 107 0.32 -0.38 0.93 1387.76 1.00 3353 275 95 12 FALSE 0.48
non-small cell lung cancer KRAS_13 SUZ12 Any amplification 132 172 -2.46 -8.12 -0.15 1121.37 1.00 5925 132 172 0 FALSE 0.63
non-small cell lung cancer KRAS_13 TMPRSS2 Any amplification 123 86 -5.41 -15.18 -0.41 1290.14 1.00 5733 123 86 0 FALSE 0.71
non-small cell lung cancer KRAS_13 YAP1 Any amplification 101 88 -5.55 -15.38 -0.57 1251.19 1.00 4322 101 88 0 FALSE 0.76
colorectal cancer KRAS_13 ETV4 Any amplification 129 154 -0.03 -0.70 0.58 1430.13 1.00 1565 118 143 11 FALSE 0.03
colorectal cancer KRAS_13 KAT6A Any amplification 73 157 0.17 -0.50 0.78 1223.45 1.00 808 60 144 13 FALSE 0.23
non-small cell lung cancer KRAS_13 MYCL Any amplification 134 130 -1.50 -4.38 0.34 1006.90 1.00 6191 133 129 1 FALSE 0.66
colorectal cancer KRAS_13 GATA4 Any amplification 123 58 0.57 -0.30 1.37 1552.83 1.00 1596 116 51 7 FALSE 0.76
colorectal cancer KRAS_13 GATA6 Any amplification 123 78 -0.43 -1.59 0.51 999.97 1.00 1573 119 74 4 FALSE 0.38
colorectal cancer KRAS_13 PDCD1LG2 Any amplification 217 109 -0.02 -0.82 0.70 1399.80 1.00 2585 208 100 9 FALSE 0.02
non-small cell lung cancer KRAS_13 PDCD1LG2 Any amplification 90 115 -2.07 -6.87 0.16 1377.78 1.00 4371 90 115 0 FALSE 0.61
colorectal cancer KRAS_13 BCL2L12 Any amplification 101 99 -0.02 -0.86 0.71 1430.04 1.00 1305 94 92 7 FALSE 0.01
colorectal cancer KRAS_13 CIITA Any amplification 101 78 -0.76 -2.07 0.36 1574.25 1.00 1322 98 75 3 FALSE 0.67
colorectal cancer KRAS_13 WRN Any amplification 101 65 0.27 -0.67 1.08 1434.72 1.00 1338 95 59 6 TRUE 0.26
colorectal cancer KRAS_13 MTAP Any amplification 54 54 0.30 -0.75 1.19 487.88 1.00 693 49 49 5 FALSE 0.25
non-small cell lung cancer KRAS_13 MRE11A Any amplification 103 55 -0.70 -3.64 1.07 1479.00 1.00 4579 102 54 1 FALSE 0.25
colorectal cancer KRAS_13 WHSC1L1 Any amplification 148 140 -0.41 -1.14 0.28 1329.51 1.00 1648 140 132 8 FALSE 0.57
non-small cell lung cancer KRAS_13 WHSC1L1 Any amplification 58 108 -0.85 -2.79 0.44 1515.72 1.00 2595 57 107 1 FALSE 0.51
colorectal cancer KRAS_13 CDK8 Any amplification 259 453 -0.25 -0.65 0.13 1355.71 1.00 2580 229 423 30 FALSE 0.68
colorectal cancer KRAS_13 FANCC Any amplification 315 71 0.03 -0.94 0.79 1078.90 1.00 3694 309 65 6 TRUE 0.02
colorectal cancer KRAS_13 GNAQ Any amplification 319 70 0.00 -1.14 0.84 323.32 1.01 3710 313 64 6 TRUE 0.00
colorectal cancer KRAS_13 HRAS Any amplification 319 62 -0.35 -1.53 0.60 1455.18 1.00 3716 315 58 4 TRUE 0.29
non-small cell lung cancer KRAS_13 HRAS Any amplification 134 77 -0.60 -2.56 0.80 1434.91 1.00 6311 133 76 1 TRUE 0.33
colorectal cancer KRAS_13 LMO1 Any amplification 315 51 -0.67 -2.16 0.49 1683.58 1.00 3711 312 48 3 FALSE 0.49
non-small cell lung cancer KRAS_13 LMO1 Any amplification 134 67 -1.87 -6.18 0.23 1411.06 1.00 6245 134 67 0 FALSE 0.59
colorectal cancer KRAS_13 PAX5 Any amplification 315 118 0.00 -0.74 0.65 1489.32 1.00 3651 305 108 10 TRUE 0.00
non-small cell lung cancer KRAS_13 PAX5 Any amplification 134 93 -2.04 -6.83 0.15 1398.56 1.00 6219 134 93 0 TRUE 0.59
colorectal cancer KRAS_13 TNFAIP3 Any amplification 315 75 -1.00 -2.45 0.05 1260.48 1.00 3687 312 72 3 TRUE 0.93
non-small cell lung cancer KRAS_13 TNFAIP3 Any amplification 134 56 -2.00 -6.34 0.29 1444.06 1.00 6256 134 56 0 TRUE 0.65
colorectal cancer KRAS_13 CYLD Any amplification 217 124 -0.62 -1.56 0.16 1504.06 1.00 2567 211 118 6 FALSE 0.79
non-small cell lung cancer KRAS_13 CYLD Any amplification 90 108 -2.16 -6.46 0.00 1445.76 1.00 4378 90 108 0 FALSE 0.67
colorectal cancer KRAS_13 AKT2 Any amplification 315 145 -0.18 -0.86 0.45 1547.40 1.00 3626 305 135 10 TRUE 0.24
non-small cell lung cancer KRAS_13 AKT2 Any amplification 134 248 -0.36 -1.43 0.56 1544.84 1.00 6076 130 244 4 TRUE 0.33
colorectal cancer KRAS_13 BCL6 Any amplification 315 63 -0.19 -1.24 0.71 1564.18 1.00 3701 310 58 5 FALSE 0.15
non-small cell lung cancer KRAS_13 BCL6 Any amplification 134 358 -1.32 -2.83 -0.25 1462.69 1.00 5956 132 356 2 FALSE 1.35
colorectal cancer KRAS_13 CCND2 Any amplification 315 219 -0.29 -0.89 0.24 1445.67 1.00 3556 301 205 14 FALSE 0.49
non-small cell lung cancer KRAS_13 CCND2 Any amplification 134 170 -1.17 -3.17 0.17 1390.27 1.00 6151 133 169 1 FALSE 0.77
colorectal cancer KRAS_13 CCNE1 Any amplification 315 128 -0.32 -1.08 0.37 1336.42 1.00 3641 307 120 8 TRUE 0.41
non-small cell lung cancer KRAS_13 CCNE1 Any amplification 134 330 -0.39 -1.34 0.40 1446.88 1.00 5995 129 325 5 TRUE 0.43
colorectal cancer KRAS_13 CDK6 Any amplification 315 396 -0.35 -0.80 0.07 1486.85 1.00 3388 292 373 23 TRUE 0.93
non-small cell lung cancer KRAS_13 CDK6 Any amplification 134 416 -0.44 -1.24 0.30 1432.09 1.00 5910 128 410 6 TRUE 0.57
colorectal cancer KRAS_13 CEBPA Any amplification 293 175 -0.25 -0.88 0.34 1366.33 1.00 3408 282 164 11 TRUE 0.38
non-small cell lung cancer KRAS_13 CEBPA Any amplification 126 275 -0.24 -1.09 0.54 1440.86 1.00 5674 121 270 5 TRUE 0.24
colorectal cancer KRAS_13 ERCC4 Any amplification 309 108 -1.08 -2.27 -0.09 1441.09 1.00 3594 305 104 4 TRUE 1.25
non-small cell lung cancer KRAS_13 ERCC4 Any amplification 133 220 -2.80 -7.03 -0.69 1435.95 1.00 6055 133 220 0 TRUE 1.02
colorectal cancer KRAS_13 EZH2 Any amplification 319 374 -0.45 -0.91 0.01 1500.93 1.00 3420 299 354 20 TRUE 1.23
non-small cell lung cancer KRAS_13 EZH2 Any amplification 134 379 -0.39 -1.25 0.32 1355.51 1.00 6014 128 373 6 TRUE 0.49
non-small cell lung cancer KRAS_13 GATA2 Any amplification 103 79 -0.94 -3.73 0.84 578.00 1.00 4555 102 78 1 TRUE 0.39
colorectal cancer KRAS_13 IDH1 Any amplification 319 66 -0.73 -2.08 0.28 1656.63 1.00 3711 316 63 3 TRUE 0.65
non-small cell lung cancer KRAS_13 IDH1 Any amplification 134 75 -0.75 -2.66 0.66 1537.57 1.00 6313 133 74 1 TRUE 0.41
colorectal cancer KRAS_13 PTPN11 Any amplification 319 59 0.54 -0.26 1.24 1452.73 1.00 3723 311 51 8 TRUE 0.80
non-small cell lung cancer KRAS_13 PTPN11 Any amplification 134 68 -0.22 -1.98 1.09 1415.47 1.00 6320 133 67 1 TRUE 0.10
colorectal cancer KRAS_13 RAD52 Any amplification 259 119 0.11 -0.53 0.70 1564.29 1.00 2895 248 108 11 FALSE 0.13
non-small cell lung cancer KRAS_13 RAD52 Any amplification 103 121 -0.31 -1.73 0.77 1614.65 1.00 4506 101 119 2 FALSE 0.20
colorectal cancer KRAS_13 RHEB Any amplification 250 345 -0.50 -1.03 -0.03 1541.66 1.00 2786 233 328 17 FALSE 1.30
non-small cell lung cancer KRAS_13 RHEB Any amplification 113 329 -0.45 -1.33 0.34 1571.00 1.00 4920 108 324 5 FALSE 0.53
colorectal cancer KRAS_13 SOCS1 Any amplification 315 100 -0.72 -1.84 0.19 1465.67 1.00 3664 310 95 5 FALSE 0.78
non-small cell lung cancer KRAS_13 SOCS1 Any amplification 134 239 -2.91 -7.56 -0.66 1261.46 1.00 6073 134 239 0 FALSE 0.94
colorectal cancer KRAS_13 SOX2 Any amplification 315 69 -0.30 -1.36 0.60 1297.31 1.00 3695 310 64 5 FALSE 0.25
non-small cell lung cancer KRAS_13 SOX2 Any amplification 134 461 -1.62 -3.17 -0.52 1687.68 1.00 5853 132 459 2 FALSE 1.80
colorectal cancer KRAS_13 PRKCI Any amplification 217 85 -0.40 -1.32 0.42 1552.11 1.00 2605 212 80 5 FALSE 0.41
non-small cell lung cancer KRAS_13 PRKCI Any amplification 90 440 -0.65 -1.64 0.18 1763.43 1.00 4051 85 435 5 FALSE 0.80
non-small cell lung cancer RAS_61 AKT1 Any amplification 146 177 -5.97 -15.17 -0.98 1467.77 1.00 6198 146 177 0 TRUE 0.82
colorectal cancer RAS_61 CCND1 Any amplification 165 81 -0.23 -1.36 0.74 1404.56 1.00 3833 162 78 3 TRUE 0.18
non-small cell lung cancer RAS_61 CCND1 Any amplification 144 331 -0.28 -1.17 0.46 1145.65 1.00 5985 138 325 6 TRUE 0.29
melanoma RAS_61 CCND1 Any amplification 336 105 0.14 -0.34 0.61 1439.56 1.00 1159 311 80 25 TRUE 0.26
colorectal cancer RAS_61 CD274 Any amplification 163 112 -0.03 -0.96 0.80 1324.77 1.00 3736 159 108 4 FALSE 0.03
non-small cell lung cancer RAS_61 CD274 Any amplification 144 125 0.35 -0.56 1.15 1526.79 1.00 6144 139 120 5 FALSE 0.37
colorectal cancer RAS_61 CD79B Any amplification 165 92 -0.95 -2.69 0.24 1570.67 1.00 3818 164 91 1 FALSE 0.66
non-small cell lung cancer RAS_61 CD79B Any amplification 144 224 0.10 -0.80 0.83 1266.50 1.00 6084 138 218 6 FALSE 0.09
melanoma RAS_61 CD79B Any amplification 336 64 0.56 0.03 1.09 1454.35 1.00 1190 315 43 21 FALSE 1.44
colorectal cancer RAS_61 CDKN1B Any amplification 165 149 0.04 -0.66 0.66 1496.51 1.00 3769 158 142 7 TRUE 0.04
non-small cell lung cancer RAS_61 CDKN1B Any amplification 144 196 0.00 -0.81 0.75 1460.64 1.00 6119 139 191 5 TRUE 0.00
pancreatic cancer RAS_61 CDKN1B Any amplification 135 91 -0.24 -1.07 0.45 1340.37 1.00 1882 131 87 4 TRUE 0.27
non-small cell lung cancer RAS_61 CHEK2 Any amplification 144 98 -0.91 -3.00 0.57 1448.57 1.00 6213 143 97 1 TRUE 0.48
melanoma RAS_61 CHEK2 Any amplification 336 52 0.17 -0.49 0.82 1325.17 1.00 1200 323 39 13 TRUE 0.22
colorectal cancer RAS_61 CRKL Any amplification 165 54 -0.72 -2.41 0.60 1413.52 1.00 3856 164 53 1 FALSE 0.45
non-small cell lung cancer RAS_61 CRKL Any amplification 144 192 0.19 -0.71 0.99 1443.65 1.00 6116 138 186 6 FALSE 0.19
melanoma RAS_61 CRKL Any amplification 336 98 -0.20 -0.74 0.32 1488.02 1.00 1153 318 80 18 FALSE 0.34
non-small cell lung cancer RAS_61 CSF3R Any amplification 116 80 -5.39 -15.39 -0.22 781.77 1.00 5153 116 80 0 FALSE 0.72
colorectal cancer RAS_61 ERCC2 Any amplification 165 100 -0.06 -0.99 0.72 1266.28 1.00 3816 160 95 5 TRUE 0.05
non-small cell lung cancer RAS_61 ERCC2 Any amplification 144 171 -0.67 -1.99 0.31 1497.63 1.00 6140 143 170 1 TRUE 0.60
pancreatic cancer RAS_61 ERCC2 Any amplification 135 77 -0.13 -0.99 0.69 1693.70 1.00 1896 130 72 5 TRUE 0.12
colorectal cancer RAS_61 ETV6 Any amplification 165 139 0.21 -0.53 0.83 1499.83 1.00 3777 158 132 7 FALSE 0.27
non-small cell lung cancer RAS_61 ETV6 Any amplification 144 187 0.38 -0.32 1.04 1469.59 1.00 6122 137 180 7 FALSE 0.56
pancreatic cancer RAS_61 ETV6 Any amplification 135 90 0.14 -0.60 0.79 1551.92 1.00 1879 129 84 6 FALSE 0.16
non-small cell lung cancer RAS_61 FAM46C Any amplification 144 62 -0.40 -2.48 1.10 1546.20 1.00 6241 143 61 1 FALSE 0.18
melanoma RAS_61 FAM46C Any amplification 336 54 0.86 0.27 1.44 1417.33 1.00 1198 315 33 21 FALSE 2.47
non-small cell lung cancer RAS_61 FOXA1 Any amplification 92 321 -0.66 -1.89 0.28 1384.94 1.00 4102 88 317 4 FALSE 0.62
non-small cell lung cancer RAS_61 H3F3B Any amplification 83 91 -1.21 -3.97 0.67 155.16 1.02 3962 82 90 1 TRUE 0.47
non-small cell lung cancer RAS_61 ID3 Any amplification 133 61 -0.82 -3.95 1.04 1395.40 1.00 5660 132 60 1 FALSE 0.29
colorectal cancer RAS_61 IDH2 Any amplification 165 64 -0.36 -1.73 0.76 1303.62 1.00 3866 163 62 2 TRUE 0.24
non-small cell lung cancer RAS_61 IDH2 Any amplification 146 96 -0.68 -2.40 0.58 1433.44 1.00 6280 145 95 1 TRUE 0.43
melanoma RAS_61 IDH2 Any amplification 336 55 0.29 -0.31 0.87 1453.43 1.00 1201 321 40 15 TRUE 0.47
colorectal cancer RAS_61 KRAS Any amplification 165 148 0.00 -0.77 0.66 1408.55 1.00 3786 159 142 6 TRUE 0.00
non-small cell lung cancer RAS_61 KRAS Any amplification 146 334 0.19 -0.45 0.75 1554.25 1.00 6051 136 324 10 TRUE 0.29
pancreatic cancer RAS_61 KRAS Any amplification 135 135 -0.01 -0.65 0.58 1419.11 1.00 1842 127 127 8 TRUE 0.02
non-small cell lung cancer RAS_61 MAPK1 Any amplification 142 140 -0.16 -1.39 0.86 1585.68 1.00 5958 139 137 3 FALSE 0.11
melanoma RAS_61 MAPK1 Any amplification 293 80 0.32 -0.20 0.83 1427.77 1.00 1009 271 58 22 FALSE 0.65
colorectal cancer RAS_61 MEF2B Any amplification 165 55 -1.63 -4.61 0.14 1232.38 1.00 3855 164 54 1 FALSE 0.74
non-small cell lung cancer RAS_61 MEF2B Any amplification 144 58 -2.10 -5.98 0.09 1431.37 1.00 6244 144 58 0 FALSE 0.72
non-small cell lung cancer RAS_61 MPL Any amplification 146 84 -1.16 -3.99 0.68 1493.64 1.00 6284 145 83 1 TRUE 0.47
non-small cell lung cancer RAS_61 MUTYH Any amplification 144 68 -5.31 -15.73 -0.12 975.55 1.00 6234 144 68 0 TRUE 0.66
non-small cell lung cancer RAS_61 NF2 Any amplification 144 93 -2.75 -9.44 0.12 1553.60 1.00 6217 144 93 0 TRUE 0.56
melanoma RAS_61 NF2 Any amplification 336 54 0.11 -0.58 0.70 1287.65 1.00 1198 323 41 13 TRUE 0.13
non-small cell lung cancer RAS_61 NFKBIA Any amplification 135 516 0.28 -0.29 0.75 577.53 1.01 5434 120 501 15 FALSE 0.52
non-small cell lung cancer RAS_61 NPM1 Any amplification 146 207 0.02 -0.91 0.78 1476.80 1.00 6166 140 201 6 FALSE 0.02
pancreatic cancer RAS_61 NPM1 Any amplification 135 51 -0.95 -2.82 0.32 1527.64 1.00 1913 134 50 1 FALSE 0.64
melanoma RAS_61 NRAS Any amplification 336 52 1.18 0.60 1.73 1387.28 1.00 1213 312 28 24 TRUE 4.33
non-small cell lung cancer RAS_61 PHOX2B Any amplification 142 97 -1.28 -4.06 0.52 1137.47 1.00 5991 141 96 1 TRUE 0.54
non-small cell lung cancer RAS_61 PPM1D Any amplification 83 78 -1.01 -3.87 0.89 1347.08 1.00 3975 82 77 1 FALSE 0.37
colorectal cancer RAS_61 PRDM1 Any amplification 165 67 -0.53 -1.92 0.61 1547.53 1.00 3844 163 65 2 FALSE 0.37
non-small cell lung cancer RAS_61 PRDM1 Any amplification 144 69 -0.63 -2.57 0.74 1610.61 1.00 6234 143 68 1 FALSE 0.36
colorectal cancer RAS_61 PRKAR1A Any amplification 165 95 -1.08 -2.89 0.19 1248.54 1.00 3815 164 94 1 TRUE 0.77
non-small cell lung cancer RAS_61 PRKAR1A Any amplification 144 288 -0.17 -1.07 0.59 1299.32 1.00 6020 138 282 6 TRUE 0.16
melanoma RAS_61 PRKAR1A Any amplification 336 79 0.58 0.09 1.07 1451.52 1.00 1178 310 53 26 TRUE 1.64
non-small cell lung cancer RAS_61 RAD51C Any amplification 94 77 -0.88 -3.65 0.89 1384.72 1.00 4566 93 76 1 TRUE 0.35
colorectal cancer RAS_61 RARA Any amplification 165 141 -0.66 -1.69 0.16 1436.30 1.00 3770 163 139 2 FALSE 0.78
non-small cell lung cancer RAS_61 RARA Any amplification 144 192 -0.14 -1.00 0.68 1365.81 1.00 6115 139 187 5 FALSE 0.13
pancreatic cancer RAS_61 RARA Any amplification 135 65 -0.26 -1.21 0.55 1307.67 1.00 1902 131 61 4 FALSE 0.25
non-small cell lung cancer RAS_61 RUNX1 Any amplification 144 134 -0.66 -2.42 0.71 914.07 1.00 6170 142 132 2 TRUE 0.39
non-small cell lung cancer RAS_61 SDHAF2 Any amplification 142 84 -1.18 -4.06 0.71 921.08 1.01 6004 141 83 1 TRUE 0.47
non-small cell lung cancer RAS_61 SDHB Any amplification 144 65 -0.87 -3.51 0.88 1460.71 1.00 6200 143 64 1 FALSE 0.35
non-small cell lung cancer RAS_61 SDHD Any amplification 144 102 -1.33 -4.33 0.52 1201.80 1.00 6163 143 101 1 FALSE 0.58
non-small cell lung cancer RAS_61 SMARCB1 Any amplification 146 117 -1.01 -3.18 0.41 1391.39 1.00 6259 145 116 1 TRUE 0.56
melanoma RAS_61 SMARCB1 Any amplification 336 68 0.26 -0.31 0.81 1571.85 1.00 1191 318 50 18 TRUE 0.46
colorectal cancer RAS_61 SRSF2 Any amplification 143 92 -1.89 -5.29 -0.10 1254.55 1.00 3291 143 92 0 FALSE 0.83
non-small cell lung cancer RAS_61 SRSF2 Any amplification 133 224 0.03 -0.91 0.82 1462.89 1.00 5502 127 218 6 FALSE 0.02
melanoma RAS_61 SRSF2 Any amplification 283 73 0.68 0.16 1.15 1646.83 1.00 959 257 47 26 FALSE 2.15
colorectal cancer RAS_61 STAT3 Any amplification 158 96 -2.00 -5.38 -0.26 1371.87 1.00 3546 158 96 0 FALSE 0.86
non-small cell lung cancer RAS_61 STAT3 Any amplification 135 166 -0.81 -2.23 0.45 1460.72 1.00 5742 132 163 3 FALSE 0.61
colorectal cancer RAS_61 SUZ12 Any amplification 148 107 -2.08 -6.07 -0.29 1231.90 1.00 3480 148 107 0 FALSE 0.76
non-small cell lung cancer RAS_61 SUZ12 Any amplification 142 172 -0.89 -2.46 0.28 1467.86 1.00 5918 139 169 3 FALSE 0.70
non-small cell lung cancer RAS_61 TMPRSS2 Any amplification 127 86 -0.16 -2.02 1.18 896.84 1.00 5731 125 84 2 FALSE 0.08
non-small cell lung cancer RAS_61 YAP1 Any amplification 92 88 -0.98 -3.74 0.76 715.73 1.00 4332 91 87 1 FALSE 0.40
colorectal cancer RAS_61 ETV4 Any amplification 81 154 -1.12 -2.56 -0.07 1411.85 1.00 1604 79 152 2 FALSE 1.12
non-small cell lung cancer RAS_61 ETV4 Any amplification 66 184 -0.50 -1.72 0.49 1515.01 1.00 2465 63 181 3 FALSE 0.44
melanoma RAS_61 ETV4 Any amplification 148 70 0.72 0.19 1.22 1349.42 1.00 453 122 44 26 FALSE 2.18
non-small cell lung cancer RAS_61 EWSR1 Any amplification 66 92 -2.69 -7.84 0.04 1413.11 1.00 2554 66 92 0 TRUE 0.68
melanoma RAS_61 EWSR1 Any amplification 148 61 0.24 -0.36 0.82 1511.27 1.00 453 131 44 17 TRUE 0.37
non-small cell lung cancer RAS_61 MYCL Any amplification 144 130 -1.58 -4.36 0.20 1352.84 1.00 6181 143 129 1 FALSE 0.75
colorectal cancer RAS_61 GATA4 Any amplification 79 58 -0.56 -1.91 0.66 1398.94 1.00 1635 77 56 2 FALSE 0.39
non-small cell lung cancer RAS_61 GATA4 Any amplification 66 67 -0.64 -2.24 0.68 1537.97 1.00 2542 65 66 1 FALSE 0.41
colorectal cancer RAS_61 GATA6 Any amplification 79 78 0.47 -0.46 1.26 1509.82 1.00 1618 74 73 5 FALSE 0.54
non-small cell lung cancer RAS_61 GATA6 Any amplification 66 63 0.77 -0.27 1.68 1430.58 1.00 2549 62 59 4 FALSE 0.93
colorectal cancer RAS_61 PDCD1LG2 Any amplification 125 109 -0.11 -1.09 0.72 1593.46 1.00 2672 121 105 4 FALSE 0.09
non-small cell lung cancer RAS_61 PDCD1LG2 Any amplification 108 115 0.13 -0.87 1.05 1626.78 1.00 4357 104 111 4 FALSE 0.11
colorectal cancer RAS_61 BCL2L12 Any amplification 64 99 -0.18 -1.32 0.82 1167.49 1.00 1340 59 94 5 FALSE 0.14
non-small cell lung cancer RAS_61 BCL2L12 Any amplification 64 119 -1.56 -5.87 0.08 725.91 1.01 2312 64 119 0 FALSE 0.50
colorectal cancer RAS_61 CIITA Any amplification 64 78 -0.91 -2.29 0.24 1280.01 1.00 1358 62 76 2 FALSE 0.80
non-small cell lung cancer RAS_61 CIITA Any amplification 64 213 -1.09 -2.42 -0.03 1441.11 1.00 2220 62 211 2 FALSE 1.17
non-small cell lung cancer RAS_61 PRF1 Any amplification 64 82 0.57 -0.60 1.53 1192.93 1.00 2353 60 78 4 FALSE 0.54
colorectal cancer RAS_61 WRN Any amplification 64 65 -0.19 -1.51 0.88 1257.82 1.00 1372 61 62 3 TRUE 0.12
non-small cell lung cancer RAS_61 WRN Any amplification 64 68 -0.43 -2.20 0.82 1175.03 1.00 2364 63 67 1 TRUE 0.24
non-small cell lung cancer RAS_61 MRE11A Any amplification 94 55 -5.24 -15.11 0.10 1141.73 1.00 4587 94 55 0 FALSE 0.68
colorectal cancer RAS_61 WHSC1L1 Any amplification 77 140 -0.84 -2.19 0.21 1622.08 1.00 1714 74 137 3 FALSE 0.82
non-small cell lung cancer RAS_61 WHSC1L1 Any amplification 56 108 -0.97 -2.79 0.39 1405.06 1.00 2597 55 107 1 FALSE 0.65
colorectal cancer RAS_61 CDK8 Any amplification 126 453 0.50 0.06 0.94 1408.29 1.00 2709 100 427 26 FALSE 1.61
colorectal cancer RAS_61 FANCC Any amplification 165 71 -0.63 -2.58 0.67 244.33 1.01 3840 163 69 2 TRUE 0.35
colorectal cancer RAS_61 HRAS Any amplification 165 62 -2.35 -5.74 -0.31 1219.53 1.00 3866 165 62 0 TRUE 0.94
non-small cell lung cancer RAS_61 HRAS Any amplification 146 77 -1.76 -4.63 0.18 1119.59 1.00 6299 145 76 1 TRUE 0.79
colorectal cancer RAS_61 LMO1 Any amplification 165 51 -0.89 -2.97 0.58 1440.13 1.00 3859 164 50 1 FALSE 0.50
non-small cell lung cancer RAS_61 LMO1 Any amplification 144 67 -0.80 -2.81 0.66 1286.19 1.00 6236 143 66 1 FALSE 0.43
colorectal cancer RAS_61 PAX5 Any amplification 165 118 -0.04 -0.99 0.74 1403.60 1.00 3796 160 113 5 TRUE 0.03
non-small cell lung cancer RAS_61 PAX5 Any amplification 144 93 -0.14 -1.50 0.89 1537.58 1.00 6211 142 91 2 TRUE 0.09
colorectal cancer RAS_61 TNFAIP3 Any amplification 165 75 -0.93 -2.86 0.45 1425.49 1.00 3836 163 73 2 TRUE 0.58
non-small cell lung cancer RAS_61 TNFAIP3 Any amplification 144 56 -1.74 -5.59 0.32 1445.68 1.00 6246 144 56 0 TRUE 0.60
colorectal cancer RAS_61 CDKN1C Any amplification 64 54 -1.88 -4.74 0.07 1480.35 1.00 1381 63 53 1 FALSE 0.87
non-small cell lung cancer RAS_61 CDKN1C Any amplification 64 73 -2.30 -5.89 -0.18 1320.57 1.00 2358 64 73 0 FALSE 0.87
colorectal cancer RAS_61 MYB Any amplification 79 89 -1.11 -2.96 0.20 1533.50 1.00 1604 77 87 2 FALSE 0.78
non-small cell lung cancer RAS_61 MYB Any amplification 66 52 -1.88 -6.15 0.23 1599.36 1.00 2556 66 52 0 FALSE 0.62
non-small cell lung cancer RAS_61 FANCF Any amplification 66 57 -5.22 -15.76 -0.12 1280.17 1.00 2589 66 57 0 TRUE 0.57
colorectal cancer RAS_61 FANCG Any amplification 81 120 -0.05 -0.97 0.74 1525.02 1.00 1641 76 115 5 TRUE 0.04
non-small cell lung cancer RAS_61 FANCG Any amplification 66 88 0.12 -1.05 1.10 1553.80 1.00 2561 63 85 3 TRUE 0.08
colorectal cancer RAS_61 CYLD Any amplification 125 124 -0.53 -1.61 0.34 1505.99 1.00 2657 121 120 4 FALSE 0.53
non-small cell lung cancer RAS_61 CYLD Any amplification 108 108 -0.86 -2.56 0.36 1527.45 1.00 4361 107 107 1 FALSE 0.61
colorectal cancer RAS_61 XPA Any amplification 64 76 -0.23 -1.65 0.88 1153.21 1.00 1361 61 73 3 TRUE 0.14
colorectal cancer RAS_61 AKT2 Any amplification 165 145 0.24 -0.46 0.87 1498.92 1.00 3775 156 136 9 TRUE 0.31
non-small cell lung cancer RAS_61 AKT2 Any amplification 144 248 -0.56 -1.60 0.28 1466.09 1.00 6064 142 246 2 TRUE 0.60
pancreatic cancer RAS_61 AKT2 Any amplification 135 120 -0.03 -0.74 0.60 1299.82 1.00 1857 127 112 8 TRUE 0.03
colorectal cancer RAS_61 BCL6 Any amplification 165 63 -0.78 -2.31 0.43 1484.25 1.00 3847 164 62 1 FALSE 0.58
non-small cell lung cancer RAS_61 BCL6 Any amplification 144 358 -0.92 -2.05 -0.07 1500.77 1.00 5947 141 355 3 FALSE 1.14
pancreatic cancer RAS_61 BCL6 Any amplification 135 52 0.30 -0.74 1.21 1294.37 1.00 1917 129 46 6 FALSE 0.28
colorectal cancer RAS_61 CCND2 Any amplification 165 219 -0.31 -1.07 0.38 1413.20 1.00 3698 159 213 6 FALSE 0.41
non-small cell lung cancer RAS_61 CCND2 Any amplification 144 170 0.06 -0.83 0.84 1537.65 1.00 6145 139 165 5 FALSE 0.05
pancreatic cancer RAS_61 CCND2 Any amplification 135 90 -0.04 -0.93 0.66 1411.99 1.00 1885 129 84 6 FALSE 0.04
colorectal cancer RAS_61 CCNE1 Any amplification 165 128 -0.72 -1.73 0.15 1425.17 1.00 3786 162 125 3 TRUE 0.88
non-small cell lung cancer RAS_61 CCNE1 Any amplification 144 330 -0.88 -1.83 -0.06 1432.90 1.00 5983 141 327 3 TRUE 1.29
pancreatic cancer RAS_61 CCNE1 Any amplification 135 93 -0.63 -1.55 0.17 1468.78 1.00 1880 131 89 4 TRUE 0.80
colorectal cancer RAS_61 CDK6 Any amplification 165 396 -0.29 -0.88 0.24 1321.30 1.00 3528 152 383 13 TRUE 0.53
non-small cell lung cancer RAS_61 CDK6 Any amplification 144 416 -0.37 -1.16 0.35 1585.47 1.00 5901 137 409 7 TRUE 0.50
pancreatic cancer RAS_61 CDK6 Any amplification 135 94 -0.49 -1.40 0.24 1506.08 1.00 1879 131 90 4 TRUE 0.59
melanoma RAS_61 CDK6 Any amplification 336 126 -0.40 -0.89 0.06 1378.17 1.00 1133 316 106 20 TRUE 1.02
colorectal cancer RAS_61 CEBPA Any amplification 160 175 -0.36 -1.17 0.32 1636.67 1.00 3536 154 169 6 TRUE 0.46
non-small cell lung cancer RAS_61 CEBPA Any amplification 135 275 -0.64 -1.56 0.18 1402.44 1.00 5663 132 272 3 TRUE 0.87
pancreatic cancer RAS_61 CEBPA Any amplification 135 82 -0.43 -1.30 0.37 1607.93 1.00 1848 131 78 4 TRUE 0.51
colorectal cancer RAS_61 ERCC4 Any amplification 163 108 -1.03 -2.38 0.05 1494.49 1.00 3738 161 106 2 TRUE 1.03
non-small cell lung cancer RAS_61 ERCC4 Any amplification 144 220 -1.09 -2.47 0.03 1483.26 1.00 6046 142 218 2 TRUE 1.09
colorectal cancer RAS_61 EZH2 Any amplification 165 374 -0.41 -1.03 0.15 1490.06 1.00 3565 154 363 11 TRUE 0.75
non-small cell lung cancer RAS_61 EZH2 Any amplification 146 379 -0.33 -1.16 0.35 1505.54 1.00 6003 139 372 7 TRUE 0.41
pancreatic cancer RAS_61 EZH2 Any amplification 135 58 -1.06 -2.56 0.11 1407.96 1.00 1912 134 57 1 TRUE 0.96
melanoma RAS_61 EZH2 Any amplification 336 139 -0.53 -1.00 -0.07 1368.79 1.00 1122 316 119 20 TRUE 1.51
non-small cell lung cancer RAS_61 GATA2 Any amplification 94 79 -0.70 -3.44 0.73 21.70 1.09 4564 93 78 1 TRUE 0.27
colorectal cancer RAS_61 IDH1 Any amplification 165 66 -0.35 -1.78 0.80 1459.85 1.00 3865 162 63 3 TRUE 0.22
non-small cell lung cancer RAS_61 IDH1 Any amplification 146 75 -1.30 -4.75 0.35 1396.25 1.00 6300 146 75 0 TRUE 0.49
colorectal cancer RAS_61 PTPN11 Any amplification 165 59 0.26 -0.82 1.22 1278.18 1.00 3873 161 55 4 TRUE 0.21
non-small cell lung cancer RAS_61 PTPN11 Any amplification 146 68 -0.15 -1.65 1.02 1361.44 1.00 6308 145 67 1 TRUE 0.08
colorectal cancer RAS_61 RAD52 Any amplification 126 119 -0.35 -1.30 0.50 1467.17 1.00 3020 123 116 3 FALSE 0.34
non-small cell lung cancer RAS_61 RAD52 Any amplification 94 121 0.09 -0.85 0.98 1556.73 1.00 4517 90 117 4 FALSE 0.07
pancreatic cancer RAS_61 RAD52 Any amplification 118 65 -0.30 -1.31 0.57 1499.91 1.00 1646 115 62 3 FALSE 0.28
colorectal cancer RAS_61 RHEB Any amplification 133 345 -0.42 -1.08 0.17 1365.66 1.00 2896 123 335 10 FALSE 0.73
non-small cell lung cancer RAS_61 RHEB Any amplification 116 329 -0.18 -0.97 0.55 1529.20 1.00 4919 109 322 7 FALSE 0.19
pancreatic cancer RAS_61 RHEB Any amplification 129 55 -1.07 -2.54 0.13 1279.37 1.00 1755 128 54 1 FALSE 0.96
melanoma RAS_61 RHEB Any amplification 268 127 -0.54 -1.04 -0.04 1453.35 1.00 880 250 109 18 FALSE 1.45
colorectal cancer RAS_61 SOCS1 Any amplification 165 100 -0.82 -2.09 0.18 1560.57 1.00 3811 163 98 2 FALSE 0.77
non-small cell lung cancer RAS_61 SOCS1 Any amplification 144 239 -0.77 -1.94 0.18 1523.05 1.00 6066 141 236 3 FALSE 0.79
colorectal cancer RAS_61 SOX2 Any amplification 165 69 -1.46 -4.27 0.05 1489.34 1.00 3840 165 69 0 FALSE 0.73
non-small cell lung cancer RAS_61 SOX2 Any amplification 144 461 -0.78 -1.71 -0.01 1498.00 1.00 5846 139 456 5 FALSE 1.11
pancreatic cancer RAS_61 SOX2 Any amplification 135 58 0.41 -0.51 1.26 1461.59 1.00 1912 128 51 7 FALSE 0.44
colorectal cancer RAS_61 ETV5 Any amplification 81 64 -0.99 -2.87 0.38 1555.43 1.00 1693 80 63 1 TRUE 0.65
non-small cell lung cancer RAS_61 ETV5 Any amplification 66 329 -1.06 -2.14 -0.09 1285.03 1.00 2320 63 326 3 TRUE 1.29
melanoma RAS_61 ETV5 Any amplification 148 71 0.62 0.08 1.13 1257.67 1.00 451 123 46 25 TRUE 1.70
colorectal cancer RAS_61 PRKDC Any amplification 81 446 -0.36 -0.95 0.16 1430.63 1.00 1325 66 431 15 FALSE 0.68
non-small cell lung cancer RAS_61 PRKDC Any amplification 66 373 0.15 -0.56 0.77 1563.98 1.00 2284 55 362 11 FALSE 0.19
melanoma RAS_61 PRKDC Any amplification 148 100 0.00 -0.52 0.50 1528.98 1.00 422 125 77 23 FALSE 0.01
colorectal cancer RAS_61 PRKCI Any amplification 125 85 -0.52 -1.76 0.49 1346.23 1.00 2694 123 83 2 FALSE 0.43
non-small cell lung cancer RAS_61 PRKCI Any amplification 108 440 -0.54 -1.32 0.15 1532.11 1.00 4034 102 434 6 FALSE 0.79
pancreatic cancer RAS_61 PRKCI Any amplification 92 72 0.39 -0.43 1.15 1480.92 1.00 1322 84 64 8 FALSE 0.49
colorectal cancer RAS_61 CBLB Any amplification 64 52 -1.06 -2.93 0.29 1391.74 1.00 1383 63 51 1 FALSE 0.73
non-small cell lung cancer RAS_61 CBLB Any amplification 64 174 -1.07 -2.60 0.10 1255.47 1.00 2259 62 172 2 FALSE 0.95
colorectal cancer RAS_61 CRTC1 Any amplification 64 64 -0.86 -2.74 0.50 1518.96 1.00 1372 62 62 2 FALSE 0.52
non-small cell lung cancer RAS_61 CRTC1 Any amplification 64 51 -1.67 -5.64 0.39 1456.37 1.00 2380 64 51 0 FALSE 0.56
colorectal cancer RAS_61 CUX1 Any amplification 64 373 -0.61 -1.30 0.01 1410.23 1.00 1071 54 363 10 FALSE 1.19
non-small cell lung cancer RAS_61 CUX1 Any amplification 64 378 -0.22 -0.99 0.45 1286.37 1.00 2062 55 369 9 FALSE 0.26
melanoma RAS_61 CUX1 Any amplification 105 103 -0.59 -1.20 -0.06 1474.79 1.00 241 88 86 17 FALSE 1.38
colorectal cancer RAS_61 DDB2 Any amplification 64 52 -1.11 -3.07 0.27 1220.36 1.00 1383 63 51 1 TRUE 0.72
non-small cell lung cancer RAS_61 DDB2 Any amplification 64 86 -1.11 -3.24 0.37 1349.39 1.00 2346 63 85 1 TRUE 0.68
non-small cell lung cancer RAS_61 EXT2 Any amplification 64 85 -1.22 -4.28 0.56 1028.53 1.00 2347 63 84 1 TRUE 0.51
colorectal cancer RAS_61 LMO2 Any amplification 64 52 -0.84 -2.76 0.53 1216.66 1.00 1384 62 50 2 FALSE 0.49
non-small cell lung cancer RAS_61 LMO2 Any amplification 64 78 -1.56 -4.71 0.16 1288.26 1.00 2353 64 78 0 FALSE 0.62
colorectal cancer RAS_61 MECOM Any amplification 70 74 -0.78 -2.24 0.40 1114.73 1.00 1466 68 72 2 FALSE 0.60
non-small cell lung cancer RAS_61 MECOM Any amplification 64 421 -0.91 -1.93 -0.12 1481.65 1.00 2096 59 416 5 FALSE 1.32
colorectal cancer RAS_61 MYBL1 Any amplification 64 469 -0.42 -1.00 0.12 1542.44 1.00 980 49 454 15 FALSE 0.82
non-small cell lung cancer RAS_61 MYBL1 Any amplification 64 406 0.46 -0.16 1.02 1549.60 1.00 2041 48 390 16 FALSE 0.89
melanoma RAS_61 MYBL1 Any amplification 105 126 -0.26 -0.77 0.20 1381.92 1.00 227 79 100 26 FALSE 0.53
colorectal cancer RAS_61 NFKBIZ Any amplification 64 80 -0.87 -2.21 0.20 1302.55 1.00 1356 62 78 2 FALSE 0.80
non-small cell lung cancer RAS_61 NFKBIZ Any amplification 64 198 -1.04 -2.35 0.02 1458.43 1.00 2235 62 196 2 FALSE 1.02
colorectal cancer RAS_61 SBDS Any amplification 64 370 -0.44 -1.06 0.14 1372.87 1.00 1076 52 358 12 TRUE 0.81
non-small cell lung cancer RAS_61 SBDS Any amplification 64 346 -0.76 -1.69 0.09 1247.46 1.00 2090 59 341 5 TRUE 1.03
melanoma RAS_61 SBDS Any amplification 105 95 -0.95 -1.64 -0.38 1523.71 1.00 244 93 83 12 TRUE 2.51
colorectal cancer RAS_61 STAT6 Any amplification 64 68 0.60 -0.22 1.35 1215.78 1.00 1372 58 62 6 FALSE 0.87
non-small cell lung cancer RAS_61 STAT6 Any amplification 64 124 0.37 -0.54 1.13 1472.48 1.00 2311 60 120 4 FALSE 0.40
colorectal cancer RAS_61 CDKN1A Any amplification 163 81 -0.02 -1.19 0.92 1527.88 1.00 3767 159 77 4 FALSE 0.02
non-small cell lung cancer RAS_61 CDKN1A Any amplification 144 156 -2.03 -5.04 -0.29 1343.55 1.00 6108 144 156 0 FALSE 0.96
melanoma RAS_61 CDKN1A Any amplification 330 144 0.32 -0.09 0.69 1538.49 1.00 1095 291 105 39 FALSE 0.96
non-small cell lung cancer RAS_12C ABL1 Any amplification 309 54 -5.40 -14.34 -0.78 458.46 1.01 6150 309 54 0 TRUE 0.81
non-small cell lung cancer RAS_12C AKT1 Any amplification 309 177 -1.68 -3.49 -0.43 1328.48 1.00 6037 307 175 2 TRUE 1.48
non-small cell lung cancer RAS_12C AXL Any amplification 308 165 -0.58 -1.61 0.26 1463.83 1.00 5986 303 160 5 FALSE 0.67
non-small cell lung cancer RAS_12C BLM Any amplification 308 97 -1.09 -2.80 0.19 1450.18 1.00 6043 306 95 2 TRUE 0.82
non-small cell lung cancer RAS_12C CBL Any amplification 308 118 -0.80 -2.25 0.26 720.10 1.01 6031 305 115 3 TRUE 0.68
non-small cell lung cancer RAS_12C CD274 Any amplification 308 125 -0.87 -2.27 0.28 1335.80 1.00 5978 305 122 3 FALSE 0.72
non-small cell lung cancer RAS_12C CDKN1B Any amplification 308 196 0.24 -0.44 0.80 1266.28 1.00 5962 296 184 12 TRUE 0.35
non-small cell lung cancer RAS_12C CHEK2 Any amplification 308 98 -1.13 -2.80 0.13 1590.24 1.00 6050 306 96 2 TRUE 0.89
non-small cell lung cancer RAS_12C CRKL Any amplification 308 192 -0.73 -1.75 0.15 1554.44 1.00 5951 303 187 5 FALSE 0.86
non-small cell lung cancer RAS_12C CSF3R Any amplification 269 80 -6.22 -17.16 -1.13 1206.53 1.00 5000 269 80 0 FALSE 0.74
non-small cell lung cancer RAS_12C ERCC2 Any amplification 308 171 -0.42 -1.34 0.37 1468.39 1.00 5981 302 165 6 TRUE 0.48
non-small cell lung cancer RAS_12C ERG Any amplification 289 104 -0.75 -2.16 0.32 900.54 1.00 5552 286 101 3 FALSE 0.62
non-small cell lung cancer RAS_12C ETV6 Any amplification 308 187 0.18 -0.50 0.77 1254.04 1.00 5962 297 176 11 FALSE 0.24
non-small cell lung cancer RAS_12C FAM46C Any amplification 308 62 -1.57 -4.39 0.28 1381.86 1.00 6077 307 61 1 FALSE 0.74
non-small cell lung cancer RAS_12C FGFR1 Any amplification 309 302 -0.59 -1.28 0.06 685.29 1.01 5919 300 293 9 TRUE 1.07
non-small cell lung cancer RAS_12C FGFR3 Any amplification 309 112 -0.79 -2.18 0.28 1103.98 1.00 6103 306 109 3 TRUE 0.67
non-small cell lung cancer RAS_12C FGFR4 Any amplification 308 192 -0.53 -1.44 0.30 955.43 1.00 5960 302 186 6 TRUE 0.63
non-small cell lung cancer RAS_12C FLCN Any amplification 308 53 -0.50 -2.32 0.80 1322.69 1.00 6049 306 51 2 TRUE 0.29
non-small cell lung cancer RAS_12C ID3 Any amplification 288 61 -1.61 -4.31 0.19 1329.82 1.00 5505 287 60 1 FALSE 0.76
non-small cell lung cancer RAS_12C IDH2 Any amplification 309 96 -1.11 -2.76 0.21 1432.06 1.00 6118 307 94 2 TRUE 0.85
non-small cell lung cancer RAS_12C KRAS Any amplification 309 334 0.50 0.06 0.92 957.98 1.00 5903 284 309 25 TRUE 1.60
non-small cell lung cancer RAS_12C MAP2K1 Any amplification 308 68 -1.67 -4.27 0.13 1066.47 1.00 6079 307 67 1 TRUE 0.83
non-small cell lung cancer RAS_12C MAPK1 Any amplification 301 140 -1.03 -2.35 -0.01 1348.80 1.00 5799 298 137 3 FALSE 0.99
non-small cell lung cancer RAS_12C MEF2B Any amplification 308 58 -0.08 -1.62 0.98 1445.03 1.00 6083 305 55 3 FALSE 0.05
non-small cell lung cancer RAS_12C MEN1 Any amplification 308 79 -0.38 -1.70 0.72 1382.67 1.00 6062 305 76 3 TRUE 0.27
non-small cell lung cancer RAS_12C MPL Any amplification 309 84 -6.10 -16.47 -1.29 1112.73 1.00 6120 309 84 0 TRUE 0.91
non-small cell lung cancer RAS_12C MUTYH Any amplification 308 68 -5.84 -15.69 -0.94 1337.61 1.00 6070 308 68 0 TRUE 0.89
non-small cell lung cancer RAS_12C NF2 Any amplification 308 93 -1.97 -4.93 -0.28 1146.65 1.00 6054 307 92 1 TRUE 1.05
non-small cell lung cancer RAS_12C NPM1 Any amplification 309 207 -0.45 -1.31 0.22 1567.85 1.00 6004 302 200 7 FALSE 0.58
non-small cell lung cancer RAS_12C PHOX2B Any amplification 301 97 -0.31 -1.49 0.70 1403.23 1.00 5835 297 93 4 TRUE 0.23
non-small cell lung cancer RAS_12C PRDM1 Any amplification 308 69 -6.04 -15.80 -1.05 741.88 1.00 6069 308 69 0 FALSE 0.75
non-small cell lung cancer RAS_12C RUNX1 Any amplification 308 134 -0.14 -1.06 0.65 903.02 1.00 6010 302 128 6 TRUE 0.12
non-small cell lung cancer RAS_12C SDHAF2 Any amplification 301 84 -0.15 -1.29 0.86 1145.49 1.00 5848 297 80 4 TRUE 0.10
non-small cell lung cancer RAS_12C SDHB Any amplification 308 65 -1.68 -4.67 0.19 1243.39 1.00 6036 307 64 1 FALSE 0.76
non-small cell lung cancer RAS_12C SDHD Any amplification 308 102 -0.72 -2.06 0.40 1215.84 1.00 6001 305 99 3 FALSE 0.60
non-small cell lung cancer RAS_12C SH2B3 Any amplification 295 56 0.27 -0.98 1.27 1420.61 1.00 5723 291 52 4 FALSE 0.21
non-small cell lung cancer RAS_12C SMARCB1 Any amplification 309 117 -0.47 -1.66 0.47 1446.04 1.00 6099 305 113 4 TRUE 0.41
non-small cell lung cancer RAS_12C TMPRSS2 Any amplification 289 86 -1.03 -2.99 0.23 1125.67 1.00 5569 287 84 2 FALSE 0.71
non-small cell lung cancer RAS_12C YAP1 Any amplification 226 88 -0.25 -1.37 0.68 988.20 1.00 4201 222 84 4 FALSE 0.19
non-small cell lung cancer RAS_12C EWSR1 Any amplification 127 92 -2.22 -4.44 -0.28 85.23 1.05 2494 126 91 1 TRUE 1.47
non-small cell lung cancer RAS_12C KAT6A Any amplification 52 99 -0.43 -1.60 0.56 1276.01 1.00 847 48 95 4 FALSE 0.36
non-small cell lung cancer RAS_12C MYCL Any amplification 308 130 -6.30 -15.64 -1.59 930.78 1.00 6016 308 130 0 FALSE 0.99
non-small cell lung cancer RAS_12C GATA4 Any amplification 127 67 0.40 -0.70 1.26 1063.33 1.00 2485 122 62 5 FALSE 0.36
non-small cell lung cancer RAS_12C GATA6 Any amplification 127 63 -5.85 -15.56 -0.94 1034.95 1.00 2484 127 63 0 FALSE 0.87
non-small cell lung cancer RAS_12C PDCD1LG2 Any amplification 219 115 -0.77 -2.23 0.23 1469.88 1.00 4245 216 112 3 FALSE 0.67
non-small cell lung cancer RAS_12C BCL2L12 Any amplification 120 119 -0.86 -2.25 0.21 1498.86 1.00 2259 117 116 3 FALSE 0.75
non-small cell lung cancer RAS_12C CIITA Any amplification 120 213 -0.67 -1.57 0.11 1161.06 1.00 2168 114 207 6 FALSE 0.89
non-small cell lung cancer RAS_12C PRAME Any amplification 75 78 -0.32 -1.66 0.81 1266.22 1.00 1568 72 75 3 FALSE 0.21
non-small cell lung cancer RAS_12C PRF1 Any amplification 120 82 -0.11 -1.32 0.83 457.02 1.01 2297 116 78 4 FALSE 0.07
non-small cell lung cancer RAS_12C WRN Any amplification 120 68 0.38 -0.65 1.29 1448.21 1.00 2312 115 63 5 TRUE 0.36
non-small cell lung cancer RAS_12C MRE11A Any amplification 233 55 -0.55 -2.38 0.75 1382.85 1.00 4450 231 53 2 FALSE 0.31
non-small cell lung cancer RAS_12C WHSC1L1 Any amplification 141 108 -0.81 -2.26 0.25 1453.93 1.00 2514 138 105 3 FALSE 0.68
non-small cell lung cancer RAS_12C CDH1 Any amplification 309 109 -1.24 -3.06 0.05 877.90 1.00 6097 307 107 2 TRUE 0.91
non-small cell lung cancer RAS_12C HRAS Any amplification 309 77 -0.87 -2.58 0.42 961.97 1.00 6137 307 75 2 TRUE 0.58
non-small cell lung cancer RAS_12C LMO1 Any amplification 308 67 -0.74 -2.50 0.61 614.36 1.00 6073 306 65 2 FALSE 0.44
non-small cell lung cancer RAS_12C PAX5 Any amplification 308 93 -0.24 -1.44 0.72 1143.74 1.00 6049 304 89 4 TRUE 0.18
non-small cell lung cancer RAS_12C TNFAIP3 Any amplification 308 56 -5.65 -14.96 -0.78 960.54 1.00 6082 308 56 0 TRUE 0.72
non-small cell lung cancer RAS_12C CDKN1C Any amplification 120 73 -0.84 -2.60 0.47 1170.02 1.00 2304 118 71 2 FALSE 0.55
non-small cell lung cancer RAS_12C MYB Any amplification 127 52 -5.69 -14.27 -0.73 1154.91 1.00 2495 127 52 0 FALSE 0.88
non-small cell lung cancer RAS_12C FANCF Any amplification 127 57 -1.44 -4.15 0.35 1290.86 1.00 2529 126 56 1 TRUE 0.65
non-small cell lung cancer RAS_12C FANCG Any amplification 127 88 -0.50 -1.89 0.55 1349.31 1.00 2500 124 85 3 TRUE 0.38
non-small cell lung cancer RAS_12C CYLD Any amplification 219 108 -0.41 -1.59 0.54 1299.12 1.00 4253 215 104 4 FALSE 0.34
non-small cell lung cancer RAS_12C AKT2 Any amplification 308 248 -0.86 -1.77 -0.05 115.41 1.03 5904 302 242 6 TRUE 1.17
non-small cell lung cancer RAS_12C BCL6 Any amplification 308 358 -1.37 -2.42 -0.52 672.93 1.00 5785 303 353 5 FALSE 2.41
non-small cell lung cancer RAS_12C CCND2 Any amplification 308 170 0.28 -0.44 0.90 1463.21 1.00 5987 297 159 11 FALSE 0.39
non-small cell lung cancer RAS_12C CCNE1 Any amplification 308 330 -1.13 -2.09 -0.36 1281.16 1.00 5822 302 324 6 TRUE 2.01
non-small cell lung cancer RAS_12C CDK6 Any amplification 308 416 -0.50 -1.09 0.01 1053.99 1.00 5743 295 403 13 TRUE 1.13
non-small cell lung cancer RAS_12C CEBPA Any amplification 295 275 -0.92 -1.90 -0.11 467.81 1.01 5506 289 269 6 TRUE 1.39
non-small cell lung cancer RAS_12C ERBB3 Any amplification 308 121 0.44 -0.28 1.09 1378.95 1.00 6034 299 112 9 TRUE 0.71
non-small cell lung cancer RAS_12C ERCC4 Any amplification 308 220 -0.56 -1.71 0.13 166.41 1.02 5887 301 213 7 TRUE 0.70
non-small cell lung cancer RAS_12C EZH2 Any amplification 309 379 -0.31 -0.90 0.21 1476.41 1.00 5847 295 365 14 TRUE 0.55
non-small cell lung cancer RAS_12C GATA2 Any amplification 233 79 -0.96 -2.80 0.36 1451.87 1.00 4426 231 77 2 TRUE 0.66
non-small cell lung cancer RAS_12C HNF1A Any amplification 309 62 0.89 0.06 1.62 1013.61 1.00 6119 302 55 7 TRUE 1.61
non-small cell lung cancer RAS_12C IDH1 Any amplification 309 75 -0.85 -2.60 0.41 1350.17 1.00 6139 307 73 2 TRUE 0.57
non-small cell lung cancer RAS_12C PTPN11 Any amplification 309 68 0.57 -0.37 1.39 1464.64 1.00 6150 303 62 6 TRUE 0.75
non-small cell lung cancer RAS_12C RAD52 Any amplification 233 121 0.28 -0.50 0.94 554.92 1.01 4382 225 113 8 FALSE 0.36
non-small cell lung cancer RAS_12C RHEB Any amplification 269 329 -0.59 -1.27 0.05 1550.64 1.00 4769 259 319 10 FALSE 1.13
non-small cell lung cancer RAS_12C SOCS1 Any amplification 308 239 -0.77 -1.75 -0.01 1381.46 1.00 5905 302 233 6 FALSE 1.09
non-small cell lung cancer RAS_12C SOX2 Any amplification 308 461 -1.67 -2.63 -0.86 1208.76 1.00 5682 303 456 5 FALSE 3.63
non-small cell lung cancer RAS_12C ETV5 Any amplification 127 329 -1.58 -2.73 -0.68 1397.14 1.00 2260 123 325 4 TRUE 2.59
non-small cell lung cancer RAS_12C PRKDC Any amplification 127 373 0.00 -0.54 0.49 854.92 1.00 2230 109 355 18 FALSE 0.00
non-small cell lung cancer RAS_12C PRKCI Any amplification 219 440 -1.11 -1.90 -0.44 1105.20 1.00 3925 211 432 8 FALSE 2.50
non-small cell lung cancer RAS_12C CBLB Any amplification 120 174 -1.28 -2.75 -0.22 1338.74 1.00 2204 117 171 3 FALSE 1.36
non-small cell lung cancer RAS_12C CDK1 Any amplification 75 53 -1.38 -4.19 0.48 1306.60 1.00 1591 74 52 1 FALSE 0.59
non-small cell lung cancer RAS_12C CRTC1 Any amplification 120 51 0.12 -1.35 1.19 273.24 1.01 2327 117 48 3 FALSE 0.07
non-small cell lung cancer RAS_12C CUX1 Any amplification 120 378 -0.53 -1.17 0.06 1292.58 1.00 2009 108 366 12 FALSE 1.08
non-small cell lung cancer RAS_12C DDB2 Any amplification 120 86 -0.54 -1.96 0.56 1462.84 1.00 2292 117 83 3 TRUE 0.39
non-small cell lung cancer RAS_12C EXT2 Any amplification 120 85 -1.00 -2.80 0.29 910.78 1.01 2292 118 83 2 TRUE 0.66
non-small cell lung cancer RAS_12C LMO2 Any amplification 120 78 -1.82 -4.48 -0.07 1329.46 1.00 2298 119 77 1 FALSE 0.93
non-small cell lung cancer RAS_12C LMO3 Any amplification 75 132 0.69 -0.05 1.29 27.16 1.13 1521 65 122 10 FALSE 1.13
non-small cell lung cancer RAS_12C MECOM Any amplification 124 421 -1.16 -1.97 -0.46 1317.22 1.00 2039 116 413 8 FALSE 2.63
non-small cell lung cancer RAS_12C MYBL1 Any amplification 120 406 0.07 -0.42 0.53 912.37 1.00 1990 99 385 21 FALSE 0.11
non-small cell lung cancer RAS_12C NFKBIZ Any amplification 120 198 -1.40 -2.86 -0.36 1481.00 1.00 2180 117 195 3 FALSE 1.62
non-small cell lung cancer RAS_12C RBL2 Any amplification 75 55 -0.42 -2.16 0.93 1105.02 1.00 1590 73 53 2 FALSE 0.22
non-small cell lung cancer RAS_12C RHPN2 Any amplification 75 146 -0.96 -2.32 0.11 1036.36 1.00 1500 72 143 3 FALSE 0.93
non-small cell lung cancer RAS_12C SBDS Any amplification 120 346 -0.32 -0.95 0.27 1335.17 1.00 2042 107 333 13 TRUE 0.52
non-small cell lung cancer RAS_12C STAG1 Any amplification 75 177 -1.21 -2.50 -0.17 739.06 1.01 1469 72 174 3 FALSE 1.38
non-small cell lung cancer RAS_12C STAT6 Any amplification 120 124 -0.05 -0.99 0.72 1199.50 1.00 2257 114 118 6 FALSE 0.04
non-small cell lung cancer RAS_12C KCNIP1 Any amplification 56 88 -0.12 -1.31 0.83 1482.37 1.00 1074 52 84 4 FALSE 0.08
non-small cell lung cancer RAS_12C SQSTM1 Any amplification 56 95 -0.21 -1.39 0.74 1222.82 1.00 1067 52 91 4 FALSE 0.16
non-small cell lung cancer KRAS_61 ABL1 Any amplification 104 54 1.50 0.36 2.46 1563.75 1.00 6359 100 50 4 TRUE 2.25
non-small cell lung cancer KRAS_61 AKT1 Any amplification 104 177 -5.97 -15.68 -0.93 1559.38 1.00 6240 104 177 0 TRUE 0.89
non-small cell lung cancer KRAS_61 AXL Any amplification 103 165 -2.16 -6.85 0.06 1487.77 1.00 6186 103 165 0 FALSE 0.60
pancreatic cancer KRAS_61 AXL Any amplification 125 65 0.02 -1.12 0.94 1560.60 1.00 1919 120 60 5 FALSE 0.01
non-small cell lung cancer KRAS_61 BLM Any amplification 103 97 -0.92 -3.64 0.86 1317.58 1.00 6247 102 96 1 TRUE 0.36
non-small cell lung cancer KRAS_61 CBL Any amplification 103 118 -1.12 -4.02 0.58 1349.46 1.00 6234 102 117 1 TRUE 0.47
non-small cell lung cancer KRAS_61 CD274 Any amplification 103 125 0.22 -1.25 1.30 863.49 1.00 6183 100 122 3 FALSE 0.14
non-small cell lung cancer KRAS_61 CDKN1B Any amplification 103 196 0.06 -1.00 0.97 1473.81 1.00 6159 99 192 4 TRUE 0.04
pancreatic cancer KRAS_61 CDKN1B Any amplification 125 91 -0.33 -1.36 0.51 1405.52 1.00 1892 121 87 4 TRUE 0.31
non-small cell lung cancer KRAS_61 CHEK2 Any amplification 103 98 -5.76 -16.41 -0.18 376.69 1.01 6253 103 98 0 TRUE 0.36
non-small cell lung cancer KRAS_61 CRKL Any amplification 103 192 0.17 -0.96 1.12 1455.99 1.00 6155 99 188 4 FALSE 0.13
non-small cell lung cancer KRAS_61 CSF3R Any amplification 84 80 -5.18 -14.44 -0.33 1167.04 1.00 5185 84 80 0 FALSE 0.72
non-small cell lung cancer KRAS_61 ERCC2 Any amplification 103 171 -0.91 -2.79 0.41 1459.52 1.00 6181 102 170 1 TRUE 0.58
pancreatic cancer KRAS_61 ERCC2 Any amplification 125 77 -0.11 -1.19 0.81 1731.06 1.00 1906 120 72 5 TRUE 0.08
non-small cell lung cancer KRAS_61 ERG Any amplification 92 104 -0.94 -3.61 0.82 1502.23 1.00 5747 91 103 1 FALSE 0.38
non-small cell lung cancer KRAS_61 ETV6 Any amplification 103 187 0.39 -0.52 1.20 1366.80 1.00 6161 98 182 5 FALSE 0.42
pancreatic cancer KRAS_61 ETV6 Any amplification 125 90 0.12 -0.74 0.89 1574.70 1.00 1889 119 84 6 FALSE 0.11
non-small cell lung cancer KRAS_61 FAM46C Any amplification 103 62 -0.44 -3.28 1.29 1467.99 1.00 6282 102 61 1 FALSE 0.15
non-small cell lung cancer KRAS_61 FGFR1 Any amplification 104 302 -0.39 -1.53 0.55 1476.99 1.00 6119 100 298 4 TRUE 0.34
pancreatic cancer KRAS_61 FGFR1 Any amplification 125 60 -0.67 -2.08 0.42 1664.68 1.00 1921 123 58 2 TRUE 0.52
non-small cell lung cancer KRAS_61 FGFR3 Any amplification 104 112 -0.23 -1.85 0.98 1570.24 1.00 6307 102 110 2 TRUE 0.13
pancreatic cancer KRAS_61 FGFR3 Any amplification 125 58 -0.58 -2.06 0.56 1430.14 1.01 1923 123 56 2 TRUE 0.42
non-small cell lung cancer KRAS_61 FGFR4 Any amplification 103 192 -0.35 -1.65 0.75 1456.34 1.00 6162 100 189 3 TRUE 0.24
pancreatic cancer KRAS_61 FGFR4 Any amplification 125 54 -1.10 -3.09 0.29 1585.18 1.00 1926 124 53 1 TRUE 0.70
non-small cell lung cancer KRAS_61 FLCN Any amplification 103 53 -5.07 -15.12 0.42 1087.35 1.00 6252 103 53 0 TRUE 0.56
non-small cell lung cancer KRAS_61 ID3 Any amplification 95 61 -0.49 -3.27 1.31 1407.13 1.00 5698 94 60 1 FALSE 0.17
non-small cell lung cancer KRAS_61 IDH2 Any amplification 104 96 -0.95 -4.01 0.86 1132.58 1.00 6322 103 95 1 TRUE 0.36
non-small cell lung cancer KRAS_61 KRAS Any amplification 104 334 0.59 -0.08 1.22 1520.11 1.00 6093 94 324 10 TRUE 1.13
pancreatic cancer KRAS_61 KRAS Any amplification 125 135 0.02 -0.78 0.71 1488.60 1.00 1852 117 127 8 TRUE 0.02
non-small cell lung cancer KRAS_61 MAP2K1 Any amplification 103 68 -0.61 -3.43 1.13 1298.01 1.00 6284 102 67 1 TRUE 0.22
non-small cell lung cancer KRAS_61 MAPK1 Any amplification 101 140 -1.31 -4.05 0.45 1333.21 1.00 5997 100 139 1 FALSE 0.59
non-small cell lung cancer KRAS_61 MEF2B Any amplification 103 58 -4.99 -15.28 0.19 822.47 1.00 6285 103 58 0 FALSE 0.48
non-small cell lung cancer KRAS_61 MPL Any amplification 104 84 -0.83 -3.70 1.06 1110.83 1.00 6326 103 83 1 TRUE 0.31
non-small cell lung cancer KRAS_61 MUTYH Any amplification 103 68 -4.97 -15.30 0.14 1456.81 1.00 6275 103 68 0 TRUE 0.60
non-small cell lung cancer KRAS_61 NF2 Any amplification 103 93 -5.36 -14.78 -0.26 1265.65 1.00 6258 103 93 0 TRUE 0.58
non-small cell lung cancer KRAS_61 NPM1 Any amplification 104 207 -0.08 -1.31 0.90 1586.66 1.00 6206 100 203 4 FALSE 0.05
pancreatic cancer KRAS_61 NPM1 Any amplification 125 51 -0.99 -2.81 0.40 1557.07 1.00 1923 124 50 1 FALSE 0.63
non-small cell lung cancer KRAS_61 PHOX2B Any amplification 101 97 -0.97 -3.81 0.81 1392.28 1.00 6032 100 96 1 TRUE 0.38
non-small cell lung cancer KRAS_61 PRDM1 Any amplification 103 69 -5.06 -15.91 0.14 1337.57 1.00 6274 103 69 0 FALSE 0.60
non-small cell lung cancer KRAS_61 RUNX1 Any amplification 103 134 -0.32 -2.02 0.96 1230.27 1.00 6211 101 132 2 TRUE 0.17
non-small cell lung cancer KRAS_61 SDHAF2 Any amplification 101 84 -0.79 -3.39 1.01 1256.77 1.00 6045 100 83 1 TRUE 0.31
non-small cell lung cancer KRAS_61 SDHB Any amplification 103 65 -0.51 -3.21 1.35 1188.84 1.00 6241 102 64 1 FALSE 0.17
non-small cell lung cancer KRAS_61 SDHD Any amplification 103 102 -0.98 -3.66 0.79 1443.07 1.00 6204 102 101 1 FALSE 0.41
non-small cell lung cancer KRAS_61 SH2B3 Any amplification 97 56 -0.39 -3.14 1.48 1437.72 1.00 5918 96 55 1 FALSE 0.13
non-small cell lung cancer KRAS_61 SMARCB1 Any amplification 104 117 -5.32 -15.10 -0.43 1366.66 1.00 6300 104 117 0 TRUE 0.64
non-small cell lung cancer KRAS_61 TMPRSS2 Any amplification 92 86 0.16 -1.59 1.44 873.25 1.00 5766 90 84 2 FALSE 0.07
non-small cell lung cancer KRAS_61 YAP1 Any amplification 67 88 -5.17 -15.06 -0.23 1114.66 1.00 4356 67 88 0 FALSE 0.70
non-small cell lung cancer KRAS_61 MYCL Any amplification 103 130 -1.19 -3.93 0.56 1035.32 1.00 6222 102 129 1 FALSE 0.51
non-small cell lung cancer KRAS_61 PDCD1LG2 Any amplification 80 115 0.25 -1.18 1.34 1469.41 1.00 4384 77 112 3 FALSE 0.16
non-small cell lung cancer KRAS_61 MRE11A Any amplification 69 55 -5.02 -15.05 0.53 957.99 1.00 4612 69 55 0 FALSE 0.62
non-small cell lung cancer KRAS_61 CDH1 Any amplification 104 109 -5.31 -13.79 -0.42 1443.92 1.00 6300 104 109 0 TRUE 0.77
non-small cell lung cancer KRAS_61 HRAS Any amplification 104 77 -5.29 -16.79 -0.10 1286.90 1.00 6340 104 77 0 TRUE 0.62
non-small cell lung cancer KRAS_61 LMO1 Any amplification 103 67 -5.30 -15.50 0.03 1099.11 1.00 6276 103 67 0 FALSE 0.58
non-small cell lung cancer KRAS_61 PAX5 Any amplification 103 93 0.03 -1.79 1.35 1435.22 1.00 6252 101 91 2 TRUE 0.01
non-small cell lung cancer KRAS_61 TNFAIP3 Any amplification 103 56 -5.18 -14.64 0.23 959.98 1.00 6287 103 56 0 TRUE 0.62
non-small cell lung cancer KRAS_61 CYLD Any amplification 80 108 -5.94 -16.53 -0.56 1135.28 1.00 4388 80 108 0 FALSE 0.69
non-small cell lung cancer KRAS_61 AKT2 Any amplification 103 248 -0.66 -2.22 0.40 1453.05 1.00 6105 101 246 2 TRUE 0.53
pancreatic cancer KRAS_61 AKT2 Any amplification 125 120 0.01 -0.77 0.69 1310.48 1.00 1867 117 112 8 TRUE 0.01
non-small cell lung cancer KRAS_61 BCL6 Any amplification 103 358 -1.56 -3.85 -0.17 1447.66 1.00 5986 102 357 1 FALSE 1.03
pancreatic cancer KRAS_61 BCL6 Any amplification 125 52 0.52 -0.53 1.43 1333.85 1.00 1927 119 46 6 FALSE 0.53
non-small cell lung cancer KRAS_61 CCND2 Any amplification 103 170 0.25 -0.82 1.18 1583.49 1.00 6185 99 166 4 FALSE 0.21
pancreatic cancer KRAS_61 CCND2 Any amplification 125 90 0.10 -0.80 0.83 1353.33 1.00 1895 119 84 6 FALSE 0.09
non-small cell lung cancer KRAS_61 CCNE1 Any amplification 103 330 -1.03 -2.38 0.04 1422.45 1.00 6023 101 328 2 TRUE 1.00
pancreatic cancer KRAS_61 CCNE1 Any amplification 125 93 -0.56 -1.69 0.37 1489.63 1.00 1890 121 89 4 TRUE 0.53
non-small cell lung cancer KRAS_61 CDK6 Any amplification 103 416 -0.89 -2.01 0.07 1478.37 1.00 5938 100 413 3 TRUE 1.00
pancreatic cancer KRAS_61 CDK6 Any amplification 125 94 -0.54 -1.60 0.39 1534.42 1.00 1889 121 90 4 TRUE 0.52
non-small cell lung cancer KRAS_61 CEBPA Any amplification 97 275 -0.52 -1.74 0.49 1583.70 1.00 5701 94 272 3 TRUE 0.45
pancreatic cancer KRAS_61 CEBPA Any amplification 125 82 -0.37 -1.46 0.52 1591.52 1.00 1858 121 78 4 TRUE 0.32
non-small cell lung cancer KRAS_61 ERBB3 Any amplification 103 121 -0.85 -2.94 0.54 1259.73 1.00 6231 102 120 1 TRUE 0.49
pancreatic cancer KRAS_61 ERBB3 Any amplification 125 70 -0.52 -1.75 0.55 1238.12 1.00 1912 122 67 3 TRUE 0.43
non-small cell lung cancer KRAS_61 ERCC4 Any amplification 103 220 -0.88 -2.54 0.50 940.76 1.00 6087 101 218 2 TRUE 0.58
non-small cell lung cancer KRAS_61 EZH2 Any amplification 104 379 -0.99 -2.37 0.05 1357.06 1.00 6041 101 376 3 TRUE 0.98
pancreatic cancer KRAS_61 EZH2 Any amplification 125 58 -1.38 -3.49 0.04 1357.59 1.00 1922 124 57 1 TRUE 0.92
non-small cell lung cancer KRAS_61 GATA2 Any amplification 69 79 -5.31 -14.98 0.00 1213.39 1.00 4588 69 79 0 TRUE 0.66
non-small cell lung cancer KRAS_61 HNF1A Any amplification 104 62 -0.46 -3.19 1.39 1371.63 1.00 6318 103 61 1 TRUE 0.15
non-small cell lung cancer KRAS_61 IDH1 Any amplification 104 75 -5.32 -14.84 0.00 1423.36 1.00 6342 104 75 0 TRUE 0.67
non-small cell lung cancer KRAS_61 PTPN11 Any amplification 104 68 -0.64 -3.53 1.25 410.86 1.01 6350 103 67 1 TRUE 0.22
non-small cell lung cancer KRAS_61 RAD52 Any amplification 69 121 0.25 -0.96 1.34 1467.87 1.00 4541 66 118 3 FALSE 0.17
pancreatic cancer KRAS_61 RAD52 Any amplification 108 65 -0.28 -1.54 0.69 1445.42 1.00 1656 105 62 3 FALSE 0.21
non-small cell lung cancer KRAS_61 RHEB Any amplification 84 329 -0.82 -2.06 0.22 1388.41 1.00 4947 81 326 3 FALSE 0.78
pancreatic cancer KRAS_61 RHEB Any amplification 119 55 -1.33 -3.40 0.12 1544.23 1.00 1765 118 54 1 FALSE 0.90
non-small cell lung cancer KRAS_61 SOCS1 Any amplification 103 239 -0.25 -1.85 0.60 5.59 1.19 6107 100 236 3 FALSE 0.15
non-small cell lung cancer KRAS_61 SOX2 Any amplification 103 461 -1.23 -2.73 -0.10 1416.10 1.00 5884 101 459 2 FALSE 1.16
pancreatic cancer KRAS_61 SOX2 Any amplification 125 58 0.62 -0.29 1.41 1466.10 1.00 1922 118 51 7 FALSE 0.80
non-small cell lung cancer KRAS_61 PRKCI Any amplification 80 440 -1.24 -2.69 -0.16 1454.33 1.00 4058 78 438 2 FALSE 1.21
pancreatic cancer KRAS_61 PRKCI Any amplification 85 72 0.60 -0.22 1.34 1390.88 1.00 1329 77 64 8 FALSE 0.84
non-small cell lung cancer KRAS_61 CDKN1A Any amplification 103 156 -5.64 -16.27 -0.74 1384.23 1.00 6149 103 156 0 FALSE 0.72
melanoma NRAS_61 NF2 Any amplification 324 54 0.20 -0.44 0.80 1135.78 1.00 1210 311 41 13 TRUE 0.28
bladder cancer RAS_12-61 E2F3 Any amplification 69 55 -6.21 -15.43 -1.47 1316.32 1.00 618 69 55 0 FALSE 1.01
non-small cell lung cancer RAS_12-61 FGF19 Any amplification 1130 92 -0.64 -1.18 -0.15 1397.09 1.00 2753 1114 76 16 FALSE 1.78
melanoma RAS_12-61 FGF19 Any amplification 289 61 0.14 -0.42 0.67 1419.15 1.00 808 271 43 18 FALSE 0.22
bladder cancer RAS_12-61 FGF19 Any amplification 74 83 -0.15 -0.94 0.54 1403.97 1.00 672 67 76 7 FALSE 0.16
non-small cell lung cancer RAS_12-61 FGF3 Any amplification 1130 87 -0.73 -1.30 -0.24 1496.64 1.00 2756 1116 73 14 FALSE 2.14
melanoma RAS_12-61 FGF3 Any amplification 289 57 0.13 -0.46 0.70 1550.97 1.00 811 272 40 17 FALSE 0.19
bladder cancer RAS_12-61 FGF3 Any amplification 74 77 -0.26 -1.14 0.51 1502.04 1.00 677 68 71 6 FALSE 0.28
non-small cell lung cancer RAS_12-61 FGF4 Any amplification 1129 88 -0.66 -1.22 -0.14 1442.08 1.00 2749 1114 73 15 FALSE 1.82
melanoma RAS_12-61 FGF4 Any amplification 289 58 0.13 -0.45 0.67 1311.84 1.00 805 272 41 17 FALSE 0.18
bladder cancer RAS_12-61 FGF4 Any amplification 74 82 -0.15 -0.95 0.56 1516.19 1.00 670 67 75 7 FALSE 0.16
colorectal cancer RAS_12-61 MDM2 Any amplification 1759 68 0.29 -0.16 0.75 1661.13 1.00 2285 1723 32 36 TRUE 0.69
cancer of unknown primary RAS_12-61 MDM2 Any amplification 308 81 0.37 -0.15 0.83 1458.75 1.00 1054 284 57 24 TRUE 0.87
non-small cell lung cancer RAS_12-61 MDM2 Any amplification 1949 460 -0.70 -0.94 -0.46 1315.04 1.00 4129 1865 376 84 TRUE 7.96
pancreatic cancer RAS_12-61 MDM2 Any amplification 1591 76 -0.94 -1.38 -0.49 1483.90 1.00 478 1550 35 41 TRUE 4.52
melanoma RAS_12-61 MDM2 Any amplification 423 51 -0.56 -1.27 0.08 1604.02 1.00 1110 414 42 9 TRUE 0.96
uterine cancer RAS_12-61 MDM2 Any amplification 318 66 -0.33 -1.03 0.30 1379.99 1.00 1470 309 57 9 TRUE 0.48
ovarian cancer RAS_12-61 MDM2 Any amplification 188 108 0.48 -0.04 1.00 1595.52 1.00 1347 168 88 20 TRUE 1.15
hepatobiliary cancer RAS_12-61 MDM2 Any amplification 135 63 -0.53 -1.40 0.18 1520.14 1.00 883 130 58 5 TRUE 0.71
bladder cancer RAS_12-61 MDM2 Any amplification 130 144 -1.02 -1.83 -0.34 1374.37 1.00 1089 125 139 5 TRUE 2.07
colorectal cancer RAS_12-61 SDHC Any amplification 1728 133 0.30 -0.06 0.64 1596.91 1.00 2214 1660 65 68 FALSE 1.06
cancer of unknown primary RAS_12-61 SDHC Any amplification 306 123 -0.07 -0.54 0.34 1458.05 1.00 1004 281 98 25 FALSE 0.13
non-small cell lung cancer RAS_12-61 SDHC Any amplification 1938 597 0.54 0.37 0.70 1487.26 1.00 4120 1691 350 247 FALSE 9.37
pancreatic cancer RAS_12-61 SDHC Any amplification 1580 80 -0.03 -0.48 0.46 1578.37 1.00 488 1520 20 60 FALSE 0.05
melanoma RAS_12-61 SDHC Any amplification 416 130 0.77 0.41 1.13 1557.06 1.00 1041 359 73 57 FALSE 4.79
uterine cancer RAS_12-61 SDHC Any amplification 317 177 0.17 -0.19 0.55 1462.52 1.00 1372 282 142 35 FALSE 0.44
ovarian cancer RAS_12-61 SDHC Any amplification 184 152 0.56 0.12 1.01 1431.69 1.00 1282 156 124 28 FALSE 1.92
hepatobiliary cancer RAS_12-61 SDHC Any amplification 133 81 0.27 -0.36 0.86 1493.90 1.00 859 120 68 13 FALSE 0.43
bladder cancer RAS_12-61 SDHC Any amplification 130 187 -0.58 -1.19 -0.02 1501.08 1.00 1046 120 177 10 FALSE 1.28
colorectal cancer RAS_12-61 MYC Any amplification 1759 751 -0.31 -0.48 -0.15 1606.38 1.00 1843 1482 474 277 TRUE 3.72
cancer of unknown primary RAS_12-61 MYC Any amplification 308 224 -0.03 -0.38 0.30 1352.88 1.00 935 260 176 48 TRUE 0.06
non-small cell lung cancer RAS_12-61 MYC Any amplification 1949 859 0.13 -0.02 0.28 1588.53 1.00 3927 1668 578 281 TRUE 1.04
pancreatic cancer RAS_12-61 MYC Any amplification 1591 167 0.39 0.02 0.76 1568.32 1.00 484 1453 29 138 TRUE 1.34
melanoma RAS_12-61 MYC Any amplification 423 197 -0.06 -0.41 0.27 1324.46 1.00 1006 372 146 51 TRUE 0.14
uterine cancer RAS_12-61 MYC Any amplification 318 198 -0.64 -1.09 -0.22 1573.92 1.00 1349 298 178 20 TRUE 2.36
ovarian cancer RAS_12-61 MYC Any amplification 188 459 -0.66 -1.06 -0.31 1558.65 1.00 1009 155 426 33 TRUE 3.34
hepatobiliary cancer RAS_12-61 MYC Any amplification 135 105 -0.07 -0.62 0.49 1469.91 1.00 849 122 92 13 TRUE 0.09
bladder cancer RAS_12-61 MYC Any amplification 130 149 0.20 -0.33 0.70 1381.82 1.00 1097 112 131 18 TRUE 0.38
colorectal cancer RAS_12-61 AURKA Any amplification 1758 994 -0.33 -0.48 -0.19 1447.04 1.00 1691 1389 625 369 TRUE 5.04
cancer of unknown primary RAS_12-61 AURKA Any amplification 307 111 -0.71 -1.27 -0.18 1497.36 1.00 1012 293 97 14 TRUE 1.92
non-small cell lung cancer RAS_12-61 AURKA Any amplification 1948 285 -0.67 -0.98 -0.36 1476.83 1.00 4266 1895 232 53 TRUE 4.57
pancreatic cancer RAS_12-61 AURKA Any amplification 1586 80 -0.88 -1.35 -0.47 1509.08 1.00 477 1541 35 45 TRUE 3.99
melanoma RAS_12-61 AURKA Any amplification 423 108 0.38 -0.03 0.77 1544.65 1.00 1077 384 69 39 TRUE 1.18
uterine cancer RAS_12-61 AURKA Any amplification 318 97 -0.74 -1.43 -0.12 1430.24 1.00 1438 309 88 9 TRUE 1.53
ovarian cancer RAS_12-61 AURKA Any amplification 188 264 -0.80 -1.31 -0.34 1298.20 1.00 1187 172 248 16 TRUE 2.91
bladder cancer RAS_12-61 AURKA Any amplification 130 91 -0.38 -1.16 0.35 1647.73 1.00 1141 123 84 7 TRUE 0.50
colorectal cancer RAS_12-61 BCL2L1 Any amplification 1728 1058 -0.44 -0.59 -0.30 1491.82 1.00 1593 1356 686 372 FALSE 8.95
cancer of unknown primary RAS_12-61 BCL2L1 Any amplification 307 109 -0.47 -0.98 0.03 1464.84 1.00 1008 290 92 17 FALSE 1.13
non-small cell lung cancer RAS_12-61 BCL2L1 Any amplification 1938 266 -0.71 -1.03 -0.40 1368.92 1.00 4252 1890 218 48 FALSE 4.92
pancreatic cancer RAS_12-61 BCL2L1 Any amplification 1580 69 -1.00 -1.47 -0.52 1587.51 1.00 476 1543 32 37 FALSE 4.54
melanoma RAS_12-61 BCL2L1 Any amplification 416 73 0.24 -0.28 0.71 1539.00 1.00 1069 391 48 25 FALSE 0.47
uterine cancer RAS_12-61 BCL2L1 Any amplification 317 103 -0.81 -1.49 -0.22 1493.39 1.00 1415 308 94 9 FALSE 1.95
ovarian cancer RAS_12-61 BCL2L1 Any amplification 184 224 -0.76 -1.33 -0.20 1646.95 1.00 1196 170 210 14 FALSE 2.16
bladder cancer RAS_12-61 BCL2L1 Any amplification 130 124 -0.31 -1.02 0.30 1520.17 1.00 1109 120 114 10 FALSE 0.45
melanoma NRAS_12-61 FGF19 Any amplification 260 61 -0.22 -0.93 0.38 1368.89 1.00 831 248 49 12 FALSE 0.29
melanoma NRAS_12-61 FGF3 Any amplification 260 57 -0.20 -1.00 0.36 33.70 1.10 834 249 46 11 FALSE 0.23
melanoma NRAS_12-61 FGF4 Any amplification 260 58 -0.28 -1.00 0.36 937.07 1.00 828 249 47 11 FALSE 0.38
colorectal cancer NRAS_12-61 MYC Any amplification 172 751 -0.10 -0.50 0.30 1564.58 1.00 3183 142 721 30 TRUE 0.19
melanoma NRAS_12-61 MYC Any amplification 378 197 -0.02 -0.36 0.31 1409.35 1.00 1047 331 150 47 TRUE 0.04
colorectal cancer NRAS_12-61 AURKA Any amplification 172 994 0.36 0.01 0.68 1602.98 1.00 2962 118 940 54 TRUE 1.43
melanoma NRAS_12-61 AURKA Any amplification 378 108 0.38 -0.04 0.78 1391.88 1.00 1117 344 74 34 TRUE 1.16
colorectal cancer NRAS_12-61 BCL2L1 Any amplification 168 1058 0.39 0.06 0.71 1448.68 1.00 2839 110 1000 58 FALSE 1.75
melanoma NRAS_12-61 BCL2L1 Any amplification 372 73 0.22 -0.29 0.71 1523.32 1.00 1109 351 52 21 FALSE 0.40
colorectal cancer NRAS_12-61 CCND2 Any amplification 172 219 -0.54 -1.47 0.23 1192.73 1.00 3691 166 213 6 FALSE 0.65
colorectal cancer NRAS_12-61 CDK8 Any amplification 139 453 0.85 0.44 1.23 1332.57 1.00 2707 102 416 37 FALSE 4.51
non-small cell lung cancer RAS_61 FGF19 Any amplification 80 92 -2.57 -8.41 0.13 1493.50 1.00 3787 80 92 0 FALSE 0.58
melanoma RAS_61 FGF19 Any amplification 231 61 0.00 -0.66 0.61 1481.65 1.00 861 218 48 13 FALSE 0.00
non-small cell lung cancer RAS_61 FGF3 Any amplification 80 87 -2.60 -7.81 0.14 1220.48 1.00 3792 80 87 0 FALSE 0.67
melanoma RAS_61 FGF3 Any amplification 231 57 -0.02 -0.70 0.61 1716.62 1.00 864 219 45 12 FALSE 0.03
non-small cell lung cancer RAS_61 FGF4 Any amplification 80 88 -2.56 -7.95 0.06 1469.03 1.00 3783 80 88 0 FALSE 0.64
melanoma RAS_61 FGF4 Any amplification 231 58 -0.05 -0.75 0.55 1363.20 1.00 858 219 46 12 FALSE 0.06
colorectal cancer RAS_61 MDM2 Any amplification 165 68 0.30 -0.76 1.24 1519.36 1.00 3848 160 63 5 TRUE 0.27
non-small cell lung cancer RAS_61 MDM2 Any amplification 144 460 -0.96 -1.94 -0.19 1470.46 1.00 5854 140 456 4 TRUE 1.55
pancreatic cancer RAS_61 MDM2 Any amplification 135 76 -0.87 -2.11 0.13 1522.70 1.00 1895 133 74 2 TRUE 0.91
melanoma RAS_61 MDM2 Any amplification 336 51 -0.45 -1.24 0.28 1352.10 1.00 1196 328 43 8 TRUE 0.61
colorectal cancer RAS_61 MYC Any amplification 165 751 -0.07 -0.46 0.30 1538.14 1.00 3189 136 722 29 TRUE 0.15
non-small cell lung cancer RAS_61 MYC Any amplification 144 859 0.22 -0.23 0.64 1279.70 1.00 5475 120 835 24 TRUE 0.49
pancreatic cancer RAS_61 MYC Any amplification 135 167 0.17 -0.42 0.71 1446.28 1.00 1815 122 154 13 TRUE 0.26
melanoma RAS_61 MYC Any amplification 336 197 -0.26 -0.64 0.11 1309.92 1.00 1076 302 163 34 TRUE 0.75
colorectal cancer RAS_61 AURKA Any amplification 165 994 -0.03 -0.38 0.31 1552.73 1.00 2955 125 954 40 TRUE 0.05
non-small cell lung cancer RAS_61 AURKA Any amplification 144 285 -0.74 -1.86 0.16 1284.42 1.00 6020 141 282 3 TRUE 0.84
pancreatic cancer RAS_61 AURKA Any amplification 135 80 -0.89 -2.12 0.14 1409.03 1.00 1885 133 78 2 TRUE 0.90
melanoma RAS_61 AURKA Any amplification 336 108 0.56 0.13 0.97 1361.64 1.00 1160 301 73 35 TRUE 2.07
colorectal cancer RAS_61 BCL2L1 Any amplification 163 1058 -0.09 -0.46 0.30 1423.67 1.00 2827 122 1017 41 FALSE 0.19
non-small cell lung cancer RAS_61 BCL2L1 Any amplification 144 266 -0.28 -1.20 0.52 1457.11 1.00 6003 139 261 5 FALSE 0.28
pancreatic cancer RAS_61 BCL2L1 Any amplification 134 69 -1.18 -2.74 0.05 1476.87 1.00 1886 133 68 1 FALSE 1.01
melanoma RAS_61 BCL2L1 Any amplification 330 73 0.33 -0.19 0.85 1414.37 1.00 1151 309 52 21 FALSE 0.70
melanoma NRAS_61 CCND1 Any amplification 324 105 -0.06 -0.59 0.40 1372.73 1.00 1167 303 84 21 TRUE 0.09
melanoma NRAS_61 FGF19 Any amplification 224 61 -0.26 -0.99 0.36 890.86 1.00 865 214 51 10 FALSE 0.34
melanoma NRAS_61 FGF3 Any amplification 224 57 -0.33 -1.16 0.34 1391.58 1.00 868 215 48 9 FALSE 0.41
melanoma NRAS_61 FGF4 Any amplification 224 58 -0.35 -1.13 0.35 1551.51 1.00 862 215 49 9 FALSE 0.43
melanoma NRAS_61 MYC Any amplification 324 197 -0.25 -0.67 0.11 889.40 1.00 1088 290 163 34 TRUE 0.67
non-small cell lung cancer KRAS_12-61 FGF19 Any amplification 1099 92 -0.66 -1.22 -0.12 1565.61 1.00 2784 1083 76 16 FALSE 1.70
non-small cell lung cancer KRAS_12-61 FGF3 Any amplification 1099 87 -0.73 -1.35 -0.16 1170.08 1.00 2787 1085 73 14 FALSE 1.84
non-small cell lung cancer KRAS_12-61 FGF4 Any amplification 1099 88 -0.60 -1.22 -0.13 43.36 1.07 2779 1084 73 15 FALSE 1.41
colorectal cancer KRAS_12-61 MDM2 Any amplification 1590 68 0.44 -0.03 0.93 1514.32 1.00 2453 1555 33 35 TRUE 1.16
cancer of unknown primary KRAS_12-61 MDM2 Any amplification 278 81 0.53 0.02 0.99 1422.13 1.00 1084 254 57 24 TRUE 1.51
non-small cell lung cancer KRAS_12-61 MDM2 Any amplification 1891 460 -0.66 -0.92 -0.42 1599.48 1.00 4186 1808 377 83 TRUE 6.60
pancreatic cancer KRAS_12-61 MDM2 Any amplification 1578 76 -0.90 -1.35 -0.44 1568.36 1.00 491 1537 35 41 TRUE 3.99
uterine cancer KRAS_12-61 MDM2 Any amplification 280 66 -0.16 -0.89 0.50 1405.00 1.00 1508 271 57 9 TRUE 0.19
ovarian cancer KRAS_12-61 MDM2 Any amplification 160 108 0.71 0.20 1.20 1645.11 1.00 1375 140 88 20 TRUE 2.27
hepatobiliary cancer KRAS_12-61 MDM2 Any amplification 111 63 -0.30 -1.23 0.48 1482.51 1.00 907 106 58 5 TRUE 0.31
colorectal cancer KRAS_12-61 MYC Any amplification 1590 751 -0.30 -0.47 -0.13 1367.18 1.00 1984 1341 502 249 TRUE 3.30
cancer of unknown primary KRAS_12-61 MYC Any amplification 278 224 0.06 -0.28 0.44 1506.82 1.00 963 232 178 46 TRUE 0.12
non-small cell lung cancer KRAS_12-61 MYC Any amplification 1891 859 0.12 -0.04 0.27 1463.46 1.00 3975 1620 588 271 TRUE 0.87
pancreatic cancer KRAS_12-61 MYC Any amplification 1578 167 0.42 0.06 0.80 1446.34 1.00 497 1440 29 138 TRUE 1.55
uterine cancer KRAS_12-61 MYC Any amplification 280 198 -0.68 -1.17 -0.23 1452.73 1.00 1384 263 181 17 TRUE 2.24
ovarian cancer KRAS_12-61 MYC Any amplification 160 459 -0.57 -0.97 -0.17 1282.11 1.00 1034 130 429 30 TRUE 2.24
hepatobiliary cancer KRAS_12-61 MYC Any amplification 111 105 -0.04 -0.65 0.58 1346.66 1.00 871 100 94 11 TRUE 0.05
colorectal cancer KRAS_12-61 AURKA Any amplification 1589 994 -0.40 -0.55 -0.25 1545.99 1.00 1809 1271 676 318 TRUE 6.42
cancer of unknown primary KRAS_12-61 AURKA Any amplification 277 111 -0.69 -1.30 -0.14 1545.76 1.00 1041 264 98 13 TRUE 1.70
non-small cell lung cancer KRAS_12-61 AURKA Any amplification 1891 285 -0.72 -1.03 -0.42 1483.41 1.00 4320 1841 235 50 TRUE 5.31
pancreatic cancer KRAS_12-61 AURKA Any amplification 1573 80 -0.89 -1.32 -0.45 1407.66 1.00 490 1528 35 45 TRUE 3.99
uterine cancer KRAS_12-61 AURKA Any amplification 280 97 -1.06 -1.90 -0.35 1487.95 1.00 1473 274 91 6 TRUE 2.14
ovarian cancer KRAS_12-61 AURKA Any amplification 160 264 -0.88 -1.44 -0.37 1504.70 1.00 1212 147 251 13 TRUE 2.88
colorectal cancer KRAS_12-61 BCL2L1 Any amplification 1563 1058 -0.53 -0.69 -0.38 1401.55 1.00 1703 1246 741 317 FALSE 10.79
cancer of unknown primary KRAS_12-61 BCL2L1 Any amplification 278 109 -0.53 -1.08 -0.03 1430.47 1.00 1035 263 94 15 FALSE 1.28
non-small cell lung cancer KRAS_12-61 BCL2L1 Any amplification 1882 266 -0.72 -1.04 -0.41 1384.99 1.00 4306 1836 220 46 FALSE 5.08
pancreatic cancer KRAS_12-61 BCL2L1 Any amplification 1567 69 -0.99 -1.44 -0.52 1364.46 1.00 489 1530 32 37 FALSE 4.45
uterine cancer KRAS_12-61 BCL2L1 Any amplification 280 103 -1.12 -1.93 -0.39 1541.31 1.00 1449 274 97 6 FALSE 2.41
ovarian cancer KRAS_12-61 BCL2L1 Any amplification 157 224 -0.78 -1.38 -0.22 1419.12 1.00 1221 145 212 12 FALSE 2.03
non-small cell lung cancer RAS_12 FGF19 Any amplification 964 92 -0.55 -1.18 -0.04 1464.35 1.00 2918 949 77 15 FALSE 1.24
non-small cell lung cancer RAS_12 FGF3 Any amplification 964 87 -0.63 -1.26 -0.07 1301.32 1.00 2921 951 74 13 FALSE 1.45
non-small cell lung cancer RAS_12 FGF4 Any amplification 963 88 -0.57 -1.19 -0.02 245.79 1.02 2914 949 74 14 FALSE 1.20
colorectal cancer RAS_12 MDM2 Any amplification 1263 68 0.27 -0.20 0.74 1255.22 1.00 2771 1237 42 26 TRUE 0.57
cancer of unknown primary RAS_12 MDM2 Any amplification 239 81 0.31 -0.25 0.83 1479.58 1.00 1117 221 63 18 TRUE 0.61
non-small cell lung cancer RAS_12 MDM2 Any amplification 1668 460 -0.59 -0.85 -0.35 1583.22 1.00 4402 1592 384 76 TRUE 5.35
pancreatic cancer RAS_12 MDM2 Any amplification 1440 76 -0.74 -1.16 -0.30 1394.77 1.00 626 1402 38 38 TRUE 2.98
uterine cancer RAS_12 MDM2 Any amplification 243 66 -0.25 -0.99 0.46 1479.30 1.00 1543 236 59 7 TRUE 0.31
ovarian cancer RAS_12 MDM2 Any amplification 149 108 0.72 0.18 1.25 1539.08 1.00 1385 130 89 19 TRUE 2.14
colorectal cancer RAS_12 MYC Any amplification 1263 751 -0.33 -0.52 -0.16 1491.93 1.00 2253 1072 560 191 TRUE 3.41
cancer of unknown primary RAS_12 MYC Any amplification 239 224 -0.14 -0.53 0.24 1335.92 1.00 991 204 189 35 TRUE 0.31
non-small cell lung cancer RAS_12 MYC Any amplification 1668 859 0.11 -0.05 0.27 1175.10 1.00 4166 1429 620 239 TRUE 0.76
pancreatic cancer RAS_12 MYC Any amplification 1440 167 0.29 -0.06 0.65 1583.13 1.00 622 1315 42 125 TRUE 0.96
uterine cancer RAS_12 MYC Any amplification 243 198 -0.79 -1.41 -0.30 1497.28 1.00 1417 230 185 13 TRUE 2.46
ovarian cancer RAS_12 MYC Any amplification 149 459 -0.62 -1.06 -0.24 1579.57 1.00 1042 122 432 27 TRUE 2.43
colorectal cancer RAS_12 AURKA Any amplification 1262 994 -0.31 -0.47 -0.14 1370.53 1.00 2078 1002 734 260 TRUE 3.74
cancer of unknown primary RAS_12 AURKA Any amplification 238 111 -0.89 -1.57 -0.29 1453.34 1.00 1076 229 102 9 TRUE 2.18
non-small cell lung cancer RAS_12 AURKA Any amplification 1667 285 -0.63 -0.94 -0.33 1414.13 1.00 4540 1621 239 46 TRUE 4.35
pancreatic cancer RAS_12 AURKA Any amplification 1435 80 -0.71 -1.13 -0.30 1361.07 1.00 625 1393 38 42 TRUE 3.06
uterine cancer RAS_12 AURKA Any amplification 243 97 -0.76 -1.49 -0.09 1540.66 1.00 1511 236 90 7 TRUE 1.48
ovarian cancer RAS_12 AURKA Any amplification 149 264 -0.87 -1.46 -0.35 1452.07 1.00 1222 137 252 12 TRUE 2.61
colorectal cancer RAS_12 BCL2L1 Any amplification 1241 1058 -0.42 -0.58 -0.27 1440.20 1.00 1969 980 797 261 FALSE 6.96
cancer of unknown primary RAS_12 BCL2L1 Any amplification 239 109 -0.61 -1.26 -0.04 1378.19 1.00 1071 227 97 12 FALSE 1.25
non-small cell lung cancer RAS_12 BCL2L1 Any amplification 1658 266 -0.74 -1.09 -0.41 1333.10 1.00 4523 1619 227 39 FALSE 4.81
pancreatic cancer RAS_12 BCL2L1 Any amplification 1430 69 -0.73 -1.19 -0.27 1295.14 1.00 625 1394 33 36 FALSE 2.77
uterine cancer RAS_12 BCL2L1 Any amplification 242 103 -1.11 -1.97 -0.39 1518.52 1.00 1486 237 98 5 FALSE 2.19
ovarian cancer RAS_12 BCL2L1 Any amplification 146 224 -0.79 -1.44 -0.23 1676.79 1.00 1231 135 213 11 FALSE 1.99
non-small cell lung cancer KRAS_12 FGF19 Any amplification 960 92 -0.53 -1.09 0.01 1369.54 1.00 2922 945 77 15 FALSE 1.19
non-small cell lung cancer KRAS_12 FGF3 Any amplification 960 87 -0.63 -1.27 -0.06 623.04 1.00 2925 947 74 13 FALSE 1.37
non-small cell lung cancer KRAS_12 FGF4 Any amplification 960 88 -0.56 -1.16 0.01 1473.44 1.00 2917 946 74 14 FALSE 1.21
colorectal cancer KRAS_12 MDM2 Any amplification 1209 68 0.32 -0.16 0.81 1704.92 1.00 2825 1183 42 26 TRUE 0.71
cancer of unknown primary KRAS_12 MDM2 Any amplification 230 81 0.36 -0.19 0.88 1518.87 1.00 1126 212 63 18 TRUE 0.74
non-small cell lung cancer KRAS_12 MDM2 Any amplification 1660 460 -0.59 -0.83 -0.34 1548.08 1.00 4410 1584 384 76 TRUE 5.59
pancreatic cancer KRAS_12 MDM2 Any amplification 1438 76 -0.75 -1.18 -0.31 1452.41 1.00 628 1400 38 38 TRUE 2.93
uterine cancer KRAS_12 MDM2 Any amplification 226 66 -0.20 -0.96 0.50 1509.80 1.00 1560 219 59 7 TRUE 0.22
ovarian cancer KRAS_12 MDM2 Any amplification 147 108 0.71 0.20 1.20 1544.63 1.00 1387 128 89 19 TRUE 2.14
colorectal cancer KRAS_12 MYC Any amplification 1209 751 -0.31 -0.49 -0.13 1460.49 1.00 2301 1024 566 185 TRUE 3.03
cancer of unknown primary KRAS_12 MYC Any amplification 230 224 -0.07 -0.48 0.32 1440.94 1.00 1000 195 189 35 TRUE 0.14
non-small cell lung cancer KRAS_12 MYC Any amplification 1660 859 0.10 -0.07 0.26 1334.62 1.00 4171 1424 623 236 TRUE 0.63
pancreatic cancer KRAS_12 MYC Any amplification 1438 167 0.29 -0.07 0.65 1411.96 1.00 624 1313 42 125 TRUE 0.99
uterine cancer KRAS_12 MYC Any amplification 226 198 -0.87 -1.48 -0.33 1439.10 1.00 1432 215 187 11 TRUE 2.55
ovarian cancer KRAS_12 MYC Any amplification 147 459 -0.60 -1.02 -0.22 1555.03 1.00 1044 120 432 27 TRUE 2.46
colorectal cancer KRAS_12 AURKA Any amplification 1208 994 -0.35 -0.51 -0.19 1523.78 1.00 2114 966 752 242 TRUE 4.56
cancer of unknown primary KRAS_12 AURKA Any amplification 229 111 -0.85 -1.50 -0.25 1290.09 1.00 1085 220 102 9 TRUE 2.04
non-small cell lung cancer KRAS_12 AURKA Any amplification 1660 285 -0.68 -1.03 -0.37 1337.70 1.00 4545 1616 241 44 TRUE 4.43
pancreatic cancer KRAS_12 AURKA Any amplification 1433 80 -0.72 -1.14 -0.28 1557.13 1.00 627 1391 38 42 TRUE 2.86
uterine cancer KRAS_12 AURKA Any amplification 226 97 -1.01 -1.87 -0.26 1463.39 1.00 1526 221 92 5 TRUE 1.83
ovarian cancer KRAS_12 AURKA Any amplification 147 264 -0.87 -1.51 -0.34 1375.12 1.00 1224 135 252 12 TRUE 2.49
colorectal cancer KRAS_12 BCL2L1 Any amplification 1188 1058 -0.47 -0.63 -0.31 1420.12 1.00 2003 946 816 242 FALSE 7.80
cancer of unknown primary KRAS_12 BCL2L1 Any amplification 230 109 -0.65 -1.29 -0.06 1644.04 1.00 1079 219 98 11 FALSE 1.45
non-small cell lung cancer KRAS_12 BCL2L1 Any amplification 1652 266 -0.75 -1.11 -0.42 1458.61 1.00 4529 1613 227 39 FALSE 4.76
pancreatic cancer KRAS_12 BCL2L1 Any amplification 1428 69 -0.75 -1.21 -0.29 1492.26 1.00 627 1392 33 36 FALSE 2.84
uterine cancer KRAS_12 BCL2L1 Any amplification 226 103 -1.46 -2.51 -0.58 1642.78 1.00 1500 223 100 3 FALSE 2.54
ovarian cancer KRAS_12 BCL2L1 Any amplification 144 224 -0.79 -1.42 -0.21 1307.83 1.00 1233 133 213 11 FALSE 1.96
non-small cell lung cancer RAS_12C CCND1 Any amplification 308 331 -0.33 -0.97 0.21 745.34 1.00 5827 296 319 12 TRUE 0.55
non-small cell lung cancer RAS_12C FGF19 Any amplification 188 92 -0.58 -1.96 0.48 529.94 1.01 3682 185 89 3 FALSE 0.47
non-small cell lung cancer RAS_12C FGF3 Any amplification 188 87 -0.41 -1.83 0.54 117.70 1.04 3687 185 84 3 FALSE 0.30
non-small cell lung cancer RAS_12C FGF4 Any amplification 188 88 -0.52 -1.96 0.59 347.24 1.01 3678 185 85 3 FALSE 0.35
non-small cell lung cancer RAS_12C MDM2 Any amplification 308 460 -0.69 -1.35 -0.17 1425.81 1.00 5698 296 448 12 TRUE 1.65
non-small cell lung cancer RAS_12C MYC Any amplification 308 859 0.00 -0.36 0.32 1458.84 1.00 5328 267 818 41 TRUE 0.00
non-small cell lung cancer KRAS_12C FGF19 Any amplification 481 92 -0.30 -1.06 0.40 1291.13 1.00 3395 472 83 9 FALSE 0.38
non-small cell lung cancer KRAS_12C FGF3 Any amplification 481 87 -0.39 -1.26 0.32 1452.10 1.00 3399 473 79 8 FALSE 0.49
non-small cell lung cancer KRAS_12C FGF4 Any amplification 481 88 -0.41 -1.20 0.29 1308.92 1.00 3390 473 80 8 FALSE 0.54
colorectal cancer KRAS_12C MDM2 Any amplification 123 68 1.36 0.53 2.14 1261.13 1.00 3893 115 60 8 TRUE 3.01
non-small cell lung cancer KRAS_12C MDM2 Any amplification 821 460 -0.57 -0.92 -0.22 1403.38 1.00 5209 785 424 36 TRUE 2.86
colorectal cancer KRAS_12C MYC Any amplification 123 751 -0.28 -0.78 0.18 1644.76 1.00 3220 105 733 18 TRUE 0.63
non-small cell lung cancer KRAS_12C MYC Any amplification 821 859 0.19 -0.01 0.39 1498.48 1.00 4901 694 732 127 TRUE 1.24
colorectal cancer KRAS_12C AURKA Any amplification 123 994 -0.08 -0.50 0.32 1693.69 1.00 2986 94 965 29 TRUE 0.15
non-small cell lung cancer KRAS_12C AURKA Any amplification 821 285 -0.36 -0.76 0.01 1444.36 1.00 5367 794 258 27 TRUE 1.16
colorectal cancer KRAS_12C BCL2L1 Any amplification 120 1058 -0.14 -0.59 0.26 1464.08 1.00 2858 91 1029 29 FALSE 0.30
non-small cell lung cancer KRAS_12C BCL2L1 Any amplification 819 266 -0.63 -1.11 -0.19 1532.07 1.00 5343 799 246 20 FALSE 2.07
non-small cell lung cancer RAS_13 FGF19 Any amplification 92 92 -1.26 -4.04 0.52 1444.08 1.00 3776 91 91 1 FALSE 0.59
non-small cell lung cancer RAS_13 FGF3 Any amplification 92 87 -1.21 -4.14 0.59 1312.86 1.00 3781 91 86 1 FALSE 0.50
non-small cell lung cancer RAS_13 FGF4 Any amplification 92 88 -1.35 -4.18 0.58 755.95 1.00 3772 91 87 1 FALSE 0.58
colorectal cancer RAS_13 MDM2 Any amplification 342 68 -0.33 -1.38 0.54 1585.36 1.00 3671 337 63 5 TRUE 0.30
non-small cell lung cancer RAS_13 MDM2 Any amplification 145 460 -1.02 -2.06 -0.21 1570.23 1.00 5853 141 456 4 TRUE 1.44
colorectal cancer RAS_13 MYC Any amplification 342 751 -0.09 -0.37 0.19 1473.02 1.00 3042 283 692 59 TRUE 0.26
non-small cell lung cancer RAS_13 MYC Any amplification 145 859 -0.12 -0.63 0.35 1459.31 1.00 5468 127 841 18 TRUE 0.19
colorectal cancer RAS_13 AURKA Any amplification 342 994 -0.20 -0.47 0.07 1268.68 1.00 2811 269 921 73 TRUE 0.81
non-small cell lung cancer RAS_13 AURKA Any amplification 145 285 -0.57 -1.60 0.32 1529.76 1.00 6020 141 281 4 TRUE 0.60
colorectal cancer RAS_13 BCL2L1 Any amplification 335 1058 -0.28 -0.54 -0.02 1448.38 1.00 2687 262 985 73 FALSE 1.45
non-small cell lung cancer RAS_13 BCL2L1 Any amplification 144 266 -0.52 -1.58 0.40 1395.40 1.00 6002 140 262 4 FALSE 0.52
non-small cell lung cancer KRAS_13 FGF19 Any amplification 86 92 -1.23 -3.90 0.56 697.24 1.01 3782 85 91 1 FALSE 0.55
non-small cell lung cancer KRAS_13 FGF3 Any amplification 86 87 -1.25 -3.75 0.63 61.66 1.05 3787 85 86 1 FALSE 0.53
non-small cell lung cancer KRAS_13 FGF4 Any amplification 86 88 -1.13 -4.00 0.72 1440.37 1.00 3778 85 87 1 FALSE 0.44
colorectal cancer KRAS_13 MDM2 Any amplification 315 68 -0.23 -1.16 0.63 1553.55 1.00 3698 310 63 5 TRUE 0.21
non-small cell lung cancer KRAS_13 MDM2 Any amplification 134 460 -0.96 -2.04 -0.10 1421.19 1.00 5864 130 456 4 TRUE 1.24
colorectal cancer KRAS_13 MYC Any amplification 315 751 -0.19 -0.52 0.11 1607.48 1.00 3060 265 701 50 TRUE 0.64
non-small cell lung cancer KRAS_13 MYC Any amplification 134 859 -0.15 -0.70 0.34 1466.40 1.00 5477 118 843 16 TRUE 0.25
colorectal cancer KRAS_13 AURKA Any amplification 315 994 -0.31 -0.57 -0.02 1519.27 1.00 2827 253 932 62 TRUE 1.48
non-small cell lung cancer KRAS_13 AURKA Any amplification 134 285 -0.52 -1.60 0.39 1528.34 1.00 6031 130 281 4 TRUE 0.51
colorectal cancer KRAS_13 BCL2L1 Any amplification 309 1058 -0.38 -0.69 -0.10 1495.48 1.00 2702 247 996 62 FALSE 1.96
non-small cell lung cancer KRAS_13 BCL2L1 Any amplification 133 266 -0.45 -1.54 0.45 1285.78 1.00 6013 129 262 4 FALSE 0.41
non-small cell lung cancer KRAS_61 CCND1 Any amplification 103 331 -1.25 -2.87 0.01 1346.30 1.00 6022 101 329 2 TRUE 1.01
non-small cell lung cancer KRAS_61 FGF19 Any amplification 59 92 -5.46 -15.96 -0.20 1326.62 1.00 3808 59 92 0 FALSE 0.63
non-small cell lung cancer KRAS_61 FGF3 Any amplification 59 87 -6.66 -15.17 -0.38 13.88 1.16 3813 59 87 0 FALSE 0.71
non-small cell lung cancer KRAS_61 FGF4 Any amplification 59 88 -5.43 -15.67 0.07 802.71 1.00 3804 59 88 0 FALSE 0.67
non-small cell lung cancer KRAS_61 MDM2 Any amplification 103 460 -1.07 -2.29 -0.04 1333.33 1.00 5894 100 457 3 TRUE 1.22
pancreatic cancer KRAS_61 MDM2 Any amplification 125 76 -1.08 -2.57 0.04 1401.20 1.00 1905 123 74 2 TRUE 0.94
non-small cell lung cancer KRAS_61 MYC Any amplification 103 859 0.37 -0.14 0.86 1551.72 1.00 5511 84 840 19 TRUE 0.83
pancreatic cancer KRAS_61 MYC Any amplification 125 167 0.30 -0.30 0.84 1552.02 1.00 1825 112 154 13 TRUE 0.51
colorectal cancer RAS_12-61 AKT3 Any amplification 1759 109 0.42 0.05 0.80 1074.61 1.00 2267 1700 50 59 FALSE 1.56
cancer of unknown primary RAS_12-61 AKT3 Any amplification 307 93 -0.25 -0.77 0.23 1529.33 1.00 1034 291 77 16 FALSE 0.47
non-small cell lung cancer RAS_12-61 AKT3 Any amplification 1949 449 0.60 0.40 0.79 1506.12 1.00 4249 1756 256 193 FALSE 8.59
pancreatic cancer RAS_12-61 AKT3 Any amplification 1591 59 -0.20 -0.73 0.34 1462.12 1.00 496 1549 17 42 FALSE 0.33
melanoma RAS_12-61 AKT3 Any amplification 423 123 0.90 0.54 1.27 1493.86 1.00 1085 366 66 57 FALSE 5.78
uterine cancer RAS_12-61 AKT3 Any amplification 318 174 0.36 -0.03 0.70 1401.93 1.00 1392 279 135 39 FALSE 1.22
ovarian cancer RAS_12-61 AKT3 Any amplification 188 132 0.70 0.24 1.13 1512.72 1.00 1330 161 105 27 FALSE 2.70
hepatobiliary cancer RAS_12-61 AKT3 Any amplification 135 69 0.54 -0.06 1.10 1575.20 1.00 886 121 55 14 FALSE 1.19
bladder cancer RAS_12-61 AKT3 Any amplification 130 51 -0.82 -1.98 0.17 1474.36 1.00 1178 129 50 1 FALSE 0.85
colorectal cancer RAS_12-61 CCND3 Any amplification 1759 111 -0.40 -0.79 -0.03 1349.22 1.00 2244 1721 73 38 FALSE 1.41
cancer of unknown primary RAS_12-61 CCND3 Any amplification 307 52 -0.24 -0.89 0.37 1495.92 1.00 1069 297 42 10 FALSE 0.34
non-small cell lung cancer RAS_12-61 CCND3 Any amplification 1949 209 -0.54 -0.88 -0.23 1529.49 1.00 4338 1907 167 42 FALSE 2.91
melanoma RAS_12-61 CCND3 Any amplification 423 140 0.39 0.04 0.74 1484.86 1.00 1061 373 90 50 FALSE 1.54
ovarian cancer RAS_12-61 CCND3 Any amplification 188 96 -0.86 -1.68 -0.16 1375.50 1.00 1343 184 92 4 FALSE 1.54
colorectal cancer RAS_12-61 CDC73 Any amplification 1758 136 0.38 0.06 0.70 1432.20 1.00 2252 1686 64 72 FALSE 1.69
cancer of unknown primary RAS_12-61 CDC73 Any amplification 307 94 0.00 -0.53 0.48 1450.06 1.00 1035 287 74 20 FALSE 0.00
non-small cell lung cancer RAS_12-61 CDC73 Any amplification 1948 475 0.65 0.45 0.84 1567.26 1.00 4233 1738 265 210 FALSE 10.48
pancreatic cancer RAS_12-61 CDC73 Any amplification 1586 63 -0.05 -0.54 0.48 1522.14 1.00 496 1539 16 47 FALSE 0.07
melanoma RAS_12-61 CDC73 Any amplification 423 119 0.68 0.33 1.06 1458.99 1.00 1074 374 70 49 FALSE 3.56
uterine cancer RAS_12-61 CDC73 Any amplification 318 178 0.18 -0.21 0.55 1514.16 1.00 1383 283 143 35 FALSE 0.44
ovarian cancer RAS_12-61 CDC73 Any amplification 188 119 0.82 0.33 1.27 1527.61 1.00 1343 161 92 27 FALSE 3.32
hepatobiliary cancer RAS_12-61 CDC73 Any amplification 135 69 0.27 -0.35 0.90 1404.35 1.00 882 124 58 11 FALSE 0.40
bladder cancer RAS_12-61 CDC73 Any amplification 130 72 -0.55 -1.45 0.23 1425.60 1.00 1156 127 69 3 FALSE 0.70
colorectal cancer RAS_12-61 CDK4 Any amplification 1759 64 0.31 -0.18 0.78 1562.08 1.00 2287 1725 30 34 TRUE 0.70
cancer of unknown primary RAS_12-61 CDK4 Any amplification 308 74 0.58 0.09 1.06 1429.21 1.00 1062 283 49 25 TRUE 1.78
non-small cell lung cancer RAS_12-61 CDK4 Any amplification 1949 324 -0.58 -0.87 -0.31 1537.69 1.00 4245 1885 260 64 TRUE 4.24
pancreatic cancer RAS_12-61 CDK4 Any amplification 1591 68 -0.94 -1.41 -0.47 1301.69 1.00 481 1555 32 36 TRUE 3.95
melanoma RAS_12-61 CDK4 Any amplification 423 60 -0.47 -1.07 0.13 1365.97 1.00 1103 412 49 11 TRUE 0.88
uterine cancer RAS_12-61 CDK4 Any amplification 318 55 0.12 -0.55 0.76 1405.90 1.00 1483 307 44 11 TRUE 0.14
ovarian cancer RAS_12-61 CDK4 Any amplification 188 82 0.63 0.07 1.14 1507.31 1.00 1370 171 65 17 TRUE 1.64
colorectal cancer RAS_12-61 EPCAM Any amplification 1309 57 0.10 -0.41 0.60 1439.04 1.00 1693 1283 31 26 FALSE 0.16
colorectal cancer RAS_12-61 FH Any amplification 1728 121 0.38 0.03 0.72 1307.13 1.00 2222 1664 57 64 TRUE 1.47
cancer of unknown primary RAS_12-61 FH Any amplification 306 96 -0.24 -0.75 0.28 1488.67 1.00 1021 289 79 17 TRUE 0.44
non-small cell lung cancer RAS_12-61 FH Any amplification 1938 449 0.63 0.44 0.84 1547.37 1.00 4218 1741 252 197 TRUE 9.45
pancreatic cancer RAS_12-61 FH Any amplification 1580 63 -0.12 -0.64 0.41 1554.11 1.00 491 1534 17 46 TRUE 0.18
melanoma RAS_12-61 FH Any amplification 416 119 0.84 0.46 1.18 1529.93 1.00 1049 362 65 54 TRUE 4.98
uterine cancer RAS_12-61 FH Any amplification 317 171 0.36 -0.02 0.74 1504.27 1.00 1377 278 132 39 TRUE 1.24
ovarian cancer RAS_12-61 FH Any amplification 184 136 0.67 0.21 1.10 1367.61 1.00 1297 157 109 27 TRUE 2.48
hepatobiliary cancer RAS_12-61 FH Any amplification 133 68 0.56 -0.03 1.14 1325.10 1.00 873 119 54 14 TRUE 1.20
bladder cancer RAS_12-61 FH Any amplification 130 53 -0.81 -1.94 0.13 1069.73 1.01 1171 129 52 1 TRUE 0.89
colorectal cancer RAS_12-61 H3F3A Any amplification 1644 133 0.37 0.05 0.71 1662.71 1.00 2093 1574 63 70 TRUE 1.58
cancer of unknown primary RAS_12-61 H3F3A Any amplification 299 97 -0.19 -0.71 0.27 1562.54 1.00 986 281 79 18 TRUE 0.34
non-small cell lung cancer RAS_12-61 H3F3A Any amplification 1855 452 0.64 0.44 0.84 1529.92 1.00 3934 1654 251 201 TRUE 9.76
pancreatic cancer RAS_12-61 H3F3A Any amplification 1570 61 -0.05 -0.58 0.52 1469.83 1.00 472 1524 15 46 TRUE 0.07
melanoma RAS_12-61 H3F3A Any amplification 403 112 0.84 0.46 1.22 1360.40 1.00 1006 352 61 51 TRUE 4.82
uterine cancer RAS_12-61 H3F3A Any amplification 304 175 0.20 -0.19 0.57 1421.98 1.00 1266 268 139 36 TRUE 0.53
ovarian cancer RAS_12-61 H3F3A Any amplification 172 158 0.44 -0.04 0.88 1439.18 1.00 1193 146 132 26 TRUE 1.21
hepatobiliary cancer RAS_12-61 H3F3A Any amplification 124 66 0.57 -0.06 1.18 1505.70 1.00 789 110 52 14 TRUE 1.18
bladder cancer RAS_12-61 H3F3A Any amplification 124 53 -0.82 -1.93 0.10 1362.37 1.00 1083 123 52 1 TRUE 0.94
colorectal cancer RAS_12-61 HOXB13 Any amplification 1306 71 -0.48 -1.01 0.01 1531.08 1.00 1631 1284 49 22 FALSE 1.19
non-small cell lung cancer RAS_12-61 HOXB13 Any amplification 1302 66 0.17 -0.31 0.67 1425.13 1.00 2970 1278 42 24 FALSE 0.29
colorectal cancer RAS_12-61 IGF2 Any amplification 1421 66 0.08 -0.43 0.57 1405.52 1.00 1805 1391 36 30 FALSE 0.13
colorectal cancer RAS_12-61 MCL1 Any amplification 1758 162 0.24 -0.07 0.55 1607.02 1.00 2234 1678 82 80 FALSE 0.88
cancer of unknown primary RAS_12-61 MCL1 Any amplification 308 141 0.14 -0.29 0.53 1542.18 1.00 1002 274 107 34 FALSE 0.29
non-small cell lung cancer RAS_12-61 MCL1 Any amplification 1948 734 0.41 0.24 0.56 1393.30 1.00 4045 1667 453 281 FALSE 6.29
pancreatic cancer RAS_12-61 MCL1 Any amplification 1586 83 0.05 -0.43 0.53 1697.73 1.00 493 1522 19 64 FALSE 0.07
melanoma RAS_12-61 MCL1 Any amplification 423 130 0.82 0.48 1.16 1331.55 1.00 1075 365 72 58 FALSE 5.42
uterine cancer RAS_12-61 MCL1 Any amplification 318 206 0.09 -0.31 0.46 1589.38 1.00 1358 280 168 38 FALSE 0.18
ovarian cancer RAS_12-61 MCL1 Any amplification 188 240 0.28 -0.12 0.67 1428.75 1.00 1230 153 205 35 FALSE 0.79
hepatobiliary cancer RAS_12-61 MCL1 Any amplification 135 100 0.02 -0.55 0.57 1229.68 1.00 853 122 87 13 FALSE 0.02
bladder cancer RAS_12-61 MCL1 Any amplification 130 160 -1.01 -1.79 -0.33 1518.03 1.00 1070 125 155 5 FALSE 2.16
colorectal cancer RAS_12-61 MDM4 Any amplification 1759 126 0.32 -0.04 0.65 1329.74 1.00 2256 1694 61 65 TRUE 1.14
cancer of unknown primary RAS_12-61 MDM4 Any amplification 307 98 0.02 -0.46 0.50 1558.69 1.00 1034 286 77 21 TRUE 0.02
non-small cell lung cancer RAS_12-61 MDM4 Any amplification 1949 477 0.63 0.45 0.80 1412.44 1.00 4236 1741 269 208 TRUE 10.97
pancreatic cancer RAS_12-61 MDM4 Any amplification 1591 64 -0.23 -0.71 0.28 1586.90 1.00 494 1546 19 45 TRUE 0.43
melanoma RAS_12-61 MDM4 Any amplification 423 120 0.67 0.28 1.03 1450.55 1.00 1081 374 71 49 TRUE 3.37
uterine cancer RAS_12-61 MDM4 Any amplification 318 183 0.18 -0.22 0.55 1148.30 1.00 1378 282 147 36 TRUE 0.46
ovarian cancer RAS_12-61 MDM4 Any amplification 188 138 0.64 0.20 1.05 1197.82 1.00 1324 161 111 27 TRUE 2.41
hepatobiliary cancer RAS_12-61 MDM4 Any amplification 135 76 0.36 -0.29 0.92 1392.93 1.00 878 122 63 13 TRUE 0.61
bladder cancer RAS_12-61 MDM4 Any amplification 130 53 -0.57 -1.60 0.26 1591.68 1.00 1177 128 51 2 TRUE 0.64
colorectal cancer RAS_12-61 MYCN Any amplification 1759 59 -0.28 -0.80 0.20 1501.59 1.00 2280 1737 37 22 TRUE 0.58
cancer of unknown primary RAS_12-61 MYCN Any amplification 308 57 -0.09 -0.74 0.51 1455.83 1.00 1066 296 45 12 TRUE 0.12
non-small cell lung cancer RAS_12-61 MYCN Any amplification 1949 132 -0.39 -0.78 -0.01 1311.08 1.00 4403 1919 102 30 TRUE 1.32
uterine cancer RAS_12-61 MYCN Any amplification 318 83 0.26 -0.24 0.75 1530.77 1.00 1463 299 64 19 TRUE 0.51
ovarian cancer RAS_12-61 MYCN Any amplification 188 107 -0.67 -1.38 -0.01 1174.99 1.00 1334 182 101 6 TRUE 1.21
colorectal cancer RAS_12-61 NBN Any amplification 1759 482 -0.34 -0.54 -0.16 1451.48 1.00 2007 1587 310 172 TRUE 3.28
cancer of unknown primary RAS_12-61 NBN Any amplification 306 120 -0.27 -0.73 0.17 1592.14 1.00 1012 285 99 21 TRUE 0.59
non-small cell lung cancer RAS_12-61 NBN Any amplification 1949 511 0.38 0.18 0.58 1232.37 1.00 4189 1754 316 195 TRUE 3.92
pancreatic cancer RAS_12-61 NBN Any amplification 1591 81 -0.28 -0.73 0.17 1587.95 1.00 489 1534 24 57 TRUE 0.65
melanoma RAS_12-61 NBN Any amplification 423 153 -0.02 -0.39 0.36 1284.53 1.00 1037 382 112 41 TRUE 0.03
uterine cancer RAS_12-61 NBN Any amplification 318 120 -0.52 -1.10 0.00 1496.21 1.00 1418 305 107 13 TRUE 1.23
ovarian cancer RAS_12-61 NBN Any amplification 188 235 -0.03 -0.44 0.36 1425.14 1.00 1227 161 208 27 TRUE 0.06
hepatobiliary cancer RAS_12-61 NBN Any amplification 135 70 0.17 -0.47 0.77 1483.13 1.00 882 124 59 11 TRUE 0.24
bladder cancer RAS_12-61 NBN Any amplification 130 125 0.34 -0.21 0.86 1456.73 1.00 1120 113 108 17 TRUE 0.67
colorectal cancer RAS_12-61 PIM1 Any amplification 1590 79 -0.39 -0.86 0.09 1464.68 1.00 2093 1563 52 27 FALSE 0.99
non-small cell lung cancer RAS_12-61 PIM1 Any amplification 1898 163 -0.38 -0.74 -0.04 1455.56 1.00 4206 1860 125 38 FALSE 1.48
melanoma RAS_12-61 PIM1 Any amplification 374 140 0.38 0.00 0.73 1455.88 1.00 890 324 90 50 FALSE 1.45
ovarian cancer RAS_12-61 PIM1 Any amplification 175 100 -0.68 -1.49 0.01 1520.16 1.00 1259 169 94 6 FALSE 1.14
colorectal cancer RAS_12-61 RAC1 Any amplification 1392 272 -0.23 -0.49 0.02 1481.75 1.00 1637 1288 168 104 FALSE 1.16
cancer of unknown primary RAS_12-61 RAC1 Any amplification 241 66 -0.42 -0.97 0.11 1476.31 1.00 832 231 56 10 FALSE 0.88
non-small cell lung cancer RAS_12-61 RAC1 Any amplification 1387 247 -0.64 -0.97 -0.32 1485.69 1.00 3108 1343 203 44 FALSE 4.13
melanoma RAS_12-61 RAC1 Any amplification 354 89 0.07 -0.38 0.51 1577.57 1.00 911 326 61 28 FALSE 0.13
colorectal cancer RAS_12-61 RAD21 Any amplification 1505 555 -0.21 -0.40 -0.03 1434.62 1.00 1678 1293 343 212 FALSE 1.62
cancer of unknown primary RAS_12-61 RAD21 Any amplification 287 147 -0.20 -0.61 0.21 1510.57 1.00 907 259 119 28 FALSE 0.46
non-small cell lung cancer RAS_12-61 RAD21 Any amplification 1814 592 0.30 0.12 0.48 1487.68 1.00 3667 1594 372 220 FALSE 3.03
pancreatic cancer RAS_12-61 RAD21 Any amplification 1515 106 0.03 -0.38 0.46 1418.82 1.00 435 1432 23 83 FALSE 0.05
melanoma RAS_12-61 RAD21 Any amplification 361 167 -0.10 -0.45 0.26 1213.33 1.00 805 317 123 44 FALSE 0.22
uterine cancer RAS_12-61 RAD21 Any amplification 299 125 -0.47 -1.05 0.03 1354.13 1.00 1275 284 110 15 FALSE 1.10
ovarian cancer RAS_12-61 RAD21 Any amplification 163 338 -0.38 -0.80 0.01 1523.19 1.00 963 134 309 29 FALSE 1.22
hepatobiliary cancer RAS_12-61 RAD21 Any amplification 115 77 0.13 -0.48 0.72 1480.45 1.00 711 103 65 12 FALSE 0.17
bladder cancer RAS_12-61 RAD21 Any amplification 119 138 0.25 -0.29 0.75 1303.26 1.00 942 101 120 18 FALSE 0.47
colorectal cancer RAS_12-61 REL Any amplification 1758 51 -0.36 -0.85 0.14 1615.40 1.00 2284 1739 32 19 FALSE 0.77
cancer of unknown primary RAS_12-61 REL Any amplification 306 53 -0.47 -1.18 0.16 1455.13 1.00 1064 298 45 8 FALSE 0.76
non-small cell lung cancer RAS_12-61 REL Any amplification 1948 151 -0.61 -0.99 -0.24 1239.79 1.00 4376 1919 122 29 FALSE 2.88
uterine cancer RAS_12-61 REL Any amplification 318 55 0.00 -0.67 0.60 1600.14 1.00 1480 307 44 11 FALSE 0.01
ovarian cancer RAS_12-61 REL Any amplification 188 107 -0.73 -1.47 -0.08 1496.52 1.00 1334 182 101 6 FALSE 1.44
colorectal cancer RAS_12-61 RIT1 Any amplification 1309 82 0.38 -0.04 0.82 1449.81 1.00 1686 1265 38 44 FALSE 1.10
cancer of unknown primary RAS_12-61 RIT1 Any amplification 230 86 0.07 -0.41 0.59 1660.30 1.00 787 211 67 19 FALSE 0.11
non-small cell lung cancer RAS_12-61 RIT1 Any amplification 1363 302 0.57 0.33 0.81 1458.28 1.00 3053 1237 176 126 FALSE 5.46
pancreatic cancer RAS_12-61 RIT1 Any amplification 1350 57 -0.07 -0.63 0.49 1265.45 1.00 387 1307 14 43 FALSE 0.09
melanoma RAS_12-61 RIT1 Any amplification 312 79 0.52 0.06 0.96 1543.43 1.00 786 282 49 30 FALSE 1.61
uterine cancer RAS_12-61 RIT1 Any amplification 220 110 -0.03 -0.54 0.46 1523.27 1.00 983 202 92 18 FALSE 0.04
ovarian cancer RAS_12-61 RIT1 Any amplification 108 97 0.45 -0.11 0.97 1377.54 1.00 770 92 81 16 FALSE 0.98
hepatobiliary cancer RAS_12-61 RIT1 Any amplification 111 51 0.24 -0.49 0.98 1520.07 1.00 728 103 43 8 FALSE 0.28
colorectal cancer RAS_12-61 SDHA Any amplification 1663 142 -0.17 -0.50 0.16 1448.99 1.00 2095 1606 85 57 FALSE 0.53
cancer of unknown primary RAS_12-61 SDHA Any amplification 298 117 -0.96 -1.57 -0.40 1463.15 1.00 947 286 105 12 FALSE 2.91
non-small cell lung cancer RAS_12-61 SDHA Any amplification 1790 739 -0.45 -0.64 -0.26 1455.45 1.00 3543 1622 571 168 FALSE 5.73
pancreatic cancer RAS_12-61 SDHA Any amplification 1559 72 -1.32 -1.80 -0.86 1439.65 1.00 450 1526 39 33 FALSE 7.61
melanoma RAS_12-61 SDHA Any amplification 400 57 -0.44 -1.08 0.16 1364.86 1.00 1047 388 45 12 FALSE 0.79
uterine cancer RAS_12-61 SDHA Any amplification 287 53 -1.14 -2.11 -0.27 1469.89 1.00 1343 284 50 3 FALSE 1.82
ovarian cancer RAS_12-61 SDHA Any amplification 157 134 -1.21 -2.04 -0.48 1530.52 1.00 1084 152 129 5 FALSE 2.60
bladder cancer RAS_12-61 SDHA Any amplification 120 106 -0.18 -0.90 0.46 1525.47 1.00 1032 110 96 10 FALSE 0.23
colorectal cancer RAS_12-61 SRC Any amplification 1473 584 -0.54 -0.72 -0.36 1541.42 1.00 1540 1283 394 190 TRUE 7.92
non-small cell lung cancer RAS_12-61 SRC Any amplification 1708 146 -1.10 -1.59 -0.65 1511.55 1.00 3908 1690 128 18 TRUE 5.26
uterine cancer RAS_12-61 SRC Any amplification 274 63 -0.56 -1.31 0.15 1457.56 1.00 1280 267 56 7 TRUE 0.87
ovarian cancer RAS_12-61 SRC Any amplification 159 119 -0.44 -1.13 0.19 1562.63 1.00 1110 149 109 10 TRUE 0.73
bladder cancer RAS_12-61 SRC Any amplification 115 67 0.03 -0.74 0.73 1559.55 1.00 1021 107 59 8 TRUE 0.03
colorectal cancer RAS_12-61 TOP1 Any amplification 1128 114 -1.30 -1.77 -0.87 1056.26 1.00 1357 1107 93 21 FALSE 7.48
colorectal cancer RAS_12-61 VEGFA Any amplification 1336 73 -0.33 -0.76 0.10 1474.38 1.00 1670 1310 47 26 FALSE 0.84
non-small cell lung cancer RAS_12-61 VEGFA Any amplification 1312 122 -0.39 -0.80 0.00 1368.22 1.00 2945 1285 95 27 FALSE 1.25
melanoma RAS_12-61 VEGFA Any amplification 348 79 0.33 -0.11 0.77 1479.33 1.00 895 320 51 28 FALSE 0.82
colorectal cancer RAS_12-61 XRCC2 Any amplification 1306 172 -0.07 -0.38 0.23 1561.11 1.00 1581 1233 99 73 FALSE 0.18
non-small cell lung cancer RAS_12-61 XRCC2 Any amplification 1302 120 -0.60 -1.04 -0.21 1412.93 1.00 2914 1280 98 22 FALSE 2.22
melanoma RAS_12-61 XRCC2 Any amplification 341 69 -0.13 -0.65 0.36 1520.05 1.00 863 323 51 18 FALSE 0.22
colorectal cancer RAS_12-61 RUNX1T1 Any amplification 462 261 -0.52 -0.82 -0.23 1417.23 1.00 392 372 171 90 FALSE 3.37
cancer of unknown primary RAS_12-61 RUNX1T1 Any amplification 68 74 -0.29 -0.92 0.31 1622.46 1.00 237 57 63 11 FALSE 0.44
non-small cell lung cancer RAS_12-61 RUNX1T1 Any amplification 317 189 0.47 0.16 0.79 1655.30 1.00 567 238 110 79 FALSE 2.54
melanoma RAS_12-61 RUNX1T1 Any amplification 121 64 -0.05 -0.58 0.49 1564.51 1.00 268 103 46 18 FALSE 0.06
colorectal cancer RAS_12-61 ZNF217 Any amplification 799 938 -0.43 -0.60 -0.25 1742.10 1.00 458 441 580 358 FALSE 5.43
cancer of unknown primary RAS_12-61 ZNF217 Any amplification 134 108 -0.50 -1.06 0.03 1463.47 1.00 422 118 92 16 FALSE 1.21
non-small cell lung cancer RAS_12-61 ZNF217 Any amplification 869 269 -0.75 -1.07 -0.44 1410.21 1.00 1626 817 217 52 FALSE 5.47
pancreatic cancer RAS_12-61 ZNF217 Any amplification 434 74 -0.57 -1.03 -0.11 1505.37 1.00 156 391 31 43 FALSE 1.79
melanoma RAS_12-61 ZNF217 Any amplification 183 87 0.18 -0.30 0.62 1468.82 1.00 405 154 58 29 FALSE 0.35
uterine cancer RAS_12-61 ZNF217 Any amplification 144 99 -0.88 -1.57 -0.29 1431.35 1.00 551 135 90 9 FALSE 2.07
ovarian cancer RAS_12-61 ZNF217 Any amplification 113 264 -1.04 -1.61 -0.55 1329.55 1.00 555 98 249 15 FALSE 3.86
bladder cancer RAS_12-61 ZNF217 Any amplification 61 99 -0.40 -1.12 0.28 1457.15 1.00 461 53 91 8 FALSE 0.55
colorectal cancer RAS_12-61 PIK3C2B Any amplification 769 130 0.39 0.04 0.74 1443.77 1.00 940 700 61 69 FALSE 1.53
cancer of unknown primary RAS_12-61 PIK3C2B Any amplification 133 93 0.19 -0.32 0.66 1307.24 1.00 434 111 71 22 FALSE 0.34
non-small cell lung cancer RAS_12-61 PIK3C2B Any amplification 859 452 0.61 0.41 0.82 1419.77 1.00 1562 660 253 199 FALSE 8.46
pancreatic cancer RAS_12-61 PIK3C2B Any amplification 428 61 0.29 -0.26 0.85 1422.26 1.00 168 382 15 46 FALSE 0.49
melanoma RAS_12-61 PIK3C2B Any amplification 176 107 0.78 0.40 1.16 1519.79 1.00 372 129 60 47 FALSE 4.03
uterine cancer RAS_12-61 PIK3C2B Any amplification 143 169 -0.01 -0.44 0.43 1538.87 1.00 488 112 138 31 FALSE 0.01
ovarian cancer RAS_12-61 PIK3C2B Any amplification 109 122 0.70 0.23 1.18 1474.78 1.00 679 83 96 26 FALSE 2.34
bladder cancer RAS_12-61 PIK3C2B Any amplification 61 54 -0.84 -1.97 0.14 1260.84 1.00 497 60 53 1 FALSE 0.93
colorectal cancer RAS_12-61 PRSS1 Any amplification 432 153 -0.10 -0.43 0.21 1465.52 1.00 439 366 87 66 TRUE 0.27
non-small cell lung cancer RAS_12-61 PRSS1 Any amplification 307 105 -0.57 -1.04 -0.16 1525.13 1.00 565 286 84 21 TRUE 2.00
melanoma RAS_12-61 PRSS1 Any amplification 114 56 -0.10 -0.60 0.44 1324.95 1.00 245 97 39 17 TRUE 0.15
colorectal cancer RAS_12-61 RSPO2 Any amplification 432 268 -0.40 -0.69 -0.12 1566.03 1.00 358 332 168 100 FALSE 2.29
cancer of unknown primary RAS_12-61 RSPO2 Any amplification 67 78 -0.29 -0.92 0.28 1394.64 1.00 225 55 66 12 FALSE 0.46
non-small cell lung cancer RAS_12-61 RSPO2 Any amplification 307 214 0.50 0.19 0.81 1469.33 1.00 524 218 125 89 FALSE 2.74
pancreatic cancer RAS_12-61 RSPO2 Any amplification 241 53 0.18 -0.42 0.78 1476.32 1.00 85 201 13 40 FALSE 0.26
melanoma RAS_12-61 RSPO2 Any amplification 114 60 -0.14 -0.74 0.37 1329.63 1.00 240 98 44 16 FALSE 0.20
colorectal cancer RAS_12-61 CDK5 Any amplification 337 187 -0.28 -0.61 0.04 1323.54 1.00 356 269 119 68 FALSE 1.02
non-small cell lung cancer RAS_12-61 CDK5 Any amplification 552 230 -0.43 -0.74 -0.11 1417.60 1.00 993 495 173 57 FALSE 2.20
melanoma RAS_12-61 CDK5 Any amplification 62 64 -0.51 -1.19 0.08 1467.90 1.00 98 48 50 14 FALSE 1.01
ovarian cancer RAS_12-61 CDK5 Any amplification 71 95 -0.92 -1.67 -0.26 1575.27 1.00 416 66 90 5 FALSE 1.92
colorectal cancer RAS_12-61 EXT1 Any amplification 631 537 -0.24 -0.45 -0.02 1530.55 1.00 535 426 332 205 TRUE 1.48
cancer of unknown primary RAS_12-61 EXT1 Any amplification 121 143 -0.16 -0.60 0.29 1396.39 1.00 350 94 116 27 TRUE 0.30
non-small cell lung cancer RAS_12-61 EXT1 Any amplification 819 554 0.28 0.09 0.47 1472.97 1.00 1332 609 344 210 TRUE 2.23
pancreatic cancer RAS_12-61 EXT1 Any amplification 377 97 0.27 -0.17 0.73 1483.17 1.00 132 303 23 74 TRUE 0.62
melanoma RAS_12-61 EXT1 Any amplification 134 129 -0.29 -0.71 0.14 1382.66 1.00 203 100 95 34 TRUE 0.70
uterine cancer RAS_12-61 EXT1 Any amplification 138 119 -0.50 -1.06 0.01 1414.97 1.00 498 123 104 15 TRUE 1.16
ovarian cancer RAS_12-61 EXT1 Any amplification 100 305 -0.57 -1.05 -0.14 1615.38 1.00 443 74 279 26 TRUE 1.91
bladder cancer RAS_12-61 EXT1 Any amplification 56 124 0.33 -0.27 0.89 1472.55 1.00 374 38 106 18 TRUE 0.58
colorectal cancer RAS_12-61 FKBP9 Any amplification 337 266 -0.60 -0.93 -0.32 1483.86 1.00 292 254 183 83 FALSE 3.96
cancer of unknown primary RAS_12-61 FKBP9 Any amplification 66 53 -0.19 -0.87 0.48 1524.73 1.00 174 53 40 13 FALSE 0.24
non-small cell lung cancer RAS_12-61 FKBP9 Any amplification 552 326 -0.66 -0.94 -0.38 1599.10 1.00 910 482 256 70 FALSE 5.30
colorectal cancer RAS_12-61 GLI3 Any amplification 337 238 -0.53 -0.84 -0.21 1466.76 1.00 314 260 161 77 FALSE 3.07
non-small cell lung cancer RAS_12-61 GLI3 Any amplification 552 312 -0.64 -0.94 -0.38 1507.44 1.00 922 484 244 68 FALSE 5.15
colorectal cancer RAS_12-61 PTK2 Any amplification 337 262 -0.11 -0.40 0.18 1516.40 1.00 316 234 159 103 FALSE 0.34
non-small cell lung cancer RAS_12-61 PTK2 Any amplification 552 343 0.06 -0.19 0.30 1717.92 1.00 938 437 228 115 FALSE 0.18
melanoma RAS_12-61 PTK2 Any amplification 62 71 -0.09 -0.64 0.45 1565.82 1.00 97 42 51 20 FALSE 0.13
uterine cancer RAS_12-61 PTK2 Any amplification 94 81 -0.34 -0.92 0.23 1590.57 1.00 342 82 69 12 FALSE 0.62
ovarian cancer RAS_12-61 PTK2 Any amplification 71 221 -0.43 -0.92 0.03 1653.12 1.00 306 50 200 21 FALSE 1.12
colorectal cancer RAS_12-61 INSIG1 Any amplification 272 163 -0.26 -0.62 0.08 1224.10 1.00 274 211 102 61 FALSE 0.88
non-small cell lung cancer RAS_12-61 INSIG1 Any amplification 404 194 -0.57 -0.91 -0.22 1278.56 1.00 661 359 149 45 FALSE 3.01
colorectal cancer RAS_12-61 NPRL3 Any amplification 272 55 -0.11 -0.65 0.46 1187.04 1.00 345 248 31 24 FALSE 0.16
non-small cell lung cancer RAS_12-61 NPRL3 Any amplification 404 96 -0.84 -1.44 -0.35 1390.80 1.00 730 388 80 16 FALSE 2.55
colorectal cancer RAS_12-61 CDH4 Any amplification 566 407 -0.15 -0.38 0.08 1418.29 1.00 523 404 245 162 FALSE 0.67
cancer of unknown primary RAS_12-61 CDH4 Any amplification 113 74 -0.54 -1.21 0.07 1324.72 1.00 353 102 63 11 FALSE 1.00
non-small cell lung cancer RAS_12-61 CDH4 Any amplification 671 103 -0.52 -0.99 -0.10 1514.53 1.00 1242 646 78 25 FALSE 1.75
ovarian cancer RAS_12-61 CDH4 Any amplification 73 77 -0.93 -1.89 -0.15 1599.70 1.00 456 69 73 4 FALSE 1.47
colorectal cancer RAS_12-61 EGLN1 Any amplification 294 68 0.44 -0.04 0.90 1408.85 1.00 361 257 31 37 FALSE 1.21
cancer of unknown primary RAS_12-61 EGLN1 Any amplification 55 61 0.04 -0.60 0.62 1649.30 1.00 201 45 51 10 FALSE 0.05
non-small cell lung cancer RAS_12-61 EGLN1 Any amplification 267 190 0.74 0.42 1.09 1418.49 1.00 411 176 99 91 FALSE 5.10
melanoma RAS_12-61 EGLN1 Any amplification 72 53 0.60 0.06 1.15 1469.98 1.00 120 49 30 23 FALSE 1.51
colorectal cancer RAS_12-61 EXO1 Any amplification 294 65 0.41 -0.05 0.87 1447.94 1.00 362 259 30 35 FALSE 1.08
cancer of unknown primary RAS_12-61 EXO1 Any amplification 55 61 0.03 -0.69 0.66 1470.47 1.00 201 45 51 10 FALSE 0.03
non-small cell lung cancer RAS_12-61 EXO1 Any amplification 267 191 0.70 0.36 1.03 1471.17 1.00 409 177 101 90 FALSE 4.60
melanoma RAS_12-61 EXO1 Any amplification 72 61 0.70 0.14 1.24 1291.77 1.00 116 45 34 27 FALSE 1.94
colorectal cancer RAS_12-61 GBA Any amplification 294 71 0.47 0.04 0.94 1418.36 1.00 360 255 32 39 FALSE 1.37
cancer of unknown primary RAS_12-61 GBA Any amplification 55 72 0.29 -0.27 0.87 1385.79 1.00 195 40 57 15 FALSE 0.50
non-small cell lung cancer RAS_12-61 GBA Any amplification 267 249 0.73 0.41 1.04 1558.84 1.00 375 153 135 114 FALSE 5.25
melanoma RAS_12-61 GBA Any amplification 72 60 0.56 0.02 1.11 1456.00 1.00 115 47 35 25 FALSE 1.37
colorectal cancer RAS_12-61 JAZF1 Any amplification 350 253 -0.34 -0.64 -0.07 1367.91 1.00 289 254 157 96 FALSE 1.68
cancer of unknown primary RAS_12-61 JAZF1 Any amplification 58 60 -0.34 -1.02 0.30 1398.58 1.00 209 48 50 10 FALSE 0.52
non-small cell lung cancer RAS_12-61 JAZF1 Any amplification 284 208 -1.09 -1.52 -0.73 1445.52 1.00 399 251 175 33 FALSE 7.53
melanoma RAS_12-61 JAZF1 Any amplification 72 62 -0.06 -0.63 0.51 1441.25 1.00 112 51 41 21 FALSE 0.08
colorectal cancer RAS_12-61 MAFB Any amplification 294 414 -0.33 -0.64 -0.03 1394.50 1.00 141 131 251 163 FALSE 1.46
cancer of unknown primary RAS_12-61 MAFB Any amplification 56 69 -0.53 -1.29 0.16 1482.24 1.00 194 47 60 9 FALSE 0.81
non-small cell lung cancer RAS_12-61 MAFB Any amplification 267 78 -0.50 -1.07 0.01 1516.21 1.00 452 247 58 20 FALSE 1.15
colorectal cancer RAS_12-61 PAXIP1 Any amplification 294 175 -0.12 -0.46 0.21 1497.63 1.00 290 221 102 73 FALSE 0.33
non-small cell lung cancer RAS_12-61 PAXIP1 Any amplification 267 115 -0.90 -1.38 -0.47 1563.81 1.00 415 247 95 20 FALSE 3.89
melanoma RAS_12-61 PAXIP1 Any amplification 72 64 -0.35 -0.87 0.16 1281.19 1.00 104 54 46 18 FALSE 0.70
colorectal cancer RAS_12-61 POT1 Any amplification 294 158 -0.17 -0.50 0.17 1517.07 1.00 298 230 94 64 TRUE 0.49
non-small cell lung cancer RAS_12-61 POT1 Any amplification 267 108 -0.87 -1.38 -0.43 1433.65 1.00 421 248 89 19 TRUE 3.59
melanoma RAS_12-61 POT1 Any amplification 72 62 -0.29 -0.82 0.26 1475.18 1.00 106 54 44 18 TRUE 0.55
colorectal cancer RAS_12-61 PTPN14 Any amplification 294 74 0.41 -0.03 0.81 1404.54 1.00 357 255 35 39 FALSE 1.24
cancer of unknown primary RAS_12-61 PTPN14 Any amplification 55 64 0.35 -0.22 0.92 1481.74 1.00 202 41 50 14 FALSE 0.64
non-small cell lung cancer RAS_12-61 PTPN14 Any amplification 267 186 0.81 0.49 1.12 1592.17 1.00 416 175 94 92 FALSE 6.31
melanoma RAS_12-61 PTPN14 Any amplification 72 55 0.51 -0.02 1.02 1613.39 1.00 117 50 33 22 FALSE 1.22
colorectal cancer RAS_12-61 RAD54B Any amplification 294 260 -0.39 -0.70 -0.10 1258.23 1.00 227 199 165 95 FALSE 1.87
cancer of unknown primary RAS_12-61 RAD54B Any amplification 55 82 -0.44 -1.06 0.13 1399.56 1.00 181 44 71 11 FALSE 0.79
non-small cell lung cancer RAS_12-61 RAD54B Any amplification 267 197 0.30 -0.01 0.61 1562.19 1.00 392 188 118 79 FALSE 1.19
pancreatic cancer RAS_12-61 RAD54B Any amplification 190 52 0.14 -0.46 0.77 1514.04 1.00 58 150 12 40 FALSE 0.19
melanoma RAS_12-61 RAD54B Any amplification 72 60 -0.26 -0.85 0.31 1425.45 1.00 107 55 43 17 FALSE 0.41
colorectal cancer RAS_12-61 RHOT1 Any amplification 294 53 -0.36 -0.92 0.14 1418.48 1.00 356 277 36 17 FALSE 0.73
non-small cell lung cancer RAS_12-61 RHOT1 Any amplification 267 53 -0.08 -0.59 0.48 1449.93 1.00 476 248 34 19 FALSE 0.12
colorectal cancer RAS_12-61 RINT1 Any amplification 294 171 -0.09 -0.42 0.24 1604.76 1.00 292 223 100 71 FALSE 0.22
cancer of unknown primary RAS_12-61 RINT1 Any amplification 55 52 -0.26 -0.91 0.35 1489.97 1.00 209 46 43 9 FALSE 0.39
non-small cell lung cancer RAS_12-61 RINT1 Any amplification 267 118 -0.77 -1.22 -0.35 1152.82 1.00 415 244 95 23 FALSE 3.24
melanoma RAS_12-61 RINT1 Any amplification 72 55 -0.22 -0.77 0.35 1537.71 1.00 111 56 39 16 FALSE 0.37
colorectal cancer RAS_12-61 SLC25A13 Any amplification 294 178 -0.09 -0.42 0.26 1388.63 1.00 288 220 104 74 FALSE 0.22
cancer of unknown primary RAS_12-61 SLC25A13 Any amplification 55 64 -0.27 -0.85 0.34 1474.52 1.00 199 44 53 11 FALSE 0.44
non-small cell lung cancer RAS_12-61 SLC25A13 Any amplification 267 129 -0.87 -1.32 -0.46 1465.92 1.00 404 244 106 23 FALSE 3.99
melanoma RAS_12-61 SLC25A13 Any amplification 72 60 -0.21 -0.75 0.33 1481.22 1.00 108 54 42 18 FALSE 0.35
colorectal cancer RAS_12-61 SMARCE1 Any amplification 294 55 -0.50 -1.09 0.04 1415.56 1.00 353 278 39 16 FALSE 1.10
non-small cell lung cancer RAS_12-61 SMARCE1 Any amplification 267 52 -0.18 -0.74 0.37 1423.22 1.00 476 249 34 18 FALSE 0.28
colorectal cancer RAS_12-61 UBE2T Any amplification 294 72 0.39 -0.03 0.82 1436.11 1.00 358 256 34 38 FALSE 1.09
cancer of unknown primary RAS_12-61 UBE2T Any amplification 55 62 0.28 -0.31 0.84 1501.77 1.00 203 42 49 13 FALSE 0.46
non-small cell lung cancer RAS_12-61 UBE2T Any amplification 267 197 0.74 0.41 1.04 1539.13 1.00 407 173 103 94 FALSE 5.32
melanoma RAS_12-61 UBE2T Any amplification 72 56 0.38 -0.18 0.92 1391.43 1.00 115 51 35 21 FALSE 0.73
colorectal cancer RAS_12-61 RTEL1 Any amplification 492 61 -0.75 -1.33 -0.16 781.21 1.01 596 475 44 17 FALSE 1.77
colorectal cancer RAS_12-61 TCEB1 Any amplification 1168 253 -0.30 -0.57 -0.05 1576.97 1.00 1385 1076 161 92 FALSE 1.60
cancer of unknown primary RAS_12-61 TCEB1 Any amplification 221 84 -0.33 -0.91 0.21 1657.22 1.00 740 207 70 14 FALSE 0.59
non-small cell lung cancer RAS_12-61 TCEB1 Any amplification 1262 200 0.52 0.24 0.78 1066.05 1.00 2758 1177 115 85 FALSE 3.53
pancreatic cancer RAS_12-61 TCEB1 Any amplification 1327 51 -0.32 -0.87 0.24 1354.38 1.00 359 1290 14 37 FALSE 0.60
melanoma RAS_12-61 TCEB1 Any amplification 299 84 0.09 -0.39 0.54 1676.01 1.00 721 274 59 25 FALSE 0.14
ovarian cancer RAS_12-61 TCEB1 Any amplification 92 84 -0.45 -1.26 0.26 1619.50 1.00 688 86 78 6 FALSE 0.61
colorectal cancer RAS_12-61 PVRL4 Any amplification 294 84 0.31 -0.10 0.73 1532.08 1.00 350 252 42 42 FALSE 0.84
cancer of unknown primary RAS_12-61 PVRL4 Any amplification 55 77 0.42 -0.13 0.98 1534.34 1.00 193 37 59 18 FALSE 0.86
non-small cell lung cancer RAS_12-61 PVRL4 Any amplification 267 263 0.71 0.41 1.02 1759.09 1.00 366 148 144 119 FALSE 5.41
melanoma RAS_12-61 PVRL4 Any amplification 72 55 0.53 0.00 1.08 1453.07 1.00 118 49 32 23 FALSE 1.24
cancer of unknown primary RAS_12-61 FOXL2 Any amplification 241 53 -0.57 -1.27 0.14 1067.65 1.00 852 233 45 8 FALSE 0.97
non-small cell lung cancer RAS_12-61 FOXL2 Any amplification 1397 115 -0.85 -1.33 -0.40 1438.54 1.00 3242 1379 97 18 FALSE 3.39
ovarian cancer RAS_12-61 FOXL2 Any amplification 117 71 -0.83 -1.74 -0.03 1493.98 1.00 862 113 67 4 FALSE 1.22
cancer of unknown primary RAS_12-61 XPO1 Any amplification 307 51 -0.48 -1.15 0.18 1537.77 1.00 1068 299 43 8 FALSE 0.83
non-small cell lung cancer RAS_12-61 XPO1 Any amplification 1949 149 -0.60 -0.97 -0.22 1358.98 1.00 4385 1920 120 29 FALSE 2.80
uterine cancer RAS_12-61 XPO1 Any amplification 318 68 -0.28 -0.91 0.31 1540.12 1.00 1468 307 57 11 FALSE 0.44
ovarian cancer RAS_12-61 XPO1 Any amplification 188 111 -0.76 -1.45 -0.14 1575.22 1.00 1330 182 105 6 FALSE 1.63
non-small cell lung cancer RAS_12-61 DCUN1D1 Any amplification 1079 64 -7.55 -16.82 -2.81 1042.59 1.00 2591 1079 64 0 FALSE 0.87
non-small cell lung cancer RAS_12-61 EED Any amplification 1483 58 -0.90 -1.66 -0.22 1325.65 1.00 3416 1474 49 9 FALSE 1.84
non-small cell lung cancer RAS_12-61 ERCC3 Any amplification 1898 75 -0.15 -0.63 0.34 1421.80 1.00 4277 1877 54 21 TRUE 0.25
non-small cell lung cancer RAS_12-61 TRAF7 Any amplification 1346 92 -0.92 -1.57 -0.35 1029.34 1.00 3087 1332 78 14 FALSE 2.63
non-small cell lung cancer RAS_12-61 BCORL1 Any amplification 869 68 -0.46 -1.09 0.10 1307.51 1.00 1791 853 52 16 FALSE 0.90
non-small cell lung cancer RAS_12-61 TERC Any amplification 444 205 -1.47 -1.92 -1.04 1456.86 1.00 767 421 182 23 FALSE 10.03
uterine cancer RAS_12-61 TERC Any amplification 69 60 -1.19 -2.04 -0.39 1418.43 1.00 259 64 55 5 FALSE 2.28
ovarian cancer RAS_12-61 TERC Any amplification 53 170 -1.38 -2.07 -0.70 1526.37 1.00 205 44 161 9 FALSE 4.08
non-small cell lung cancer RAS_12-61 CDK2 Any amplification 553 56 0.16 -0.38 0.70 1551.04 1.00 1137 533 36 20 FALSE 0.24
ovarian cancer RAS_12-61 CDK2 Any amplification 71 60 0.48 -0.25 1.16 1348.43 1.00 457 60 49 11 FALSE 0.73
non-small cell lung cancer RAS_12-61 CRTC2 Any amplification 552 321 0.45 0.20 0.68 1520.24 1.00 975 422 191 130 FALSE 3.45
melanoma RAS_12-61 CRTC2 Any amplification 62 53 0.84 0.32 1.40 1472.34 1.00 120 37 28 25 FALSE 2.58
uterine cancer RAS_12-61 CRTC2 Any amplification 94 97 0.10 -0.42 0.59 1375.13 1.00 332 76 79 18 FALSE 0.16
ovarian cancer RAS_12-61 CRTC2 Any amplification 71 85 0.06 -0.55 0.61 1503.72 1.00 431 61 75 10 FALSE 0.08
non-small cell lung cancer RAS_12-61 GLI2 Any amplification 836 91 -0.19 -0.67 0.26 1347.29 1.00 1675 810 65 26 FALSE 0.38
non-small cell lung cancer RAS_12-61 GPC3 Any amplification 819 76 -0.73 -1.33 -0.17 1553.34 1.00 1615 804 61 15 TRUE 1.97
non-small cell lung cancer RAS_12-61 PHF6 Any amplification 819 80 -0.70 -1.29 -0.14 760.30 1.00 1612 803 64 16 FALSE 1.77
non-small cell lung cancer RAS_12-61 TCF7L1 Any amplification 569 56 -0.70 -1.23 -0.01 7.92 1.17 1186 557 44 12 FALSE 1.32
non-small cell lung cancer RAS_12-61 DKC1 Any amplification 267 58 -0.90 -1.63 -0.26 1298.44 1.00 463 256 47 11 FALSE 1.94
non-small cell lung cancer RAS_12-61 EME1 Any amplification 267 68 0.23 -0.28 0.73 1194.97 1.00 469 240 41 27 FALSE 0.43
non-small cell lung cancer RAS_12-61 HFE Any amplification 267 66 -0.60 -1.15 -0.07 1535.59 1.00 459 252 51 15 FALSE 1.48
melanoma RAS_12-61 HFE Any amplification 72 81 0.55 -0.04 1.13 1562.20 1.00 102 39 48 33 FALSE 1.21
non-small cell lung cancer RAS_12-61 ID4 Any amplification 267 83 -0.28 -0.78 0.21 1582.15 1.00 451 243 59 24 FALSE 0.55
melanoma RAS_12-61 ID4 Any amplification 72 87 0.56 0.02 1.10 1460.34 1.00 98 37 52 35 FALSE 1.33
non-small cell lung cancer RAS_12-61 MUS81 Any amplification 267 59 -0.32 -0.87 0.24 539.52 1.03 468 250 42 17 FALSE 0.60
non-small cell lung cancer RAS_12-61 NFKBIE Any amplification 267 90 -0.40 -0.87 0.07 1410.92 1.00 444 243 66 24 FALSE 0.98
melanoma RAS_12-61 NFKBIE Any amplification 72 73 0.09 -0.49 0.68 1448.37 1.00 102 47 48 25 FALSE 0.13
non-small cell lung cancer RAS_12-61 NTHL1 Any amplification 842 114 -0.41 -0.88 0.03 114.88 1.03 1830 816 88 26 FALSE 1.10
non-small cell lung cancer RAS_12-61 POLH Any amplification 267 94 -0.53 -1.04 -0.07 1528.54 1.00 439 244 71 23 TRUE 1.54
melanoma RAS_12-61 POLH Any amplification 72 73 0.07 -0.49 0.62 1446.10 1.00 102 47 48 25 TRUE 0.10
non-small cell lung cancer RAS_12-61 RELA Any amplification 267 59 -0.38 -1.00 0.17 1161.01 1.00 467 251 43 16 FALSE 0.67
non-small cell lung cancer RAS_12-61 RNF8 Any amplification 267 82 -0.32 -0.81 0.17 1508.94 1.00 451 244 59 23 FALSE 0.69
melanoma RAS_12-61 RNF8 Any amplification 72 80 0.40 -0.18 0.93 1452.14 1.00 101 41 49 31 FALSE 0.81
non-small cell lung cancer RAS_12-61 TAZ Any amplification 267 62 -0.37 -0.93 0.18 1096.43 1.00 465 250 45 17 FALSE 0.70
non-small cell lung cancer RAS_12-61 BRE Any amplification 267 53 -0.33 -0.99 0.28 1472.11 1.00 472 252 38 15 FALSE 0.51
non-small cell lung cancer RAS_12-61 HIST1H3B Any amplification 1347 74 -0.33 -0.86 0.18 1723.71 1.00 3115 1330 57 17 FALSE 0.68
melanoma RAS_12-61 HIST1H3B Any amplification 312 91 0.58 0.15 1.00 1422.34 1.00 782 276 55 36 FALSE 2.09
non-small cell lung cancer RAS_12-61 HIST1H3C Any amplification 1262 71 -0.39 -0.96 0.16 1559.93 1.00 2818 1246 55 16 FALSE 0.78
melanoma RAS_12-61 HIST1H3C Any amplification 299 87 0.61 0.16 1.05 1437.77 1.00 728 264 52 35 FALSE 2.17
colorectal cancer KRAS_12-61 AKT3 Any amplification 1590 109 0.45 0.09 0.84 1280.26 1.00 2432 1535 54 55 FALSE 1.79
cancer of unknown primary KRAS_12-61 AKT3 Any amplification 277 93 -0.14 -0.69 0.36 1234.78 1.00 1064 261 77 16 FALSE 0.22
non-small cell lung cancer KRAS_12-61 AKT3 Any amplification 1891 449 0.60 0.42 0.80 1453.79 1.00 4303 1702 260 189 FALSE 9.00
pancreatic cancer KRAS_12-61 AKT3 Any amplification 1578 59 -0.24 -0.74 0.28 1386.28 1.00 508 1537 18 41 FALSE 0.43
uterine cancer KRAS_12-61 AKT3 Any amplification 280 174 0.49 0.09 0.89 1512.89 1.00 1429 242 136 38 FALSE 1.84
ovarian cancer KRAS_12-61 AKT3 Any amplification 160 132 0.61 0.10 1.09 1606.60 1.00 1353 138 110 22 FALSE 1.83
hepatobiliary cancer KRAS_12-61 AKT3 Any amplification 111 69 0.36 -0.34 1.01 1529.48 1.00 906 101 59 10 FALSE 0.51
colorectal cancer KRAS_12-61 CCND3 Any amplification 1590 111 -0.45 -0.85 -0.06 1428.86 1.00 2408 1557 78 33 FALSE 1.58
cancer of unknown primary KRAS_12-61 CCND3 Any amplification 277 52 -0.30 -0.97 0.35 1408.82 1.00 1098 268 43 9 FALSE 0.42
non-small cell lung cancer KRAS_12-61 CCND3 Any amplification 1891 209 -0.52 -0.86 -0.21 1448.47 1.00 4396 1849 167 42 FALSE 2.71
ovarian cancer KRAS_12-61 CCND3 Any amplification 160 96 -0.81 -1.70 -0.07 1275.33 1.00 1371 156 92 4 FALSE 1.30
colorectal cancer KRAS_12-61 CDC73 Any amplification 1589 136 0.40 0.06 0.72 1416.34 1.00 2416 1522 69 67 FALSE 1.74
cancer of unknown primary KRAS_12-61 CDC73 Any amplification 277 94 0.06 -0.47 0.53 1305.12 1.00 1064 258 75 19 FALSE 0.09
non-small cell lung cancer KRAS_12-61 CDC73 Any amplification 1891 475 0.66 0.48 0.86 1518.50 1.00 4286 1685 269 206 FALSE 11.55
pancreatic cancer KRAS_12-61 CDC73 Any amplification 1573 63 -0.16 -0.66 0.33 1506.71 1.00 507 1528 18 45 FALSE 0.27
uterine cancer KRAS_12-61 CDC73 Any amplification 280 178 0.30 -0.12 0.66 1457.09 1.00 1420 246 144 34 FALSE 0.88
ovarian cancer KRAS_12-61 CDC73 Any amplification 160 119 0.74 0.26 1.22 1455.05 1.00 1366 138 97 22 FALSE 2.67
hepatobiliary cancer KRAS_12-61 CDC73 Any amplification 111 69 -0.02 -0.82 0.66 1552.90 1.00 902 104 62 7 FALSE 0.02
colorectal cancer KRAS_12-61 CDK4 Any amplification 1590 64 0.45 0.00 0.92 1144.61 1.00 2455 1557 31 33 TRUE 1.24
cancer of unknown primary KRAS_12-61 CDK4 Any amplification 278 74 0.73 0.24 1.20 1550.67 1.00 1092 253 49 25 TRUE 2.46
non-small cell lung cancer KRAS_12-61 CDK4 Any amplification 1891 324 -0.58 -0.85 -0.30 1448.46 1.00 4301 1829 262 62 TRUE 4.37
pancreatic cancer KRAS_12-61 CDK4 Any amplification 1578 68 -0.90 -1.36 -0.41 1661.02 1.00 494 1542 32 36 TRUE 3.84
uterine cancer KRAS_12-61 CDK4 Any amplification 280 55 0.28 -0.43 0.91 1300.55 1.00 1521 269 44 11 TRUE 0.38
ovarian cancer KRAS_12-61 CDK4 Any amplification 160 82 0.85 0.25 1.39 1595.26 1.00 1398 143 65 17 TRUE 2.48
colorectal cancer KRAS_12-61 EPCAM Any amplification 1187 57 0.26 -0.26 0.78 1306.93 1.00 1815 1161 31 26 FALSE 0.48
colorectal cancer KRAS_12-61 FH Any amplification 1563 121 0.42 0.08 0.75 1435.21 1.00 2383 1503 61 60 TRUE 1.77
cancer of unknown primary KRAS_12-61 FH Any amplification 277 96 -0.17 -0.73 0.35 1431.87 1.00 1049 261 80 16 TRUE 0.28
non-small cell lung cancer KRAS_12-61 FH Any amplification 1882 449 0.64 0.44 0.83 1420.40 1.00 4270 1689 256 193 TRUE 9.86
pancreatic cancer KRAS_12-61 FH Any amplification 1567 63 -0.16 -0.66 0.39 1528.59 1.00 503 1522 18 45 TRUE 0.25
uterine cancer KRAS_12-61 FH Any amplification 280 171 0.49 0.12 0.84 1423.63 1.00 1413 242 133 38 TRUE 2.02
ovarian cancer KRAS_12-61 FH Any amplification 157 136 0.58 0.07 1.04 1336.62 1.00 1319 135 114 22 TRUE 1.70
hepatobiliary cancer KRAS_12-61 FH Any amplification 109 68 0.38 -0.29 0.98 1449.70 1.00 893 99 58 10 TRUE 0.62
colorectal cancer KRAS_12-61 H3F3A Any amplification 1483 133 0.39 0.06 0.72 1377.05 1.00 2249 1418 68 65 TRUE 1.67
cancer of unknown primary KRAS_12-61 H3F3A Any amplification 272 97 -0.14 -0.68 0.37 1521.07 1.00 1012 255 80 17 TRUE 0.22
non-small cell lung cancer KRAS_12-61 H3F3A Any amplification 1802 452 0.64 0.44 0.84 1646.66 1.00 3983 1605 255 197 TRUE 9.85
pancreatic cancer KRAS_12-61 H3F3A Any amplification 1557 61 -0.09 -0.59 0.44 1498.40 1.00 484 1512 16 45 TRUE 0.14
uterine cancer KRAS_12-61 H3F3A Any amplification 267 175 0.33 -0.06 0.70 1165.04 1.00 1302 232 140 35 TRUE 1.03
ovarian cancer KRAS_12-61 H3F3A Any amplification 147 158 0.29 -0.22 0.79 1585.51 1.00 1212 127 138 20 TRUE 0.60
hepatobiliary cancer KRAS_12-61 H3F3A Any amplification 102 66 0.38 -0.30 1.01 1466.15 1.00 807 92 56 10 TRUE 0.57
colorectal cancer KRAS_12-61 HOXB13 Any amplification 1177 71 -0.35 -0.88 0.14 1467.19 1.00 1759 1156 50 21 FALSE 0.75
non-small cell lung cancer KRAS_12-61 HOXB13 Any amplification 1270 66 0.19 -0.30 0.68 1521.25 1.00 3002 1246 42 24 FALSE 0.35
colorectal cancer KRAS_12-61 IGF2 Any amplification 1284 66 0.00 -0.53 0.49 710.98 1.00 1938 1258 40 26 FALSE 0.00
colorectal cancer KRAS_12-61 MCL1 Any amplification 1589 162 0.26 -0.04 0.56 1528.62 1.00 2397 1515 88 74 FALSE 1.03
cancer of unknown primary KRAS_12-61 MCL1 Any amplification 278 141 0.15 -0.27 0.57 1516.85 1.00 1029 247 110 31 FALSE 0.32
non-small cell lung cancer KRAS_12-61 MCL1 Any amplification 1891 734 0.40 0.24 0.56 1503.31 1.00 4093 1619 462 272 FALSE 5.92
pancreatic cancer KRAS_12-61 MCL1 Any amplification 1573 83 -0.02 -0.51 0.46 1561.36 1.00 504 1511 21 62 FALSE 0.03
uterine cancer KRAS_12-61 MCL1 Any amplification 280 206 0.21 -0.16 0.56 1589.98 1.00 1395 243 169 37 FALSE 0.59
ovarian cancer KRAS_12-61 MCL1 Any amplification 160 240 0.24 -0.18 0.65 1607.50 1.00 1252 131 211 29 FALSE 0.62
hepatobiliary cancer KRAS_12-61 MCL1 Any amplification 111 100 -0.16 -0.88 0.48 1333.21 1.00 873 102 91 9 FALSE 0.19
colorectal cancer KRAS_12-61 MDM4 Any amplification 1590 126 0.35 -0.01 0.69 1469.85 1.00 2420 1530 66 60 TRUE 1.30
cancer of unknown primary KRAS_12-61 MDM4 Any amplification 278 98 0.06 -0.44 0.53 1355.64 1.00 1062 258 78 20 TRUE 0.09
non-small cell lung cancer KRAS_12-61 MDM4 Any amplification 1891 477 0.64 0.45 0.83 1451.12 1.00 4290 1687 273 204 TRUE 10.20
pancreatic cancer KRAS_12-61 MDM4 Any amplification 1578 64 -0.34 -0.83 0.16 1552.81 1.00 505 1535 21 43 TRUE 0.72
uterine cancer KRAS_12-61 MDM4 Any amplification 280 183 0.30 -0.11 0.68 1486.49 1.00 1415 245 148 35 TRUE 0.87
ovarian cancer KRAS_12-61 MDM4 Any amplification 160 138 0.51 0.00 0.97 1432.32 1.00 1346 139 117 21 TRUE 1.38
hepatobiliary cancer KRAS_12-61 MDM4 Any amplification 111 76 0.13 -0.59 0.79 1458.14 1.00 898 102 67 9 TRUE 0.15
colorectal cancer KRAS_12-61 MYCN Any amplification 1590 59 -0.41 -0.91 0.10 1423.84 1.00 2445 1572 41 18 TRUE 0.94
cancer of unknown primary KRAS_12-61 MYCN Any amplification 278 57 -0.10 -0.70 0.51 1588.31 1.00 1095 267 46 11 TRUE 0.12
non-small cell lung cancer KRAS_12-61 MYCN Any amplification 1891 132 -0.40 -0.83 -0.01 1454.73 1.00 4460 1862 103 29 TRUE 1.28
uterine cancer KRAS_12-61 MYCN Any amplification 280 83 0.11 -0.41 0.64 1670.15 1.00 1497 265 68 15 TRUE 0.16
ovarian cancer KRAS_12-61 MYCN Any amplification 160 107 -0.55 -1.29 0.10 1413.43 1.00 1362 154 101 6 TRUE 0.91
colorectal cancer KRAS_12-61 NBN Any amplification 1590 482 -0.34 -0.54 -0.15 1527.23 1.00 2159 1435 327 155 TRUE 3.07
cancer of unknown primary KRAS_12-61 NBN Any amplification 277 120 -0.27 -0.75 0.18 1578.09 1.00 1039 258 101 19 TRUE 0.59
non-small cell lung cancer KRAS_12-61 NBN Any amplification 1891 511 0.36 0.17 0.55 1503.57 1.00 4240 1703 323 188 TRUE 3.93
pancreatic cancer KRAS_12-61 NBN Any amplification 1578 81 -0.25 -0.69 0.23 1421.50 1.00 502 1521 24 57 TRUE 0.53
uterine cancer KRAS_12-61 NBN Any amplification 280 120 -0.48 -1.08 0.05 1373.16 1.00 1455 268 108 12 TRUE 0.99
ovarian cancer KRAS_12-61 NBN Any amplification 160 235 0.06 -0.40 0.49 1499.48 1.00 1253 135 210 25 TRUE 0.11
hepatobiliary cancer KRAS_12-61 NBN Any amplification 111 70 0.15 -0.63 0.78 1380.87 1.00 904 102 61 9 TRUE 0.16
colorectal cancer KRAS_12-61 PIM1 Any amplification 1441 79 -0.51 -1.00 -0.04 1188.24 1.00 2237 1419 57 22 FALSE 1.42
non-small cell lung cancer KRAS_12-61 PIM1 Any amplification 1842 163 -0.36 -0.73 -0.01 1348.21 1.00 4262 1804 125 38 FALSE 1.31
ovarian cancer KRAS_12-61 PIM1 Any amplification 149 100 -0.60 -1.43 0.12 1377.05 1.00 1285 143 94 6 FALSE 0.90
colorectal cancer KRAS_12-61 RAC1 Any amplification 1259 272 -0.26 -0.52 -0.01 1507.12 1.00 1759 1166 179 93 FALSE 1.35
cancer of unknown primary KRAS_12-61 RAC1 Any amplification 217 66 -0.48 -1.09 0.05 1267.84 1.00 855 208 57 9 FALSE 1.00
non-small cell lung cancer KRAS_12-61 RAC1 Any amplification 1350 247 -0.62 -0.96 -0.31 1358.04 1.00 3145 1306 203 44 FALSE 3.90
colorectal cancer KRAS_12-61 RAD21 Any amplification 1360 555 -0.23 -0.42 -0.04 1456.58 1.00 1799 1172 367 188 FALSE 1.80
cancer of unknown primary KRAS_12-61 RAD21 Any amplification 262 147 -0.17 -0.60 0.23 1411.87 1.00 930 236 121 26 FALSE 0.38
non-small cell lung cancer KRAS_12-61 RAD21 Any amplification 1762 592 0.29 0.11 0.47 1303.07 1.00 3712 1549 379 213 FALSE 2.83
pancreatic cancer KRAS_12-61 RAD21 Any amplification 1502 106 0.08 -0.36 0.54 1352.12 1.00 448 1419 23 83 FALSE 0.14
uterine cancer KRAS_12-61 RAD21 Any amplification 262 125 -0.42 -0.99 0.11 1295.73 1.00 1311 248 111 14 FALSE 0.87
ovarian cancer KRAS_12-61 RAD21 Any amplification 139 338 -0.33 -0.77 0.07 1509.37 1.00 984 113 312 26 FALSE 0.89
hepatobiliary cancer KRAS_12-61 RAD21 Any amplification 96 77 0.15 -0.52 0.79 1556.31 1.00 728 86 67 10 FALSE 0.19
colorectal cancer KRAS_12-61 REL Any amplification 1589 51 -0.35 -0.90 0.20 1653.26 1.00 2451 1572 34 17 FALSE 0.70
cancer of unknown primary KRAS_12-61 REL Any amplification 277 53 -0.60 -1.38 0.06 1394.59 1.00 1091 271 47 6 FALSE 1.02
non-small cell lung cancer KRAS_12-61 REL Any amplification 1891 151 -0.61 -1.01 -0.22 1426.73 1.00 4432 1863 123 28 FALSE 2.60
uterine cancer KRAS_12-61 REL Any amplification 280 55 0.00 -0.69 0.63 1506.37 1.00 1517 270 45 10 FALSE 0.00
ovarian cancer KRAS_12-61 REL Any amplification 160 107 -0.63 -1.41 0.06 1443.59 1.00 1362 154 101 6 FALSE 1.01
colorectal cancer KRAS_12-61 RIT1 Any amplification 1187 82 0.30 -0.16 0.72 1361.47 1.00 1803 1148 43 39 FALSE 0.78
cancer of unknown primary KRAS_12-61 RIT1 Any amplification 208 86 0.03 -0.57 0.54 1451.68 1.00 807 191 69 17 FALSE 0.03
non-small cell lung cancer KRAS_12-61 RIT1 Any amplification 1327 302 0.54 0.29 0.78 1668.72 1.00 3085 1205 180 122 FALSE 4.87
pancreatic cancer KRAS_12-61 RIT1 Any amplification 1338 57 -0.14 -0.66 0.40 1500.38 1.00 398 1296 15 42 FALSE 0.22
uterine cancer KRAS_12-61 RIT1 Any amplification 196 110 0.08 -0.43 0.56 1479.64 1.00 1007 178 92 18 FALSE 0.13
ovarian cancer KRAS_12-61 RIT1 Any amplification 89 97 0.08 -0.60 0.68 1357.65 1.00 783 79 87 10 FALSE 0.10
hepatobiliary cancer KRAS_12-61 RIT1 Any amplification 93 51 -0.09 -0.92 0.66 1474.81 1.00 743 88 46 5 FALSE 0.08
colorectal cancer KRAS_12-61 SDHA Any amplification 1504 142 -0.19 -0.56 0.16 1499.26 1.00 2248 1453 91 51 FALSE 0.54
cancer of unknown primary KRAS_12-61 SDHA Any amplification 271 117 -0.99 -1.67 -0.40 1359.96 1.00 973 260 106 11 FALSE 2.62
non-small cell lung cancer KRAS_12-61 SDHA Any amplification 1740 739 -0.48 -0.68 -0.30 1098.20 1.00 3584 1581 580 159 FALSE 6.41
pancreatic cancer KRAS_12-61 SDHA Any amplification 1546 72 -1.32 -1.77 -0.86 1396.63 1.00 463 1513 39 33 FALSE 7.70
uterine cancer KRAS_12-61 SDHA Any amplification 253 53 -1.79 -3.25 -0.70 1487.57 1.00 1375 252 52 1 FALSE 2.25
ovarian cancer KRAS_12-61 SDHA Any amplification 132 134 -1.31 -2.25 -0.49 1463.00 1.00 1108 128 130 4 FALSE 2.50
colorectal cancer KRAS_12-61 SDHC Any amplification 1563 133 0.33 -0.04 0.66 1529.02 1.00 2374 1500 70 63 FALSE 1.21
cancer of unknown primary KRAS_12-61 SDHC Any amplification 277 123 0.00 -0.46 0.46 1427.05 1.00 1032 253 99 24 FALSE 0.01
non-small cell lung cancer KRAS_12-61 SDHC Any amplification 1882 597 0.54 0.37 0.70 1534.55 1.00 4170 1641 356 241 FALSE 9.49
pancreatic cancer KRAS_12-61 SDHC Any amplification 1567 80 -0.11 -0.60 0.38 1494.72 1.00 499 1509 22 58 FALSE 0.18
uterine cancer KRAS_12-61 SDHC Any amplification 280 177 0.30 -0.10 0.69 1230.88 1.00 1408 246 143 34 FALSE 0.87
ovarian cancer KRAS_12-61 SDHC Any amplification 157 152 0.45 -0.04 0.90 1511.40 1.00 1303 135 130 22 FALSE 1.21
hepatobiliary cancer KRAS_12-61 SDHC Any amplification 109 81 -0.03 -0.78 0.62 1470.66 1.00 878 101 73 8 FALSE 0.03
colorectal cancer KRAS_12-61 SRC Any amplification 1336 584 -0.60 -0.79 -0.41 1620.14 1.00 1650 1173 421 163 TRUE 8.62
non-small cell lung cancer KRAS_12-61 SRC Any amplification 1656 146 -1.27 -1.82 -0.78 1409.14 1.00 3957 1641 131 15 TRUE 5.90
uterine cancer KRAS_12-61 SRC Any amplification 242 63 -0.82 -1.72 -0.06 1154.52 1.00 1310 237 58 5 TRUE 1.23
ovarian cancer KRAS_12-61 SRC Any amplification 138 119 -0.44 -1.11 0.21 1425.12 1.00 1130 129 110 9 TRUE 0.69
colorectal cancer KRAS_12-61 TOP1 Any amplification 1023 114 -1.54 -2.15 -0.99 1269.53 1.00 1456 1008 99 15 FALSE 7.41
colorectal cancer KRAS_12-61 VEGFA Any amplification 1203 73 -0.39 -0.84 0.06 1423.51 1.00 1800 1180 50 23 FALSE 1.04
non-small cell lung cancer KRAS_12-61 VEGFA Any amplification 1279 122 -0.43 -0.86 -0.05 1508.03 1.00 2977 1253 96 26 FALSE 1.49
colorectal cancer KRAS_12-61 XRCC2 Any amplification 1177 172 -0.02 -0.32 0.29 1302.95 1.00 1705 1109 104 68 FALSE 0.04
non-small cell lung cancer KRAS_12-61 XRCC2 Any amplification 1270 120 -0.64 -1.12 -0.20 1304.01 1.00 2945 1249 99 21 FALSE 2.27
colorectal cancer KRAS_12-61 RUNX1T1 Any amplification 410 261 -0.55 -0.85 -0.25 1610.47 1.00 432 332 183 78 FALSE 3.49
cancer of unknown primary KRAS_12-61 RUNX1T1 Any amplification 60 74 -0.40 -1.07 0.26 1356.60 1.00 243 51 65 9 FALSE 0.62
non-small cell lung cancer KRAS_12-61 RUNX1T1 Any amplification 309 189 0.43 0.11 0.74 1503.53 1.00 572 233 113 76 FALSE 2.11
colorectal cancer KRAS_12-61 ZNF217 Any amplification 715 938 -0.50 -0.68 -0.31 1531.90 1.00 494 405 628 310 FALSE 6.56
cancer of unknown primary KRAS_12-61 ZNF217 Any amplification 122 108 -0.49 -1.05 0.07 1425.23 1.00 433 107 93 15 FALSE 1.06
non-small cell lung cancer KRAS_12-61 ZNF217 Any amplification 841 269 -0.78 -1.10 -0.48 1441.22 1.00 1651 792 220 49 FALSE 5.89
pancreatic cancer KRAS_12-61 ZNF217 Any amplification 431 74 -0.57 -1.05 -0.11 1449.02 1.00 159 388 31 43 FALSE 1.77
uterine cancer KRAS_12-61 ZNF217 Any amplification 124 99 -1.14 -1.89 -0.40 1284.02 1.00 568 118 93 6 FALSE 2.49
ovarian cancer KRAS_12-61 ZNF217 Any amplification 97 264 -0.97 -1.55 -0.44 1670.47 1.00 570 83 250 14 FALSE 3.27
colorectal cancer KRAS_12-61 PIK3C2B Any amplification 689 130 0.40 0.05 0.73 1390.36 1.00 1014 626 67 63 FALSE 1.61
cancer of unknown primary KRAS_12-61 PIK3C2B Any amplification 121 93 0.26 -0.23 0.73 1485.71 1.00 445 100 72 21 FALSE 0.56
non-small cell lung cancer KRAS_12-61 PIK3C2B Any amplification 832 452 0.63 0.43 0.83 1428.26 1.00 1585 637 257 195 FALSE 9.19
pancreatic cancer KRAS_12-61 PIK3C2B Any amplification 425 61 0.17 -0.32 0.69 1507.52 1.00 169 381 17 44 FALSE 0.28
uterine cancer KRAS_12-61 PIK3C2B Any amplification 124 169 0.16 -0.26 0.59 1500.12 1.00 506 94 139 30 FALSE 0.35
ovarian cancer KRAS_12-61 PIK3C2B Any amplification 94 122 0.61 0.08 1.11 1533.93 1.00 689 73 101 21 FALSE 1.74
colorectal cancer KRAS_12-61 PRSS1 Any amplification 384 153 -0.03 -0.37 0.29 1505.90 1.00 483 322 91 62 TRUE 0.07
non-small cell lung cancer KRAS_12-61 PRSS1 Any amplification 300 105 -0.65 -1.14 -0.21 1729.35 1.00 571 280 85 20 TRUE 2.13
colorectal cancer KRAS_12-61 RSPO2 Any amplification 384 268 -0.45 -0.75 -0.16 1605.10 1.00 392 298 182 86 FALSE 2.60
cancer of unknown primary KRAS_12-61 RSPO2 Any amplification 60 78 -0.38 -1.09 0.26 1498.51 1.00 230 50 68 10 FALSE 0.56
non-small cell lung cancer KRAS_12-61 RSPO2 Any amplification 300 214 0.47 0.16 0.77 1628.77 1.00 528 214 128 86 FALSE 2.56
pancreatic cancer KRAS_12-61 RSPO2 Any amplification 239 53 0.22 -0.34 0.82 1411.49 1.00 87 199 13 40 FALSE 0.34
colorectal cancer KRAS_12-61 CDK5 Any amplification 305 187 -0.19 -0.51 0.13 1416.33 1.00 384 241 123 64 FALSE 0.61
non-small cell lung cancer KRAS_12-61 CDK5 Any amplification 532 230 -0.47 -0.81 -0.17 1347.62 1.00 1009 479 177 53 FALSE 2.45
ovarian cancer KRAS_12-61 CDK5 Any amplification 64 95 -0.83 -1.60 -0.10 1573.34 1.00 423 59 90 5 FALSE 1.47
colorectal cancer KRAS_12-61 EXT1 Any amplification 567 537 -0.23 -0.44 -0.01 1385.79 1.00 578 383 353 184 TRUE 1.43
cancer of unknown primary KRAS_12-61 EXT1 Any amplification 111 143 -0.14 -0.64 0.32 1715.18 1.00 358 86 118 25 TRUE 0.26
non-small cell lung cancer KRAS_12-61 EXT1 Any amplification 792 554 0.27 0.07 0.47 1422.43 1.00 1352 589 351 203 TRUE 2.08
pancreatic cancer KRAS_12-61 EXT1 Any amplification 374 97 0.29 -0.16 0.76 1397.50 1.00 135 300 23 74 TRUE 0.66
uterine cancer KRAS_12-61 EXT1 Any amplification 119 119 -0.43 -1.00 0.11 1464.95 1.00 516 105 105 14 TRUE 0.87
ovarian cancer KRAS_12-61 EXT1 Any amplification 86 305 -0.51 -0.98 -0.04 1382.14 1.00 454 63 282 23 TRUE 1.57
colorectal cancer KRAS_12-61 FKBP9 Any amplification 305 266 -0.55 -0.86 -0.25 1502.29 1.00 317 229 190 76 FALSE 3.41
cancer of unknown primary KRAS_12-61 FKBP9 Any amplification 61 53 -0.21 -0.84 0.45 1484.25 1.00 178 49 41 12 FALSE 0.27
non-small cell lung cancer KRAS_12-61 FKBP9 Any amplification 532 326 -0.67 -0.97 -0.40 1520.47 1.00 926 466 260 66 FALSE 5.63
colorectal cancer KRAS_12-61 GLI3 Any amplification 305 238 -0.46 -0.76 -0.15 1321.04 1.00 341 233 166 72 FALSE 2.47
non-small cell lung cancer KRAS_12-61 GLI3 Any amplification 532 312 -0.66 -0.95 -0.39 1332.42 1.00 938 468 248 64 FALSE 5.40
colorectal cancer KRAS_12-61 PTK2 Any amplification 305 262 -0.09 -0.38 0.20 1438.13 1.00 339 211 168 94 FALSE 0.25
non-small cell lung cancer KRAS_12-61 PTK2 Any amplification 532 343 0.08 -0.17 0.33 1615.56 1.00 955 420 231 112 FALSE 0.27
uterine cancer KRAS_12-61 PTK2 Any amplification 81 81 -0.38 -1.06 0.22 1387.06 1.00 353 71 71 10 FALSE 0.64
ovarian cancer KRAS_12-61 PTK2 Any amplification 64 221 -0.42 -0.93 0.07 1382.85 1.00 311 45 202 19 FALSE 0.96
colorectal cancer KRAS_12-61 INSIG1 Any amplification 246 163 -0.20 -0.54 0.17 1478.96 1.00 296 189 106 57 FALSE 0.58
non-small cell lung cancer KRAS_12-61 INSIG1 Any amplification 390 194 -0.59 -0.95 -0.25 1643.36 1.00 672 348 152 42 FALSE 3.18
colorectal cancer KRAS_12-61 NPRL3 Any amplification 246 55 -0.08 -0.84 0.56 25.93 1.10 370 223 32 23 FALSE 0.08
non-small cell lung cancer KRAS_12-61 NPRL3 Any amplification 390 96 -0.93 -1.52 -0.38 1282.92 1.00 742 376 82 14 FALSE 3.00
colorectal cancer KRAS_12-61 CDH4 Any amplification 508 407 -0.23 -0.48 0.01 1438.42 1.00 558 369 268 139 FALSE 1.24
cancer of unknown primary KRAS_12-61 CDH4 Any amplification 105 74 -0.68 -1.40 -0.03 1412.06 1.00 359 96 65 9 FALSE 1.29
non-small cell lung cancer KRAS_12-61 CDH4 Any amplification 650 103 -0.48 -0.96 -0.05 1424.37 1.00 1263 625 78 25 FALSE 1.43
ovarian cancer KRAS_12-61 CDH4 Any amplification 61 77 -1.02 -2.04 -0.14 1517.85 1.00 467 58 74 3 FALSE 1.39
colorectal cancer KRAS_12-61 EGLN1 Any amplification 262 68 0.46 -0.02 0.93 1567.20 1.00 389 229 35 33 FALSE 1.24
non-small cell lung cancer KRAS_12-61 EGLN1 Any amplification 260 190 0.73 0.39 1.06 1415.54 1.00 415 172 102 88 FALSE 4.91
colorectal cancer KRAS_12-61 EXO1 Any amplification 262 65 0.47 0.02 0.95 1204.48 1.00 391 230 33 32 FALSE 1.27
non-small cell lung cancer KRAS_12-61 EXO1 Any amplification 260 191 0.71 0.39 1.03 1438.41 1.00 413 173 104 87 FALSE 4.62
colorectal cancer KRAS_12-61 GBA Any amplification 262 71 0.60 0.16 1.08 1601.56 1.00 390 225 34 37 FALSE 1.95
non-small cell lung cancer KRAS_12-61 GBA Any amplification 260 249 0.70 0.40 0.99 1561.84 1.00 378 150 139 110 FALSE 5.22
colorectal cancer KRAS_12-61 JAZF1 Any amplification 313 253 -0.36 -0.67 -0.05 1596.74 1.00 315 228 168 85 FALSE 1.69
cancer of unknown primary KRAS_12-61 JAZF1 Any amplification 52 60 -0.21 -0.96 0.48 1652.14 1.00 215 42 50 10 FALSE 0.25
non-small cell lung cancer KRAS_12-61 JAZF1 Any amplification 277 208 -1.10 -1.47 -0.72 1317.82 1.00 406 244 175 33 FALSE 7.64
colorectal cancer KRAS_12-61 MAFB Any amplification 262 414 -0.43 -0.74 -0.10 1354.83 1.00 151 121 273 141 FALSE 2.14
non-small cell lung cancer KRAS_12-61 MAFB Any amplification 260 78 -0.46 -1.04 0.06 1564.85 1.00 459 240 58 20 FALSE 1.00
colorectal cancer KRAS_12-61 PAXIP1 Any amplification 262 175 -0.01 -0.37 0.36 1331.87 1.00 317 194 107 68 FALSE 0.02
non-small cell lung cancer KRAS_12-61 PAXIP1 Any amplification 260 115 -0.98 -1.48 -0.49 1466.01 1.00 421 241 96 19 FALSE 3.86
colorectal cancer KRAS_12-61 POT1 Any amplification 262 158 -0.11 -0.48 0.26 1408.88 1.00 325 203 99 59 TRUE 0.25
non-small cell lung cancer KRAS_12-61 POT1 Any amplification 260 108 -0.95 -1.46 -0.44 1523.75 1.00 427 242 90 18 TRUE 3.54
colorectal cancer KRAS_12-61 PTPN14 Any amplification 262 74 0.48 0.00 0.95 1333.35 1.00 386 226 38 36 FALSE 1.35
non-small cell lung cancer KRAS_12-61 PTPN14 Any amplification 260 186 0.81 0.47 1.12 1482.11 1.00 420 171 97 89 FALSE 5.86
colorectal cancer KRAS_12-61 RAD54B Any amplification 262 260 -0.44 -0.74 -0.13 1358.23 1.00 246 180 178 82 FALSE 2.19
non-small cell lung cancer KRAS_12-61 RAD54B Any amplification 260 197 0.27 -0.05 0.59 1527.70 1.00 396 184 121 76 FALSE 1.00
pancreatic cancer KRAS_12-61 RAD54B Any amplification 188 52 0.22 -0.42 0.88 1423.85 1.00 60 148 12 40 FALSE 0.30
colorectal cancer KRAS_12-61 RHOT1 Any amplification 262 53 -0.22 -0.74 0.28 1459.80 1.00 387 246 37 16 FALSE 0.39
non-small cell lung cancer KRAS_12-61 RHOT1 Any amplification 260 53 -0.06 -0.54 0.46 1442.53 1.00 483 241 34 19 FALSE 0.09
colorectal cancer KRAS_12-61 RINT1 Any amplification 262 171 -0.03 -0.37 0.33 1657.51 1.00 319 196 105 66 FALSE 0.06
non-small cell lung cancer KRAS_12-61 RINT1 Any amplification 260 118 -0.81 -1.29 -0.36 1395.64 1.00 421 238 96 22 FALSE 3.15
colorectal cancer KRAS_12-61 SLC25A13 Any amplification 262 178 -0.06 -0.41 0.28 1277.12 1.00 314 194 110 68 FALSE 0.13
non-small cell lung cancer KRAS_12-61 SLC25A13 Any amplification 260 129 -0.94 -1.44 -0.46 1279.41 1.00 410 238 107 22 FALSE 3.84
colorectal cancer KRAS_12-61 SMARCE1 Any amplification 262 55 -0.34 -0.90 0.13 1393.48 1.00 384 247 40 15 FALSE 0.72
non-small cell lung cancer KRAS_12-61 SMARCE1 Any amplification 260 52 -0.14 -0.64 0.37 1416.86 1.00 483 242 34 18 FALSE 0.24
colorectal cancer KRAS_12-61 UBE2T Any amplification 262 72 0.41 -0.06 0.92 1456.17 1.00 386 228 38 34 FALSE 1.05
non-small cell lung cancer KRAS_12-61 UBE2T Any amplification 260 197 0.73 0.42 1.06 1568.14 1.00 411 169 106 91 FALSE 5.06
colorectal cancer KRAS_12-61 RTEL1 Any amplification 445 61 -0.84 -1.47 -0.25 580.53 1.00 640 431 47 14 FALSE 2.10
colorectal cancer KRAS_12-61 TCEB1 Any amplification 1055 253 -0.38 -0.67 -0.10 1392.54 1.00 1484 977 175 78 FALSE 2.18
cancer of unknown primary KRAS_12-61 TCEB1 Any amplification 201 84 -0.41 -1.08 0.16 1285.90 1.00 758 189 72 12 FALSE 0.72
non-small cell lung cancer KRAS_12-61 TCEB1 Any amplification 1230 200 0.47 0.18 0.75 1387.51 1.00 2786 1149 119 81 FALSE 2.91
pancreatic cancer KRAS_12-61 TCEB1 Any amplification 1315 51 -0.29 -0.85 0.33 1514.58 1.00 371 1278 14 37 FALSE 0.48
ovarian cancer KRAS_12-61 TCEB1 Any amplification 75 84 -0.31 -1.17 0.42 1653.26 1.00 705 69 78 6 FALSE 0.34
colorectal cancer KRAS_12-61 PVRL4 Any amplification 262 84 0.31 -0.12 0.77 1152.21 1.00 378 224 46 38 FALSE 0.77
non-small cell lung cancer KRAS_12-61 PVRL4 Any amplification 260 263 0.68 0.39 1.00 1499.97 1.00 369 145 148 115 FALSE 5.06
cancer of unknown primary KRAS_12-61 FOXL2 Any amplification 217 53 -0.62 -1.36 0.09 1544.60 1.00 875 210 46 7 FALSE 1.01
non-small cell lung cancer KRAS_12-61 FOXL2 Any amplification 1359 115 -1.00 -1.54 -0.52 1523.61 1.00 3277 1344 100 15 FALSE 3.95
ovarian cancer KRAS_12-61 FOXL2 Any amplification 96 71 -0.89 -1.92 -0.05 1425.78 1.00 882 93 68 3 FALSE 1.22
cancer of unknown primary KRAS_12-61 XPO1 Any amplification 278 51 -0.60 -1.36 0.07 1496.33 1.00 1095 272 45 6 FALSE 1.00
non-small cell lung cancer KRAS_12-61 XPO1 Any amplification 1891 149 -0.61 -1.00 -0.24 1599.93 1.00 4442 1863 121 28 FALSE 2.65
uterine cancer KRAS_12-61 XPO1 Any amplification 280 68 -0.23 -0.86 0.34 1528.35 1.00 1505 270 58 10 FALSE 0.34
ovarian cancer KRAS_12-61 XPO1 Any amplification 160 111 -0.63 -1.32 -0.03 1531.38 1.00 1358 154 105 6 FALSE 1.19
non-small cell lung cancer KRAS_12-61 DCUN1D1 Any amplification 1050 64 -7.37 -17.03 -2.70 786.26 1.00 2620 1050 64 0 FALSE 0.89
non-small cell lung cancer KRAS_12-61 EED Any amplification 1440 58 -0.85 -1.62 -0.20 1331.09 1.00 3459 1431 49 9 FALSE 1.69
non-small cell lung cancer KRAS_12-61 ERCC3 Any amplification 1842 75 -0.08 -0.60 0.41 1366.83 1.00 4333 1821 54 21 TRUE 0.13
non-small cell lung cancer KRAS_12-61 TRAF7 Any amplification 1310 92 -0.91 -1.40 -0.33 70.74 1.02 3123 1296 78 14 FALSE 2.84
non-small cell lung cancer KRAS_12-61 BCORL1 Any amplification 841 68 -0.58 -1.23 -0.01 1202.61 1.00 1817 827 54 14 FALSE 1.21
non-small cell lung cancer KRAS_12-61 TERC Any amplification 430 205 -1.65 -2.16 -1.18 1425.98 1.00 777 411 186 19 FALSE 10.52
uterine cancer KRAS_12-61 TERC Any amplification 59 60 -1.57 -2.65 -0.60 1496.80 1.00 267 56 57 3 FALSE 2.61
non-small cell lung cancer KRAS_12-61 CDK2 Any amplification 532 56 0.13 -0.44 0.68 1431.69 1.00 1157 513 37 19 FALSE 0.20
ovarian cancer KRAS_12-61 CDK2 Any amplification 64 60 0.61 -0.12 1.31 1466.31 1.00 464 53 49 11 FALSE 1.07
non-small cell lung cancer KRAS_12-61 CRTC2 Any amplification 532 321 0.50 0.28 0.75 1462.48 1.00 994 403 192 129 FALSE 4.42
uterine cancer KRAS_12-61 CRTC2 Any amplification 81 97 0.16 -0.35 0.64 1313.69 1.00 344 64 80 17 FALSE 0.27
ovarian cancer KRAS_12-61 CRTC2 Any amplification 64 85 0.10 -0.55 0.67 1528.84 1.00 438 54 75 10 FALSE 0.13
non-small cell lung cancer KRAS_12-61 GLI2 Any amplification 809 91 -0.26 -0.76 0.22 1183.10 1.00 1700 785 67 24 FALSE 0.55
non-small cell lung cancer KRAS_12-61 GPC3 Any amplification 792 76 -0.87 -1.54 -0.29 1444.73 1.00 1640 779 63 13 TRUE 2.24
non-small cell lung cancer KRAS_12-61 PHF6 Any amplification 792 80 -0.84 -1.48 -0.26 1219.77 1.00 1637 778 66 14 FALSE 2.23
non-small cell lung cancer KRAS_12-61 TCF7L1 Any amplification 549 56 -0.52 -1.20 0.10 1115.00 1.00 1206 537 44 12 FALSE 0.94
non-small cell lung cancer KRAS_12-61 DKC1 Any amplification 260 58 -0.99 -1.70 -0.31 387.76 1.01 469 250 48 10 FALSE 2.19
non-small cell lung cancer KRAS_12-61 EME1 Any amplification 260 68 0.25 -0.24 0.77 132.36 1.03 476 233 41 27 FALSE 0.47
non-small cell lung cancer KRAS_12-61 HFE Any amplification 260 66 -0.62 -1.22 -0.05 808.50 1.00 466 245 51 15 FALSE 1.40
non-small cell lung cancer KRAS_12-61 ID4 Any amplification 260 83 -0.26 -0.74 0.20 611.79 1.01 458 236 59 24 FALSE 0.53
non-small cell lung cancer KRAS_12-61 MUS81 Any amplification 260 59 -0.25 -0.86 0.31 1298.23 1.00 475 243 42 17 FALSE 0.39
non-small cell lung cancer KRAS_12-61 NFKBIE Any amplification 260 90 -0.37 -0.87 0.14 1209.70 1.00 451 236 66 24 FALSE 0.83
non-small cell lung cancer KRAS_12-61 NTHL1 Any amplification 823 114 -0.40 -0.84 0.03 1222.36 1.00 1849 797 88 26 FALSE 1.11
non-small cell lung cancer KRAS_12-61 POLH Any amplification 260 94 -0.52 -1.03 -0.02 1468.03 1.00 446 237 71 23 TRUE 1.36
non-small cell lung cancer KRAS_12-61 RELA Any amplification 260 59 -0.34 -0.94 0.22 1364.65 1.00 474 244 43 16 FALSE 0.60
non-small cell lung cancer KRAS_12-61 RNF8 Any amplification 260 82 -0.30 -0.82 0.22 1548.24 1.00 458 237 59 23 FALSE 0.59
non-small cell lung cancer KRAS_12-61 TAZ Any amplification 260 62 -0.42 -1.01 0.17 1545.91 1.00 471 244 46 16 FALSE 0.75
non-small cell lung cancer KRAS_12-61 BRE Any amplification 260 53 -0.38 -1.05 0.27 969.08 1.00 478 246 39 14 FALSE 0.60
non-small cell lung cancer KRAS_12-61 HIST1H3B Any amplification 1310 74 -0.34 -0.92 0.21 1338.92 1.00 3152 1293 57 17 FALSE 0.62
non-small cell lung cancer KRAS_12-61 HIST1H3C Any amplification 1230 71 -0.39 -0.98 0.14 1461.91 1.00 2850 1214 55 16 FALSE 0.77
colorectal cancer NRAS_12-61 AKT2 Any amplification 172 145 0.36 -0.41 1.06 1357.01 1.00 3768 163 136 9 TRUE 0.49
colorectal cancer NRAS_12-61 AKT3 Any amplification 172 109 0.08 -0.91 0.89 1416.65 1.00 3800 167 104 5 FALSE 0.06
melanoma NRAS_12-61 AKT3 Any amplification 378 123 0.92 0.56 1.29 1480.29 1.00 1125 326 71 52 FALSE 6.09
colorectal cancer NRAS_12-61 BCL6 Any amplification 172 63 -0.06 -1.46 1.04 1516.86 1.00 3842 169 60 3 FALSE 0.03
colorectal cancer NRAS_12-61 CCND3 Any amplification 172 111 0.02 -0.95 0.84 1420.74 1.00 3798 167 106 5 FALSE 0.01
melanoma NRAS_12-61 CCND3 Any amplification 378 140 0.48 0.09 0.84 1580.22 1.00 1102 332 94 46 FALSE 1.87
colorectal cancer NRAS_12-61 CCNE1 Any amplification 172 128 -0.80 -2.14 0.27 1006.79 1.00 3779 169 125 3 TRUE 0.68
colorectal cancer NRAS_12-61 CDC73 Any amplification 172 136 0.03 -0.82 0.76 1542.96 1.00 3772 166 130 6 FALSE 0.03
melanoma NRAS_12-61 CDC73 Any amplification 378 119 0.74 0.35 1.12 1545.29 1.00 1116 332 73 46 FALSE 3.65
colorectal cancer NRAS_12-61 CDK4 Any amplification 172 64 -1.14 -3.24 0.30 1542.74 1.00 3841 171 63 1 TRUE 0.69
melanoma NRAS_12-61 CDK4 Any amplification 378 60 -0.54 -1.24 0.10 1413.07 1.00 1147 368 50 10 TRUE 0.92
colorectal cancer NRAS_12-61 CDK6 Any amplification 172 396 -0.42 -1.07 0.15 1307.08 1.00 3520 160 384 12 TRUE 0.78
melanoma NRAS_12-61 CDK6 Any amplification 378 126 -0.33 -0.80 0.11 1366.33 1.00 1095 354 102 24 TRUE 0.78
colorectal cancer NRAS_12-61 CDKN1A Any amplification 168 81 0.32 -0.66 1.17 1324.20 1.00 3763 163 76 5 FALSE 0.31
melanoma NRAS_12-61 CDKN1A Any amplification 372 144 0.53 0.17 0.88 1404.20 1.00 1063 323 95 49 FALSE 2.43
colorectal cancer NRAS_12-61 CEBPA Any amplification 168 175 0.00 -0.72 0.71 1220.93 1.00 3530 160 167 8 TRUE 0.00
colorectal cancer NRAS_12-61 DDR2 Any amplification 172 133 0.07 -0.78 0.80 1474.49 1.00 3777 166 127 6 TRUE 0.06
melanoma NRAS_12-61 DDR2 Any amplification 378 128 0.83 0.46 1.21 1420.49 1.00 1121 326 76 52 TRUE 4.85
colorectal cancer NRAS_12-61 DIS3 Any amplification 172 762 0.49 0.11 0.84 216.20 1.02 3186 126 716 46 FALSE 2.02
colorectal cancer NRAS_12-61 EPCAM Any amplification 124 57 -5.79 -15.99 -0.74 1059.27 1.00 2852 124 57 0 FALSE 0.68
colorectal cancer NRAS_12-61 ERCC4 Any amplification 168 108 -1.09 -2.89 0.16 1331.13 1.00 3733 166 106 2 TRUE 0.77
colorectal cancer NRAS_12-61 EZH2 Any amplification 172 374 -0.44 -1.08 0.16 1549.27 1.00 3558 161 363 11 TRUE 0.78
melanoma NRAS_12-61 EZH2 Any amplification 378 139 -0.25 -0.72 0.14 1438.04 1.00 1088 350 111 28 TRUE 0.59
colorectal cancer NRAS_12-61 FH Any amplification 168 121 -0.03 -0.97 0.73 1506.68 1.00 3723 163 116 5 TRUE 0.02
melanoma NRAS_12-61 FH Any amplification 372 119 0.88 0.50 1.27 1416.63 1.00 1089 322 69 50 TRUE 5.28
colorectal cancer NRAS_12-61 H3F3A Any amplification 164 133 0.05 -0.78 0.74 1261.01 1.00 3509 158 127 6 TRUE 0.04
melanoma NRAS_12-61 H3F3A Any amplification 361 112 0.86 0.46 1.24 1618.16 1.00 1044 314 65 47 TRUE 4.71
colorectal cancer NRAS_12-61 HOXB13 Any amplification 131 71 -1.66 -4.91 0.10 443.69 1.00 2785 130 70 1 FALSE 0.75
colorectal cancer NRAS_12-61 HRAS Any amplification 172 62 -1.55 -4.60 0.33 226.48 1.01 3860 171 61 1 TRUE 0.62
colorectal cancer NRAS_12-61 IDH1 Any amplification 172 66 0.08 -1.05 0.83 2.98 1.43 3858 169 63 3 TRUE 0.05
colorectal cancer NRAS_12-61 IGF2 Any amplification 139 66 0.53 -0.49 1.37 1317.08 1.00 3062 134 61 5 FALSE 0.59
colorectal cancer NRAS_12-61 KEAP1 Any amplification 165 62 -5.76 -15.58 -0.83 1195.58 1.00 3683 165 62 0 FALSE 0.85
colorectal cancer NRAS_12-61 LMO1 Any amplification 172 51 -0.36 -2.09 0.98 214.43 1.02 3853 170 49 2 FALSE 0.19
colorectal cancer NRAS_12-61 MCL1 Any amplification 172 162 0.01 -0.76 0.70 1377.45 1.00 3747 165 155 7 FALSE 0.01
melanoma NRAS_12-61 MCL1 Any amplification 378 130 0.78 0.40 1.15 1415.19 1.00 1113 327 79 51 FALSE 4.38
colorectal cancer NRAS_12-61 MDM2 Any amplification 172 68 -1.30 -3.39 0.16 1377.99 1.00 3837 171 67 1 TRUE 0.82
melanoma NRAS_12-61 MDM2 Any amplification 378 51 -0.96 -1.92 -0.16 1475.66 1.00 1152 372 45 6 TRUE 1.46
colorectal cancer NRAS_12-61 MDM4 Any amplification 172 126 0.10 -0.80 0.85 1448.18 1.00 3784 166 120 6 TRUE 0.10
melanoma NRAS_12-61 MDM4 Any amplification 378 120 0.77 0.38 1.15 1529.39 1.00 1124 331 73 47 TRUE 4.06
colorectal cancer NRAS_12-61 MYCN Any amplification 172 59 0.38 -0.78 1.34 1350.48 1.00 3849 168 55 4 TRUE 0.32
colorectal cancer NRAS_12-61 NBN Any amplification 172 482 -0.09 -0.59 0.38 1625.14 1.00 3441 153 463 19 TRUE 0.15
melanoma NRAS_12-61 NBN Any amplification 378 153 0.07 -0.33 0.46 1348.76 1.00 1080 339 114 39 TRUE 0.15
colorectal cancer NRAS_12-61 NFE2L2 Any amplification 172 60 0.02 -1.35 1.12 1482.99 1.00 3847 169 57 3 FALSE 0.01
colorectal cancer NRAS_12-61 PIM1 Any amplification 152 79 0.38 -0.62 1.24 1338.32 1.00 3509 147 74 5 FALSE 0.37
melanoma NRAS_12-61 PIM1 Any amplification 332 140 0.50 0.12 0.88 1456.82 1.00 929 285 93 47 FALSE 1.98
colorectal cancer NRAS_12-61 PMS1 Any amplification 152 60 0.66 -0.28 1.50 1405.68 1.00 3528 147 55 5 TRUE 0.90
colorectal cancer NRAS_12-61 PMS2 Any amplification 172 512 -0.22 -0.71 0.26 1491.10 1.00 3410 154 494 18 TRUE 0.43
melanoma NRAS_12-61 PMS2 Any amplification 378 132 0.00 -0.43 0.40 1378.55 1.00 1094 346 100 32 TRUE 0.01
colorectal cancer NRAS_12-61 PTPN11 Any amplification 172 59 -1.42 -4.35 0.41 1228.74 1.00 3863 171 58 1 TRUE 0.64
colorectal cancer NRAS_12-61 RAC1 Any amplification 135 272 0.01 -0.63 0.60 1478.25 1.00 2802 123 260 12 FALSE 0.01
melanoma NRAS_12-61 RAC1 Any amplification 317 89 0.15 -0.34 0.62 1718.13 1.00 944 293 65 24 FALSE 0.27
colorectal cancer NRAS_12-61 RAD21 Any amplification 148 555 0.12 -0.30 0.54 1432.33 1.00 2849 122 529 26 FALSE 0.23
melanoma NRAS_12-61 RAD21 Any amplification 321 167 0.01 -0.37 0.38 1431.53 1.00 843 279 125 42 FALSE 0.02
colorectal cancer NRAS_12-61 RAD51D Any amplification 139 53 -1.35 -3.99 0.48 1284.19 1.00 3073 138 52 1 FALSE 0.58
colorectal cancer NRAS_12-61 RAD52 Any amplification 139 119 -0.10 -1.14 0.69 1045.85 1.00 3009 134 114 5 FALSE 0.08
colorectal cancer NRAS_12-61 REL Any amplification 172 51 -0.31 -2.04 0.98 1393.86 1.00 3853 170 49 2 FALSE 0.16
colorectal cancer NRAS_12-61 RHEB Any amplification 141 345 -0.36 -1.02 0.21 1428.22 1.00 2889 130 334 11 FALSE 0.59
melanoma NRAS_12-61 RHEB Any amplification 307 127 -0.32 -0.77 0.12 1415.92 1.00 848 282 102 25 FALSE 0.81
colorectal cancer NRAS_12-61 RIT1 Any amplification 124 82 0.56 -0.32 1.37 1440.88 1.00 2833 118 76 6 FALSE 0.72
melanoma NRAS_12-61 RIT1 Any amplification 277 79 0.60 0.09 1.08 1314.51 1.00 819 249 51 28 FALSE 1.78
colorectal cancer NRAS_12-61 SDHA Any amplification 161 142 0.03 -0.77 0.75 1215.97 1.00 3547 154 135 7 FALSE 0.03
melanoma NRAS_12-61 SDHA Any amplification 358 57 -1.01 -1.95 -0.29 1649.96 1.00 1083 352 51 6 FALSE 1.79
colorectal cancer NRAS_12-61 SDHC Any amplification 168 133 0.05 -0.78 0.78 1386.27 1.00 3712 162 127 6 FALSE 0.05
melanoma NRAS_12-61 SDHC Any amplification 372 130 0.84 0.46 1.21 1514.22 1.00 1081 319 77 53 FALSE 5.05
colorectal cancer NRAS_12-61 SOCS1 Any amplification 172 100 -1.92 -4.83 -0.04 1313.22 1.00 3803 171 99 1 FALSE 0.95
colorectal cancer NRAS_12-61 SOX2 Any amplification 172 69 -0.68 -2.53 0.62 1356.69 1.00 3835 170 67 2 FALSE 0.39
colorectal cancer NRAS_12-61 SRC Any amplification 137 584 0.16 -0.27 0.57 1302.01 1.00 2713 110 557 27 TRUE 0.33
colorectal cancer NRAS_12-61 TOP1 Any amplification 104 114 0.22 -0.71 1.03 1270.37 1.00 2366 98 108 6 FALSE 0.20
colorectal cancer NRAS_12-61 VEGFA Any amplification 135 73 -0.15 -1.45 0.88 1228.05 1.00 2848 132 70 3 FALSE 0.10
melanoma NRAS_12-61 VEGFA Any amplification 312 79 0.50 0.01 0.98 1523.75 1.00 930 285 52 27 FALSE 1.38
colorectal cancer NRAS_12-61 WT1 Any amplification 172 61 0.04 -1.50 1.07 152.10 1.02 3844 169 58 3 TRUE 0.02
colorectal cancer NRAS_12-61 XRCC2 Any amplification 131 172 -0.32 -1.19 0.48 1424.60 1.00 2689 125 166 6 FALSE 0.35
melanoma NRAS_12-61 XRCC2 Any amplification 306 69 -0.18 -0.76 0.38 1507.72 1.00 895 291 54 15 FALSE 0.26
colorectal cancer NRAS_12-61 ETV5 Any amplification 88 64 -0.09 -1.41 0.92 1488.06 1.00 1688 85 61 3 TRUE 0.06
melanoma NRAS_12-61 ETV5 Any amplification 164 71 0.52 0.01 1.03 1501.57 1.00 435 139 46 25 TRUE 1.32
colorectal cancer NRAS_12-61 FANCE Any amplification 88 75 0.30 -0.71 1.17 1445.85 1.00 1679 83 70 5 FALSE 0.27
melanoma NRAS_12-61 FANCE Any amplification 164 139 0.58 0.15 0.96 1547.94 1.00 390 116 91 48 FALSE 2.24
colorectal cancer NRAS_12-61 PRKDC Any amplification 88 446 -0.18 -0.72 0.31 1433.09 1.00 1322 69 427 19 FALSE 0.31
melanoma NRAS_12-61 PRKDC Any amplification 164 100 0.14 -0.34 0.63 1565.43 1.00 411 136 72 28 FALSE 0.25
colorectal cancer NRAS_12-61 RUNX1T1 Any amplification 55 261 -0.03 -0.67 0.54 1373.01 1.00 723 41 247 14 FALSE 0.04
melanoma NRAS_12-61 RUNX1T1 Any amplification 109 64 0.07 -0.53 0.63 1583.34 1.00 279 92 47 17 FALSE 0.10
colorectal cancer NRAS_12-61 ZNF217 Any amplification 88 938 0.29 -0.16 0.74 1441.19 1.00 862 37 887 51 FALSE 0.70
melanoma NRAS_12-61 ZNF217 Any amplification 164 87 0.18 -0.35 0.70 1368.37 1.00 420 139 62 25 FALSE 0.32
colorectal cancer NRAS_12-61 PIK3C2B Any amplification 84 130 0.13 -0.70 0.85 1194.97 1.00 1563 77 123 7 FALSE 0.12
melanoma NRAS_12-61 PIK3C2B Any amplification 158 107 0.91 0.48 1.35 1373.04 1.00 388 113 62 45 FALSE 4.30
colorectal cancer NRAS_12-61 PRKCI Any amplification 130 85 -0.06 -1.25 0.96 877.78 1.00 2691 126 81 4 FALSE 0.04
colorectal cancer NRAS_12-61 PRSS1 Any amplification 51 153 -0.60 -1.52 0.21 1492.90 1.00 759 46 148 5 TRUE 0.77
melanoma NRAS_12-61 PRSS1 Any amplification 103 56 -0.09 -0.74 0.53 1455.44 1.00 253 89 42 14 TRUE 0.11
colorectal cancer NRAS_12-61 RSPO2 Any amplification 51 268 0.15 -0.49 0.73 1576.78 1.00 655 35 252 16 FALSE 0.20
melanoma NRAS_12-61 RSPO2 Any amplification 103 60 0.04 -0.58 0.64 1506.41 1.00 251 87 44 16 FALSE 0.05
colorectal cancer NRAS_12-61 CBLB Any amplification 68 52 0.12 -1.17 1.18 1455.43 1.00 1381 65 49 3 FALSE 0.07
melanoma NRAS_12-61 CDK5 Any amplification 55 64 -0.77 -1.49 -0.04 493.76 1.01 102 44 53 11 FALSE 1.43
colorectal cancer NRAS_12-61 CDKN1C Any amplification 68 54 -0.48 -2.31 0.80 1464.57 1.00 1378 66 52 2 FALSE 0.27
colorectal cancer NRAS_12-61 CRTC1 Any amplification 68 64 -1.00 -2.26 0.52 4.05 1.26 1368 66 62 2 FALSE 0.69
colorectal cancer NRAS_12-61 CUX1 Any amplification 68 373 -0.72 -1.38 -0.09 1437.08 1.00 1067 58 363 10 FALSE 1.51
melanoma NRAS_12-61 CUX1 Any amplification 118 103 -0.43 -0.96 0.09 1405.04 1.00 233 96 81 22 FALSE 0.94
colorectal cancer NRAS_12-61 DDB2 Any amplification 68 52 -0.39 -2.33 0.87 338.13 1.01 1380 66 50 2 TRUE 0.20
colorectal cancer NRAS_12-61 EXT1 Any amplification 68 537 -0.14 -0.65 0.35 1371.76 1.00 916 45 514 23 TRUE 0.23
melanoma NRAS_12-61 EXT1 Any amplification 118 129 -0.12 -0.56 0.31 1537.05 1.00 218 85 96 33 TRUE 0.22
colorectal cancer NRAS_12-61 FUS Any amplification 68 135 -0.09 -1.00 0.70 1408.53 1.00 1301 62 129 6 FALSE 0.08
colorectal cancer NRAS_12-61 LMO2 Any amplification 68 52 0.08 -1.39 1.18 1323.04 1.00 1381 65 49 3 FALSE 0.04
colorectal cancer NRAS_12-61 MECOM Any amplification 73 74 0.07 -1.18 1.06 1283.47 1.00 1465 69 70 4 FALSE 0.05
colorectal cancer NRAS_12-61 MYBL1 Any amplification 68 469 -0.13 -0.66 0.38 1396.01 1.00 981 48 449 20 FALSE 0.21
melanoma NRAS_12-61 MYBL1 Any amplification 118 126 -0.02 -0.47 0.46 1638.75 1.00 222 84 92 34 FALSE 0.03
colorectal cancer NRAS_12-61 NFKBIZ Any amplification 68 80 0.00 -1.14 0.94 1158.64 1.00 1354 64 76 4 FALSE 0.00
melanoma NRAS_12-61 PTK2 Any amplification 55 71 0.08 -0.59 0.67 227.07 1.02 103 36 52 19 FALSE 0.10
colorectal cancer NRAS_12-61 SBDS Any amplification 68 370 -0.62 -1.31 0.00 1474.57 1.00 1071 57 359 11 TRUE 1.19
melanoma NRAS_12-61 SBDS Any amplification 118 95 -0.67 -1.27 -0.14 1549.82 1.00 236 101 78 17 TRUE 1.63
colorectal cancer NRAS_12-61 STAT6 Any amplification 68 68 -0.86 -2.51 0.53 45.16 1.05 1364 66 66 2 FALSE 0.58
colorectal cancer NRAS_12-61 CDH4 Any amplification 61 407 0.54 0.04 1.06 218.14 1.02 892 35 381 26 FALSE 1.33
melanoma NRAS_12-61 EGLN1 Any amplification 63 53 0.80 0.12 1.49 1418.41 1.00 128 41 31 22 FALSE 1.70
melanoma NRAS_12-61 EXO1 Any amplification 63 61 0.80 0.20 1.46 256.11 1.02 123 38 36 25 FALSE 1.85
melanoma NRAS_12-61 GBA Any amplification 63 60 0.71 0.05 1.25 14.21 1.07 122 40 37 23 FALSE 1.86
melanoma NRAS_12-61 JAZF1 Any amplification 63 62 0.04 -0.60 0.67 1093.49 1.00 118 45 44 18 FALSE 0.05
melanoma NRAS_12-61 PAXIP1 Any amplification 63 64 -0.37 -1.06 0.32 1460.92 1.00 110 48 49 15 FALSE 0.54
melanoma NRAS_12-61 POT1 Any amplification 63 62 -0.45 -1.16 0.23 1297.91 1.00 111 49 48 14 TRUE 0.69
melanoma NRAS_12-61 PTPN14 Any amplification 63 55 0.60 -0.04 1.25 1060.32 1.00 125 42 34 21 FALSE 1.18
melanoma NRAS_12-61 RAD54B Any amplification 63 60 -0.05 -0.68 0.58 257.40 1.02 116 46 43 17 FALSE 0.06
melanoma NRAS_12-61 RINT1 Any amplification 63 55 -0.21 -0.92 0.44 1213.27 1.00 118 49 41 14 FALSE 0.26
melanoma NRAS_12-61 SLC25A13 Any amplification 63 60 -0.36 -1.07 0.34 895.80 1.00 113 49 46 14 FALSE 0.54
melanoma NRAS_12-61 UBE2T Any amplification 63 56 0.45 -0.21 1.07 1463.30 1.00 123 43 36 20 FALSE 0.75
colorectal cancer NRAS_12-61 RFWD2 Any amplification 117 64 -0.26 -1.76 0.88 1698.16 1.00 2870 115 62 2 FALSE 0.15
melanoma NRAS_12-61 RFWD2 Any amplification 269 60 0.79 0.22 1.30 1568.82 1.00 827 245 36 24 FALSE 2.39
colorectal cancer NRAS_12-61 TCEB1 Any amplification 115 253 0.43 -0.16 0.96 1335.11 1.00 2362 99 237 16 FALSE 0.89
melanoma NRAS_12-61 TCEB1 Any amplification 266 84 0.21 -0.30 0.71 1098.16 1.00 753 242 60 24 FALSE 0.37
melanoma NRAS_12-61 PVRL4 Any amplification 63 55 0.74 0.10 1.33 351.44 1.01 126 41 33 22 FALSE 1.63
melanoma NRAS_12-61 DAXX Any amplification 323 100 0.73 0.30 1.16 1231.49 1.00 972 285 62 38 TRUE 3.08
melanoma NRAS_12-61 CRTC2 Any amplification 55 53 1.08 0.42 1.73 1323.31 1.00 125 32 30 23 FALSE 2.90
melanoma NRAS_12-61 HFE Any amplification 63 81 0.85 0.24 1.47 713.85 1.01 110 31 49 32 FALSE 2.18
melanoma NRAS_12-61 ID4 Any amplification 63 87 0.79 0.17 1.35 967.09 1.00 105 30 54 33 FALSE 2.12
melanoma NRAS_12-61 NFKBIE Any amplification 63 73 0.30 -0.30 0.88 1327.40 1.00 110 39 49 24 FALSE 0.48
melanoma NRAS_12-61 POLH Any amplification 63 73 0.27 -0.33 0.91 66.42 1.06 110 39 49 24 TRUE 0.38
melanoma NRAS_12-61 RNF8 Any amplification 63 80 0.67 0.10 1.27 1371.74 1.00 109 33 50 30 FALSE 1.56
melanoma NRAS_12-61 HIST1H3B Any amplification 277 91 0.69 0.25 1.14 1060.81 1.00 815 243 57 34 FALSE 2.52
melanoma NRAS_12-61 HIST1H3C Any amplification 266 87 0.69 0.23 1.15 1158.57 1.00 759 233 54 33 FALSE 2.55
colorectal cancer RAS_12 AKT3 Any amplification 1263 109 0.47 0.10 0.83 1423.33 1.00 2750 1217 63 46 FALSE 1.85
cancer of unknown primary RAS_12 AKT3 Any amplification 238 93 -0.03 -0.58 0.50 1224.05 1.00 1102 223 78 15 FALSE 0.04
non-small cell lung cancer RAS_12 AKT3 Any amplification 1668 449 0.60 0.40 0.80 1505.84 1.00 4507 1498 279 170 FALSE 8.17
pancreatic cancer RAS_12 AKT3 Any amplification 1440 59 -0.03 -0.53 0.50 1491.90 1.00 645 1400 19 40 FALSE 0.04
uterine cancer RAS_12 AKT3 Any amplification 243 174 0.33 -0.10 0.72 1505.43 1.00 1458 213 144 30 FALSE 0.95
ovarian cancer RAS_12 AKT3 Any amplification 149 132 0.58 0.08 1.07 1545.98 1.00 1362 129 112 20 FALSE 1.70
colorectal cancer RAS_12 CCND3 Any amplification 1263 111 -0.17 -0.55 0.23 1575.98 1.00 2734 1231 79 32 FALSE 0.39
cancer of unknown primary RAS_12 CCND3 Any amplification 238 52 -0.23 -0.93 0.40 1461.68 1.00 1136 230 44 8 FALSE 0.32
non-small cell lung cancer RAS_12 CCND3 Any amplification 1668 209 -0.47 -0.82 -0.13 1464.23 1.00 4615 1630 171 38 FALSE 2.12
ovarian cancer RAS_12 CCND3 Any amplification 149 96 -0.69 -1.45 0.01 1453.96 1.00 1382 145 92 4 FALSE 1.19
colorectal cancer RAS_12 CDC73 Any amplification 1262 136 0.47 0.12 0.82 1524.33 1.00 2733 1205 79 57 FALSE 2.12
cancer of unknown primary RAS_12 CDC73 Any amplification 238 94 0.17 -0.36 0.64 1567.21 1.00 1102 220 76 18 FALSE 0.29
non-small cell lung cancer RAS_12 CDC73 Any amplification 1667 475 0.65 0.46 0.83 1503.92 1.00 4488 1483 291 184 FALSE 11.20
pancreatic cancer RAS_12 CDC73 Any amplification 1435 63 0.07 -0.39 0.61 1471.60 1.00 644 1391 19 44 FALSE 0.11
uterine cancer RAS_12 CDC73 Any amplification 243 178 0.23 -0.21 0.65 1447.20 1.00 1451 215 150 28 FALSE 0.54
ovarian cancer RAS_12 CDC73 Any amplification 149 119 0.70 0.20 1.20 1317.06 1.00 1375 129 99 20 FALSE 2.20
colorectal cancer RAS_12 CDK4 Any amplification 1263 64 0.18 -0.32 0.66 1515.88 1.00 2772 1240 41 23 TRUE 0.33
cancer of unknown primary RAS_12 CDK4 Any amplification 239 74 0.43 -0.18 0.96 1309.43 1.00 1124 221 56 18 TRUE 0.90
non-small cell lung cancer RAS_12 CDK4 Any amplification 1668 324 -0.54 -0.83 -0.26 1609.87 1.00 4517 1613 269 55 TRUE 3.54
pancreatic cancer RAS_12 CDK4 Any amplification 1440 68 -0.66 -1.15 -0.20 1488.38 1.00 631 1405 33 35 TRUE 2.17
uterine cancer RAS_12 CDK4 Any amplification 243 55 0.06 -0.68 0.73 1435.90 1.00 1555 235 47 8 TRUE 0.06
ovarian cancer RAS_12 CDK4 Any amplification 149 82 0.90 0.33 1.44 1654.70 1.00 1409 132 65 17 TRUE 2.93
colorectal cancer RAS_12 EPCAM Any amplification 941 57 0.25 -0.26 0.76 51.12 1.06 2056 920 36 21 FALSE 0.46
colorectal cancer RAS_12 FH Any amplification 1241 121 0.44 0.07 0.80 1525.72 1.00 2695 1191 71 50 TRUE 1.72
cancer of unknown primary RAS_12 FH Any amplification 238 96 -0.06 -0.62 0.46 1452.08 1.00 1087 223 81 15 TRUE 0.09
non-small cell lung cancer RAS_12 FH Any amplification 1658 449 0.62 0.43 0.83 1552.88 1.00 4473 1486 277 172 TRUE 9.05
pancreatic cancer RAS_12 FH Any amplification 1430 63 0.06 -0.45 0.55 1372.09 1.00 639 1386 19 44 TRUE 0.08
uterine cancer RAS_12 FH Any amplification 242 171 0.36 -0.08 0.76 1514.65 1.00 1443 212 141 30 TRUE 1.05
ovarian cancer RAS_12 FH Any amplification 146 136 0.60 0.10 1.09 1418.48 1.00 1329 125 115 21 TRUE 1.85
colorectal cancer RAS_12 H3F3A Any amplification 1183 133 0.37 0.03 0.70 1424.37 1.00 2537 1130 80 53 TRUE 1.51
cancer of unknown primary RAS_12 H3F3A Any amplification 231 97 -0.03 -0.57 0.50 1453.43 1.00 1052 215 81 16 TRUE 0.03
non-small cell lung cancer RAS_12 H3F3A Any amplification 1592 452 0.64 0.43 0.83 1226.07 1.00 4173 1415 275 177 TRUE 9.29
pancreatic cancer RAS_12 H3F3A Any amplification 1420 61 0.11 -0.40 0.64 1476.20 1.00 620 1376 17 44 TRUE 0.17
uterine cancer RAS_12 H3F3A Any amplification 230 175 0.18 -0.27 0.57 1446.36 1.00 1331 203 148 27 TRUE 0.39
ovarian cancer RAS_12 H3F3A Any amplification 136 158 0.32 -0.20 0.81 1429.62 1.00 1222 117 139 19 TRUE 0.67
colorectal cancer RAS_12 HOXB13 Any amplification 942 71 -0.41 -1.04 0.13 1340.77 1.00 1988 927 56 15 FALSE 0.80
non-small cell lung cancer RAS_12 HOXB13 Any amplification 1121 66 0.21 -0.29 0.71 1247.55 1.00 3149 1099 44 22 FALSE 0.37
colorectal cancer RAS_12 IGF2 Any amplification 1022 66 -0.28 -0.88 0.26 995.11 1.00 2191 1005 49 17 FALSE 0.50
colorectal cancer RAS_12 MCL1 Any amplification 1262 162 0.32 -0.01 0.63 1453.12 1.00 2712 1200 100 62 FALSE 1.33
cancer of unknown primary RAS_12 MCL1 Any amplification 239 141 0.27 -0.17 0.66 1641.33 1.00 1066 210 112 29 FALSE 0.66
non-small cell lung cancer RAS_12 MCL1 Any amplification 1667 734 0.41 0.25 0.58 1647.93 1.00 4290 1422 489 245 FALSE 5.89
pancreatic cancer RAS_12 MCL1 Any amplification 1435 83 0.16 -0.29 0.64 1437.71 1.00 640 1375 23 60 FALSE 0.32
uterine cancer RAS_12 MCL1 Any amplification 243 206 0.14 -0.27 0.51 1393.51 1.00 1425 213 176 30 FALSE 0.30
ovarian cancer RAS_12 MCL1 Any amplification 149 240 0.24 -0.18 0.65 1199.99 1.00 1261 122 213 27 FALSE 0.57
colorectal cancer RAS_12 MDM4 Any amplification 1263 126 0.41 0.04 0.74 1527.26 1.00 2738 1212 75 51 TRUE 1.63
cancer of unknown primary RAS_12 MDM4 Any amplification 239 98 0.13 -0.42 0.62 1682.77 1.00 1099 221 80 18 TRUE 0.20
non-small cell lung cancer RAS_12 MDM4 Any amplification 1668 477 0.58 0.38 0.77 1392.22 1.00 4488 1489 298 179 TRUE 8.51
pancreatic cancer RAS_12 MDM4 Any amplification 1440 64 -0.10 -0.57 0.40 1783.70 1.00 642 1398 22 42 TRUE 0.17
uterine cancer RAS_12 MDM4 Any amplification 243 183 0.24 -0.17 0.64 1417.07 1.00 1446 214 154 29 TRUE 0.58
ovarian cancer RAS_12 MDM4 Any amplification 149 138 0.53 0.04 1.00 1495.99 1.00 1356 129 118 20 TRUE 1.49
colorectal cancer RAS_12 MYCN Any amplification 1263 59 -0.31 -0.86 0.22 1423.41 1.00 2769 1248 44 15 TRUE 0.58
cancer of unknown primary RAS_12 MYCN Any amplification 239 57 -0.04 -0.69 0.57 1380.01 1.00 1133 229 47 10 TRUE 0.05
non-small cell lung cancer RAS_12 MYCN Any amplification 1668 132 -0.32 -0.73 0.06 1467.07 1.00 4681 1641 105 27 TRUE 0.94
uterine cancer RAS_12 MYCN Any amplification 243 83 0.18 -0.42 0.73 1500.60 1.00 1533 229 69 14 TRUE 0.27
ovarian cancer RAS_12 MYCN Any amplification 149 107 -0.45 -1.16 0.18 1577.91 1.00 1373 143 101 6 TRUE 0.72
colorectal cancer RAS_12 NBN Any amplification 1263 482 -0.40 -0.62 -0.19 1650.65 1.00 2446 1148 367 115 TRUE 3.42
cancer of unknown primary RAS_12 NBN Any amplification 238 120 -0.47 -1.00 0.04 1528.58 1.00 1073 224 106 14 TRUE 1.08
non-small cell lung cancer RAS_12 NBN Any amplification 1668 511 0.28 0.10 0.48 1437.08 1.00 4436 1507 350 161 TRUE 2.35
pancreatic cancer RAS_12 NBN Any amplification 1440 81 -0.32 -0.78 0.14 1673.88 1.00 633 1390 31 50 TRUE 0.77
uterine cancer RAS_12 NBN Any amplification 243 120 -0.62 -1.26 -0.01 1435.74 1.00 1489 234 111 9 TRUE 1.28
ovarian cancer RAS_12 NBN Any amplification 149 235 0.03 -0.44 0.46 1426.08 1.00 1262 126 212 23 TRUE 0.04
colorectal cancer RAS_12 PIM1 Any amplification 1141 79 -0.37 -0.90 0.11 1460.53 1.00 2534 1122 60 19 FALSE 0.80
non-small cell lung cancer RAS_12 PIM1 Any amplification 1621 163 -0.32 -0.71 0.04 1568.21 1.00 4479 1587 129 34 FALSE 1.08
ovarian cancer RAS_12 PIM1 Any amplification 138 100 -0.63 -1.45 0.10 1653.74 1.00 1295 133 95 5 FALSE 0.92
colorectal cancer RAS_12 RAC1 Any amplification 1002 272 -0.27 -0.54 -0.02 1640.24 1.00 1995 930 200 72 FALSE 1.43
cancer of unknown primary RAS_12 RAC1 Any amplification 185 66 -0.60 -1.27 0.00 1272.19 1.00 884 179 60 6 FALSE 1.20
non-small cell lung cancer RAS_12 RAC1 Any amplification 1189 247 -0.47 -0.81 -0.17 1468.57 1.00 3306 1145 203 44 FALSE 2.53
colorectal cancer RAS_12 RAD21 Any amplification 1082 555 -0.27 -0.45 -0.06 1413.57 1.00 2033 938 411 144 FALSE 2.10
cancer of unknown primary RAS_12 RAD21 Any amplification 221 147 -0.36 -0.85 0.11 1383.12 1.00 964 202 128 19 FALSE 0.82
non-small cell lung cancer RAS_12 RAD21 Any amplification 1554 592 0.25 0.06 0.44 1677.27 1.00 3892 1369 407 185 FALSE 2.01
pancreatic cancer RAS_12 RAD21 Any amplification 1370 106 0.01 -0.38 0.43 1490.63 1.00 572 1295 31 75 FALSE 0.02
uterine cancer RAS_12 RAD21 Any amplification 226 125 -0.68 -1.35 -0.09 1543.35 1.00 1342 217 116 9 FALSE 1.44
ovarian cancer RAS_12 RAD21 Any amplification 128 338 -0.39 -0.85 0.04 1537.46 1.00 992 105 315 23 FALSE 1.08
colorectal cancer RAS_12 REL Any amplification 1262 51 -0.31 -0.88 0.26 1270.97 1.00 2775 1248 37 14 FALSE 0.53
cancer of unknown primary RAS_12 REL Any amplification 238 53 -0.47 -1.22 0.17 1312.77 1.00 1130 232 47 6 FALSE 0.71
non-small cell lung cancer RAS_12 REL Any amplification 1667 151 -0.57 -1.00 -0.15 1383.17 1.00 4653 1642 126 25 FALSE 2.11
uterine cancer RAS_12 REL Any amplification 243 55 -0.11 -0.82 0.54 1470.08 1.00 1552 235 47 8 FALSE 0.12
ovarian cancer RAS_12 REL Any amplification 149 107 -0.65 -1.40 0.02 1457.03 1.00 1372 144 102 5 FALSE 1.09
colorectal cancer RAS_12 RIT1 Any amplification 941 82 0.46 0.04 0.88 1562.18 1.00 2045 906 47 35 FALSE 1.46
cancer of unknown primary RAS_12 RIT1 Any amplification 175 86 0.01 -0.56 0.52 1427.78 1.00 837 161 72 14 FALSE 0.01
non-small cell lung cancer RAS_12 RIT1 Any amplification 1168 302 0.57 0.32 0.82 1622.15 1.00 3233 1057 191 111 FALSE 5.20
pancreatic cancer RAS_12 RIT1 Any amplification 1226 57 0.07 -0.46 0.61 1522.16 1.00 509 1185 16 41 FALSE 0.10
uterine cancer RAS_12 RIT1 Any amplification 166 110 0.00 -0.60 0.53 1605.35 1.00 1033 152 96 14 FALSE 0.00
ovarian cancer RAS_12 RIT1 Any amplification 88 97 0.12 -0.55 0.74 1449.63 1.00 784 78 87 10 FALSE 0.14
colorectal cancer RAS_12 SDHA Any amplification 1200 142 -0.10 -0.47 0.24 1407.73 1.00 2544 1157 99 43 FALSE 0.24
cancer of unknown primary RAS_12 SDHA Any amplification 233 117 -1.12 -1.88 -0.49 1430.95 1.00 1008 225 109 8 FALSE 2.78
non-small cell lung cancer RAS_12 SDHA Any amplification 1538 739 -0.48 -0.67 -0.29 1499.31 1.00 3766 1399 600 139 FALSE 5.92
pancreatic cancer RAS_12 SDHA Any amplification 1410 72 -1.21 -1.69 -0.76 1538.15 1.00 595 1381 43 29 FALSE 6.58
uterine cancer RAS_12 SDHA Any amplification 218 53 -1.27 -2.43 -0.29 1349.48 1.00 1411 216 51 2 FALSE 1.73
ovarian cancer RAS_12 SDHA Any amplification 124 134 -1.22 -2.18 -0.44 1454.78 1.00 1116 120 130 4 FALSE 2.19
colorectal cancer RAS_12 SDHC Any amplification 1241 133 0.38 0.05 0.71 1500.77 1.00 2686 1188 80 53 FALSE 1.59
cancer of unknown primary RAS_12 SDHC Any amplification 238 123 0.08 -0.39 0.52 1495.47 1.00 1069 216 101 22 FALSE 0.14
non-small cell lung cancer RAS_12 SDHC Any amplification 1658 597 0.54 0.36 0.72 1396.79 1.00 4369 1442 381 216 FALSE 8.78
pancreatic cancer RAS_12 SDHC Any amplification 1430 80 0.07 -0.36 0.53 1588.00 1.00 634 1374 24 56 FALSE 0.12
uterine cancer RAS_12 SDHC Any amplification 242 177 0.22 -0.21 0.65 1512.13 1.00 1440 214 149 28 FALSE 0.51
ovarian cancer RAS_12 SDHC Any amplification 146 152 0.42 -0.09 0.89 1463.24 1.00 1312 126 132 20 FALSE 1.03
colorectal cancer RAS_12 SRC Any amplification 1049 584 -0.46 -0.67 -0.26 1449.14 1.00 1909 914 449 135 TRUE 4.87
non-small cell lung cancer RAS_12 SRC Any amplification 1458 146 -1.16 -1.71 -0.65 1520.69 1.00 4154 1444 132 14 TRUE 4.78
uterine cancer RAS_12 SRC Any amplification 215 63 -0.68 -1.54 0.08 1481.23 1.00 1337 210 58 5 TRUE 1.00
ovarian cancer RAS_12 SRC Any amplification 127 119 -0.49 -1.25 0.19 1531.61 1.00 1140 119 111 8 TRUE 0.75
colorectal cancer RAS_12 TOP1 Any amplification 805 114 -1.54 -2.18 -0.94 1172.73 1.00 1670 794 103 11 FALSE 5.65
colorectal cancer RAS_12 VEGFA Any amplification 963 73 -0.28 -0.74 0.15 1570.31 1.00 2037 943 53 20 FALSE 0.66
non-small cell lung cancer RAS_12 VEGFA Any amplification 1130 122 -0.34 -0.76 0.05 1572.21 1.00 3124 1106 98 24 FALSE 0.99
colorectal cancer RAS_12 XRCC2 Any amplification 942 172 0.00 -0.33 0.32 1658.63 1.00 1927 887 117 55 FALSE 0.01
non-small cell lung cancer RAS_12 XRCC2 Any amplification 1121 120 -0.49 -0.94 -0.07 1572.50 1.00 3094 1100 99 21 FALSE 1.57
colorectal cancer RAS_12 RUNX1T1 Any amplification 339 261 -0.56 -0.89 -0.23 1266.22 1.00 487 277 199 62 FALSE 2.97
non-small cell lung cancer RAS_12 RUNX1T1 Any amplification 280 189 0.29 -0.05 0.64 1323.86 1.00 590 215 124 65 FALSE 0.96
colorectal cancer RAS_12 ZNF217 Any amplification 579 938 -0.41 -0.61 -0.21 1469.47 1.00 575 324 683 255 FALSE 4.25
cancer of unknown primary RAS_12 ZNF217 Any amplification 100 108 -0.63 -1.31 -0.05 1289.23 1.00 451 89 97 11 FALSE 1.25
non-small cell lung cancer RAS_12 ZNF217 Any amplification 750 269 -0.67 -0.99 -0.35 1462.49 1.00 1740 703 222 47 FALSE 4.37
pancreatic cancer RAS_12 ZNF217 Any amplification 391 74 -0.40 -0.86 0.06 1479.78 1.00 197 350 33 41 FALSE 1.02
uterine cancer RAS_12 ZNF217 Any amplification 106 99 -0.96 -1.74 -0.21 1611.73 1.00 586 100 93 6 FALSE 1.81
ovarian cancer RAS_12 ZNF217 Any amplification 87 264 -1.00 -1.62 -0.45 1480.81 1.00 578 75 252 12 FALSE 3.10
colorectal cancer RAS_12 PIK3C2B Any amplification 558 130 0.42 0.07 0.78 1630.36 1.00 1135 505 77 53 FALSE 1.69
cancer of unknown primary RAS_12 PIK3C2B Any amplification 99 93 0.38 -0.17 0.88 1473.18 1.00 465 80 74 19 FALSE 0.83
non-small cell lung cancer RAS_12 PIK3C2B Any amplification 741 452 0.56 0.35 0.77 1559.12 1.00 1651 571 282 170 FALSE 6.69
pancreatic cancer RAS_12 PIK3C2B Any amplification 386 61 0.36 -0.15 0.87 1566.27 1.00 207 343 18 43 FALSE 0.76
uterine cancer RAS_12 PIK3C2B Any amplification 105 169 0.07 -0.42 0.54 1467.23 1.00 519 81 145 24 FALSE 0.12
ovarian cancer RAS_12 PIK3C2B Any amplification 84 122 0.66 0.15 1.17 1493.33 1.00 698 64 102 20 FALSE 1.96
colorectal cancer RAS_12 PRSS1 Any amplification 318 153 -0.12 -0.48 0.24 1423.47 1.00 536 269 104 49 TRUE 0.28
non-small cell lung cancer RAS_12 PRSS1 Any amplification 271 105 -0.50 -0.98 -0.07 1518.87 1.00 600 251 85 20 TRUE 1.50
colorectal cancer RAS_12 RSPO2 Any amplification 318 268 -0.46 -0.76 -0.16 1645.92 1.00 441 249 199 69 FALSE 2.51
non-small cell lung cancer RAS_12 RSPO2 Any amplification 271 214 0.33 -0.01 0.65 1480.56 1.00 544 198 141 73 FALSE 1.28
pancreatic cancer RAS_12 RSPO2 Any amplification 220 53 0.28 -0.25 0.84 1268.92 1.00 104 182 15 38 FALSE 0.48
colorectal cancer RAS_12 CDK5 Any amplification 240 187 0.00 -0.36 0.37 1338.82 1.00 441 184 131 56 FALSE 0.00
non-small cell lung cancer RAS_12 CDK5 Any amplification 470 230 -0.52 -0.87 -0.18 1447.38 1.00 1062 426 186 44 FALSE 2.56
ovarian cancer RAS_12 CDK5 Any amplification 54 95 -0.80 -1.75 -0.02 1494.88 1.00 432 50 91 4 FALSE 1.19
colorectal cancer RAS_12 EXT1 Any amplification 458 537 -0.30 -0.54 -0.06 1558.39 1.00 645 316 395 142 TRUE 1.92
cancer of unknown primary RAS_12 EXT1 Any amplification 89 143 -0.30 -0.86 0.22 1040.37 1.00 373 71 125 18 TRUE 0.58
non-small cell lung cancer RAS_12 EXT1 Any amplification 704 554 0.22 0.02 0.41 1534.20 1.00 1414 527 377 177 TRUE 1.51
pancreatic cancer RAS_12 EXT1 Any amplification 341 97 0.31 -0.13 0.77 1383.43 1.00 163 272 28 69 TRUE 0.74
uterine cancer RAS_12 EXT1 Any amplification 101 119 -0.69 -1.33 -0.07 1473.49 1.00 529 92 110 9 TRUE 1.51
ovarian cancer RAS_12 EXT1 Any amplification 76 305 -0.49 -0.99 -0.01 1442.73 1.00 462 55 284 21 TRUE 1.31
colorectal cancer RAS_12 FKBP9 Any amplification 240 266 -0.31 -0.60 0.02 1562.33 1.00 373 173 199 67 FALSE 1.29
cancer of unknown primary RAS_12 FKBP9 Any amplification 54 53 -0.29 -0.91 0.35 1307.21 1.00 183 44 43 10 FALSE 0.44
non-small cell lung cancer RAS_12 FKBP9 Any amplification 470 326 -0.61 -0.92 -0.31 1343.12 1.00 981 411 267 59 FALSE 4.17
colorectal cancer RAS_12 GLI3 Any amplification 240 238 -0.27 -0.61 0.06 1418.79 1.00 396 178 176 62 FALSE 0.96
non-small cell lung cancer RAS_12 GLI3 Any amplification 470 312 -0.60 -0.90 -0.30 1314.44 1.00 993 413 255 57 FALSE 4.05
colorectal cancer RAS_12 PTK2 Any amplification 240 262 -0.14 -0.45 0.15 1533.85 1.00 382 168 190 72 FALSE 0.44
non-small cell lung cancer RAS_12 PTK2 Any amplification 470 343 0.05 -0.20 0.31 1362.97 1.00 1003 372 245 98 FALSE 0.14
uterine cancer RAS_12 PTK2 Any amplification 73 81 -0.87 -1.72 -0.13 1468.20 1.00 356 68 76 5 FALSE 1.54
ovarian cancer RAS_12 PTK2 Any amplification 54 221 -0.46 -1.00 0.09 1439.75 1.00 318 38 205 16 FALSE 0.97
colorectal cancer RAS_12 INSIG1 Any amplification 199 163 -0.03 -0.41 0.34 1466.53 1.00 337 148 112 51 FALSE 0.05
non-small cell lung cancer RAS_12 INSIG1 Any amplification 350 194 -0.65 -1.04 -0.29 1440.64 1.00 705 315 159 35 FALSE 3.15
colorectal cancer RAS_12 NPRL3 Any amplification 199 55 0.25 -0.39 0.86 1347.99 1.00 416 177 33 22 FALSE 0.36
non-small cell lung cancer RAS_12 NPRL3 Any amplification 350 96 -0.76 -1.34 -0.23 1330.66 1.00 782 336 82 14 FALSE 2.01
colorectal cancer RAS_12 CDH4 Any amplification 417 407 -0.19 -0.45 0.05 1428.04 1.00 626 301 291 116 FALSE 0.86
cancer of unknown primary RAS_12 CDH4 Any amplification 84 74 -0.83 -1.67 -0.13 1429.94 1.00 377 78 68 6 FALSE 1.44
non-small cell lung cancer RAS_12 CDH4 Any amplification 584 103 -0.50 -0.98 -0.05 1225.40 1.00 1326 562 81 22 FALSE 1.46
ovarian cancer RAS_12 CDH4 Any amplification 54 77 -0.90 -1.91 0.00 1598.42 1.00 474 51 74 3 FALSE 1.19
colorectal cancer RAS_12 EGLN1 Any amplification 218 68 0.56 0.09 1.02 1457.62 1.00 430 188 38 30 FALSE 1.69
non-small cell lung cancer RAS_12 EGLN1 Any amplification 234 190 0.69 0.35 1.03 1536.50 1.00 432 155 111 79 FALSE 4.33
colorectal cancer RAS_12 EXO1 Any amplification 218 65 0.56 0.06 1.05 1425.36 1.00 432 189 36 29 FALSE 1.64
non-small cell lung cancer RAS_12 EXO1 Any amplification 234 191 0.62 0.29 0.95 1461.35 1.00 429 157 114 77 FALSE 3.72
colorectal cancer RAS_12 GBA Any amplification 218 71 0.72 0.23 1.22 1483.35 1.00 431 184 37 34 FALSE 2.42
non-small cell lung cancer RAS_12 GBA Any amplification 234 249 0.66 0.34 0.99 1393.12 1.00 393 135 150 99 FALSE 4.31
colorectal cancer RAS_12 JAZF1 Any amplification 258 253 -0.55 -0.86 -0.24 1369.33 1.00 349 194 189 64 FALSE 3.14
non-small cell lung cancer RAS_12 JAZF1 Any amplification 251 208 -0.92 -1.30 -0.56 1418.51 1.00 432 218 175 33 FALSE 5.78
colorectal cancer RAS_12 MAFB Any amplification 218 414 -0.47 -0.80 -0.15 1447.55 1.00 168 104 300 114 FALSE 2.45
non-small cell lung cancer RAS_12 MAFB Any amplification 234 78 -0.53 -1.12 0.00 1561.88 1.00 482 217 61 17 FALSE 1.19
colorectal cancer RAS_12 PAXIP1 Any amplification 218 175 -0.08 -0.44 0.28 1447.39 1.00 348 163 120 55 FALSE 0.17
non-small cell lung cancer RAS_12 PAXIP1 Any amplification 234 115 -0.79 -1.32 -0.35 1329.98 1.00 447 215 96 19 FALSE 2.73
colorectal cancer RAS_12 POT1 Any amplification 218 158 -0.18 -0.58 0.19 1439.17 1.00 357 171 111 47 TRUE 0.46
non-small cell lung cancer RAS_12 POT1 Any amplification 234 108 -0.77 -1.28 -0.30 1571.04 1.00 453 216 90 18 TRUE 2.68
colorectal cancer RAS_12 PTPN14 Any amplification 218 74 0.53 0.08 1.01 1298.85 1.00 426 186 42 32 FALSE 1.69
non-small cell lung cancer RAS_12 PTPN14 Any amplification 234 186 0.76 0.43 1.10 1553.56 1.00 437 154 106 80 FALSE 5.09
colorectal cancer RAS_12 RAD54B Any amplification 218 260 -0.49 -0.83 -0.15 1501.40 1.00 273 153 195 65 FALSE 2.35
non-small cell lung cancer RAS_12 RAD54B Any amplification 234 197 0.11 -0.23 0.46 1525.96 1.00 410 170 133 64 FALSE 0.29
pancreatic cancer RAS_12 RAD54B Any amplification 175 52 0.24 -0.31 0.82 1525.55 1.00 71 137 14 38 FALSE 0.38
colorectal cancer RAS_12 RHOT1 Any amplification 218 53 -0.38 -1.08 0.08 34.58 1.05 425 208 43 10 FALSE 0.68
non-small cell lung cancer RAS_12 RHOT1 Any amplification 234 53 -0.13 -0.64 0.47 440.65 1.02 508 216 35 18 FALSE 0.20
colorectal cancer RAS_12 RINT1 Any amplification 218 171 -0.14 -0.51 0.24 1499.63 1.00 349 166 119 52 FALSE 0.33
non-small cell lung cancer RAS_12 RINT1 Any amplification 234 118 -0.71 -1.21 -0.26 1466.19 1.00 446 213 97 21 FALSE 2.43
colorectal cancer RAS_12 SLC25A13 Any amplification 218 178 -0.15 -0.51 0.20 1590.37 1.00 344 164 124 54 FALSE 0.41
non-small cell lung cancer RAS_12 SLC25A13 Any amplification 234 129 -0.78 -1.28 -0.36 1447.88 1.00 436 212 107 22 FALSE 2.95
colorectal cancer RAS_12 SMARCE1 Any amplification 218 55 -0.49 -1.18 0.04 234.33 1.01 423 208 45 10 FALSE 0.94
non-small cell lung cancer RAS_12 SMARCE1 Any amplification 234 52 -0.24 -0.80 0.36 831.47 1.00 507 218 36 16 FALSE 0.38
colorectal cancer RAS_12 UBE2T Any amplification 218 72 0.52 0.06 1.00 1424.09 1.00 427 187 41 31 FALSE 1.60
non-small cell lung cancer RAS_12 UBE2T Any amplification 234 197 0.71 0.40 1.04 1462.46 1.00 428 152 115 82 FALSE 4.68
colorectal cancer RAS_12 RTEL1 Any amplification 351 61 -1.04 -1.80 -0.37 1378.82 1.00 729 342 52 9 FALSE 2.27
colorectal cancer RAS_12 TCEB1 Any amplification 842 253 -0.36 -0.66 -0.06 1666.38 1.00 1681 780 191 62 FALSE 1.75
cancer of unknown primary RAS_12 TCEB1 Any amplification 167 84 -0.75 -1.54 -0.10 1407.13 1.00 787 160 77 7 FALSE 1.38
non-small cell lung cancer RAS_12 TCEB1 Any amplification 1084 200 0.38 0.08 0.69 1438.63 1.00 2920 1015 131 69 FALSE 1.92
pancreatic cancer RAS_12 TCEB1 Any amplification 1204 51 -0.32 -0.87 0.25 1163.99 1.00 478 1171 18 33 FALSE 0.58
ovarian cancer RAS_12 TCEB1 Any amplification 74 84 -0.30 -1.12 0.46 1299.42 1.00 706 68 78 6 FALSE 0.33
colorectal cancer RAS_12 PVRL4 Any amplification 218 84 0.41 -0.06 0.87 1284.11 1.00 418 184 50 34 FALSE 1.12
non-small cell lung cancer RAS_12 PVRL4 Any amplification 234 263 0.64 0.34 0.94 1562.22 1.00 383 131 160 103 FALSE 4.32
cancer of unknown primary RAS_12 FOXL2 Any amplification 185 53 -0.98 -1.91 -0.16 1384.10 1.00 904 181 49 4 FALSE 1.57
non-small cell lung cancer RAS_12 FOXL2 Any amplification 1198 115 -1.03 -1.61 -0.51 1587.84 1.00 3436 1185 102 13 FALSE 3.59
ovarian cancer RAS_12 FOXL2 Any amplification 95 71 -0.94 -1.98 -0.09 1605.41 1.00 883 92 68 3 FALSE 1.30
cancer of unknown primary RAS_12 XPO1 Any amplification 239 51 -0.46 -1.14 0.20 1511.64 1.00 1134 233 45 6 FALSE 0.76
non-small cell lung cancer RAS_12 XPO1 Any amplification 1668 149 -0.53 -0.96 -0.14 1480.69 1.00 4663 1642 123 26 FALSE 2.02
uterine cancer RAS_12 XPO1 Any amplification 243 68 -0.30 -0.96 0.35 1644.21 1.00 1540 235 60 8 FALSE 0.45
ovarian cancer RAS_12 XPO1 Any amplification 149 111 -0.58 -1.34 0.07 1572.90 1.00 1369 143 105 6 FALSE 1.01
non-small cell lung cancer RAS_12 DCUN1D1 Any amplification 917 64 -7.22 -16.90 -2.74 1010.57 1.00 2753 917 64 0 FALSE 0.80
non-small cell lung cancer RAS_12 EED Any amplification 1267 58 -0.83 -1.62 -0.11 1351.46 1.00 3631 1259 50 8 FALSE 1.54
non-small cell lung cancer RAS_12 ERCC3 Any amplification 1621 75 0.01 -0.51 0.49 683.00 1.00 4553 1601 55 20 TRUE 0.02
non-small cell lung cancer RAS_12 TRAF7 Any amplification 1151 92 -0.69 -1.31 -0.15 1186.71 1.00 3282 1137 78 14 FALSE 1.71
non-small cell lung cancer RAS_12 BCORL1 Any amplification 750 68 -0.52 -1.16 0.09 1231.52 1.00 1907 737 55 13 FALSE 0.97
non-small cell lung cancer RAS_12 TERC Any amplification 387 205 -1.58 -2.08 -1.11 1455.71 1.00 819 369 187 18 FALSE 9.78
uterine cancer RAS_12 TERC Any amplification 53 60 -1.74 -3.01 -0.77 1644.01 1.00 272 51 58 2 FALSE 2.62
non-small cell lung cancer RAS_12 CDK2 Any amplification 471 56 0.14 -0.44 0.70 1300.77 1.00 1216 454 39 17 FALSE 0.20
ovarian cancer RAS_12 CDK2 Any amplification 54 60 0.81 0.12 1.53 1301.85 1.00 474 43 49 11 FALSE 1.63
non-small cell lung cancer RAS_12 CRTC2 Any amplification 470 321 0.44 0.19 0.70 1543.47 1.00 1040 357 208 113 FALSE 3.22
uterine cancer RAS_12 CRTC2 Any amplification 73 97 0.06 -0.52 0.60 1391.52 1.00 349 59 83 14 FALSE 0.07
ovarian cancer RAS_12 CRTC2 Any amplification 54 85 0.01 -0.71 0.65 1458.24 1.00 446 46 77 8 FALSE 0.01
non-small cell lung cancer RAS_12 GLI2 Any amplification 721 91 -0.28 -0.78 0.17 860.62 1.00 1785 700 70 21 FALSE 0.60
non-small cell lung cancer RAS_12 GPC3 Any amplification 704 76 -0.79 -1.44 -0.22 1170.59 1.00 1727 692 64 12 TRUE 1.89
non-small cell lung cancer RAS_12 PHF6 Any amplification 704 80 -0.75 -1.42 -0.16 1424.36 1.00 1724 691 67 13 FALSE 1.79
non-small cell lung cancer RAS_12 TCF7L1 Any amplification 487 56 -0.33 -1.04 0.26 665.61 1.00 1268 475 44 12 FALSE 0.48
non-small cell lung cancer RAS_12 DKC1 Any amplification 234 58 -0.96 -1.74 -0.26 1172.85 1.00 494 225 49 9 FALSE 1.98
non-small cell lung cancer RAS_12 EME1 Any amplification 234 68 0.34 -0.20 0.85 1365.23 1.00 500 209 43 25 FALSE 0.70
non-small cell lung cancer RAS_12 HFE Any amplification 234 66 -0.43 -1.05 0.16 1201.89 1.00 492 219 51 15 FALSE 0.80
non-small cell lung cancer RAS_12 ID4 Any amplification 234 83 -0.15 -0.66 0.36 1319.50 1.00 483 211 60 23 FALSE 0.25
non-small cell lung cancer RAS_12 MUS81 Any amplification 234 59 -0.11 -0.67 0.50 848.47 1.00 501 217 42 17 FALSE 0.14
non-small cell lung cancer RAS_12 NFKBIE Any amplification 234 90 -0.26 -0.78 0.21 1450.08 1.00 476 211 67 23 FALSE 0.54
non-small cell lung cancer RAS_12 NTHL1 Any amplification 729 114 -0.27 -0.74 0.15 1454.31 1.00 1942 704 89 25 FALSE 0.63
non-small cell lung cancer RAS_12 POLH Any amplification 234 94 -0.39 -0.93 0.05 1207.62 1.00 471 212 72 22 TRUE 0.92
non-small cell lung cancer RAS_12 RELA Any amplification 234 59 -0.18 -0.79 0.40 624.31 1.01 500 218 43 16 FALSE 0.25
non-small cell lung cancer RAS_12 RNF8 Any amplification 234 82 -0.20 -0.75 0.30 1125.65 1.00 483 212 60 22 FALSE 0.34
non-small cell lung cancer RAS_12 TAZ Any amplification 234 62 -0.36 -0.96 0.22 1256.08 1.00 496 219 47 15 FALSE 0.63
non-small cell lung cancer RAS_12 BRE Any amplification 234 53 -0.45 -1.12 0.19 1312.85 1.00 502 222 41 12 FALSE 0.75
non-small cell lung cancer RAS_12 HIST1H3B Any amplification 1152 74 -0.24 -0.83 0.27 1213.70 1.00 3309 1136 58 16 FALSE 0.40
non-small cell lung cancer RAS_12 HIST1H3C Any amplification 1084 71 -0.33 -0.94 0.23 1584.09 1.00 2995 1069 56 15 FALSE 0.55
colorectal cancer KRAS_12 AKT3 Any amplification 1209 109 0.53 0.15 0.90 1321.32 1.00 2804 1163 63 46 FALSE 2.16
cancer of unknown primary KRAS_12 AKT3 Any amplification 229 93 0.02 -0.56 0.57 1490.77 1.00 1111 214 78 15 FALSE 0.03
non-small cell lung cancer KRAS_12 AKT3 Any amplification 1660 449 0.60 0.41 0.80 1516.93 1.00 4514 1491 280 169 FALSE 8.34
pancreatic cancer KRAS_12 AKT3 Any amplification 1438 59 -0.09 -0.59 0.44 1541.50 1.00 646 1399 20 39 FALSE 0.14
uterine cancer KRAS_12 AKT3 Any amplification 226 174 0.43 0.01 0.82 1372.79 1.00 1475 196 144 30 FALSE 1.40
ovarian cancer KRAS_12 AKT3 Any amplification 147 132 0.60 0.09 1.07 1432.72 1.00 1364 127 112 20 FALSE 1.76
colorectal cancer KRAS_12 CCND3 Any amplification 1209 111 -0.14 -0.54 0.24 1580.77 1.00 2787 1178 80 31 FALSE 0.33
cancer of unknown primary KRAS_12 CCND3 Any amplification 229 52 -0.20 -0.91 0.44 1666.61 1.00 1145 221 44 8 FALSE 0.26
non-small cell lung cancer KRAS_12 CCND3 Any amplification 1660 209 -0.46 -0.82 -0.14 1455.31 1.00 4623 1622 171 38 FALSE 2.04
ovarian cancer KRAS_12 CCND3 Any amplification 147 96 -0.67 -1.50 0.01 1546.76 1.00 1384 143 92 4 FALSE 1.07
colorectal cancer KRAS_12 CDC73 Any amplification 1208 136 0.54 0.20 0.87 1555.10 1.00 2787 1151 79 57 FALSE 2.79
cancer of unknown primary KRAS_12 CDC73 Any amplification 229 94 0.22 -0.31 0.74 1564.49 1.00 1111 211 76 18 FALSE 0.40
non-small cell lung cancer KRAS_12 CDC73 Any amplification 1660 475 0.64 0.45 0.84 1477.46 1.00 4494 1477 292 183 FALSE 9.88
pancreatic cancer KRAS_12 CDC73 Any amplification 1433 63 0.01 -0.44 0.50 1427.76 1.00 645 1390 20 43 FALSE 0.02
uterine cancer KRAS_12 CDC73 Any amplification 226 178 0.31 -0.12 0.73 1586.07 1.00 1468 198 150 28 FALSE 0.84
ovarian cancer KRAS_12 CDC73 Any amplification 147 119 0.72 0.20 1.22 1294.94 1.00 1377 127 99 20 FALSE 2.40
colorectal cancer KRAS_12 CDK4 Any amplification 1209 64 0.22 -0.28 0.70 1207.50 1.00 2826 1186 41 23 TRUE 0.42
cancer of unknown primary KRAS_12 CDK4 Any amplification 230 74 0.47 -0.07 1.00 1521.19 1.00 1133 212 56 18 TRUE 1.08
non-small cell lung cancer KRAS_12 CDK4 Any amplification 1660 324 -0.54 -0.84 -0.25 1449.84 1.00 4525 1605 269 55 TRUE 3.38
pancreatic cancer KRAS_12 CDK4 Any amplification 1438 68 -0.65 -1.09 -0.19 1563.65 1.00 633 1403 33 35 TRUE 2.22
uterine cancer KRAS_12 CDK4 Any amplification 226 55 0.14 -0.60 0.82 1402.10 1.00 1572 218 47 8 TRUE 0.15
ovarian cancer KRAS_12 CDK4 Any amplification 147 82 0.92 0.34 1.43 1558.40 1.00 1411 130 65 17 TRUE 2.98
colorectal cancer KRAS_12 EPCAM Any amplification 901 57 0.32 -0.22 0.85 1567.45 1.00 2096 880 36 21 FALSE 0.61
colorectal cancer KRAS_12 FH Any amplification 1188 121 0.50 0.16 0.85 1442.85 1.00 2748 1138 71 50 TRUE 2.24
cancer of unknown primary KRAS_12 FH Any amplification 229 96 -0.01 -0.63 0.49 1478.85 1.00 1096 214 81 15 TRUE 0.02
non-small cell lung cancer KRAS_12 FH Any amplification 1652 449 0.61 0.42 0.82 1315.21 1.00 4478 1481 278 171 TRUE 9.20
pancreatic cancer KRAS_12 FH Any amplification 1428 63 0.00 -0.53 0.49 1550.63 1.00 640 1385 20 43 TRUE 0.00
uterine cancer KRAS_12 FH Any amplification 226 171 0.44 0.03 0.86 1470.35 1.00 1459 196 141 30 TRUE 1.46
ovarian cancer KRAS_12 FH Any amplification 144 136 0.62 0.11 1.11 1359.19 1.00 1331 123 115 21 TRUE 1.88
colorectal cancer KRAS_12 H3F3A Any amplification 1131 133 0.44 0.08 0.76 1403.48 1.00 2589 1078 80 53 TRUE 1.95
cancer of unknown primary KRAS_12 H3F3A Any amplification 224 97 0.03 -0.54 0.54 1567.65 1.00 1059 208 81 16 TRUE 0.03
non-small cell lung cancer KRAS_12 H3F3A Any amplification 1585 452 0.64 0.43 0.84 1342.70 1.00 4179 1409 276 176 TRUE 9.33
pancreatic cancer KRAS_12 H3F3A Any amplification 1418 61 0.06 -0.44 0.61 1302.18 1.00 621 1375 18 43 TRUE 0.09
uterine cancer KRAS_12 H3F3A Any amplification 214 175 0.27 -0.16 0.67 1215.92 1.00 1347 187 148 27 TRUE 0.68
ovarian cancer KRAS_12 H3F3A Any amplification 135 158 0.34 -0.15 0.84 1616.71 1.00 1223 116 139 19 TRUE 0.74
colorectal cancer KRAS_12 HOXB13 Any amplification 898 71 -0.35 -0.96 0.18 1228.58 1.00 2032 883 56 15 FALSE 0.64
non-small cell lung cancer KRAS_12 HOXB13 Any amplification 1118 66 0.20 -0.34 0.72 1499.05 1.00 3152 1096 44 22 FALSE 0.36
colorectal cancer KRAS_12 IGF2 Any amplification 976 66 -0.40 -1.01 0.20 1200.16 1.00 2235 961 51 15 FALSE 0.73
colorectal cancer KRAS_12 MCL1 Any amplification 1208 162 0.38 0.07 0.70 1562.88 1.00 2766 1146 100 62 FALSE 1.74
cancer of unknown primary KRAS_12 MCL1 Any amplification 230 141 0.26 -0.17 0.69 1612.96 1.00 1074 202 113 28 FALSE 0.66
non-small cell lung cancer KRAS_12 MCL1 Any amplification 1660 734 0.41 0.23 0.57 1590.05 1.00 4296 1416 490 244 FALSE 5.71
pancreatic cancer KRAS_12 MCL1 Any amplification 1433 83 0.11 -0.33 0.56 1633.49 1.00 641 1374 24 59 FALSE 0.21
uterine cancer KRAS_12 MCL1 Any amplification 226 206 0.21 -0.21 0.60 1292.55 1.00 1442 196 176 30 FALSE 0.52
ovarian cancer KRAS_12 MCL1 Any amplification 147 240 0.27 -0.18 0.66 1513.22 1.00 1263 120 213 27 FALSE 0.66
colorectal cancer KRAS_12 MDM4 Any amplification 1209 126 0.47 0.11 0.82 1467.60 1.00 2792 1158 75 51 TRUE 2.01
cancer of unknown primary KRAS_12 MDM4 Any amplification 230 98 0.16 -0.38 0.67 1448.90 1.00 1108 212 80 18 TRUE 0.26
non-small cell lung cancer KRAS_12 MDM4 Any amplification 1660 477 0.59 0.39 0.79 1560.56 1.00 4495 1482 299 178 TRUE 8.10
pancreatic cancer KRAS_12 MDM4 Any amplification 1438 64 -0.17 -0.65 0.34 1592.16 1.00 643 1397 23 41 TRUE 0.31
uterine cancer KRAS_12 MDM4 Any amplification 226 183 0.32 -0.09 0.73 1489.24 1.00 1463 197 154 29 TRUE 0.91
ovarian cancer KRAS_12 MDM4 Any amplification 147 138 0.55 0.05 1.03 1472.05 1.00 1358 127 118 20 TRUE 1.53
colorectal cancer KRAS_12 MYCN Any amplification 1209 59 -0.33 -0.89 0.20 1134.28 1.00 2822 1195 45 14 TRUE 0.63
cancer of unknown primary KRAS_12 MYCN Any amplification 230 57 0.00 -0.60 0.60 1420.55 1.00 1142 220 47 10 TRUE 0.00
non-small cell lung cancer KRAS_12 MYCN Any amplification 1660 132 -0.30 -0.72 0.12 1613.11 1.00 4689 1633 105 27 TRUE 0.80
uterine cancer KRAS_12 MYCN Any amplification 226 83 0.18 -0.38 0.71 1240.84 1.00 1549 213 70 13 TRUE 0.28
ovarian cancer KRAS_12 MYCN Any amplification 147 107 -0.44 -1.15 0.22 1591.02 1.00 1375 141 101 6 TRUE 0.67
colorectal cancer KRAS_12 NBN Any amplification 1209 482 -0.38 -0.61 -0.16 1440.37 1.00 2496 1098 371 111 TRUE 3.11
cancer of unknown primary KRAS_12 NBN Any amplification 229 120 -0.42 -1.00 0.14 1430.97 1.00 1082 215 106 14 TRUE 0.87
non-small cell lung cancer KRAS_12 NBN Any amplification 1660 511 0.30 0.09 0.50 1579.67 1.00 4444 1499 350 161 TRUE 2.46
pancreatic cancer KRAS_12 NBN Any amplification 1438 81 -0.31 -0.74 0.12 1446.59 1.00 635 1388 31 50 TRUE 0.82
uterine cancer KRAS_12 NBN Any amplification 226 120 -0.66 -1.35 -0.02 1523.89 1.00 1505 218 112 8 TRUE 1.28
ovarian cancer KRAS_12 NBN Any amplification 147 235 0.04 -0.42 0.47 1318.41 1.00 1264 124 212 23 TRUE 0.06
colorectal cancer KRAS_12 PIM1 Any amplification 1094 79 -0.39 -0.91 0.10 1510.35 1.00 2580 1076 61 18 FALSE 0.87
non-small cell lung cancer KRAS_12 PIM1 Any amplification 1615 163 -0.33 -0.72 0.02 1347.31 1.00 4485 1581 129 34 FALSE 1.06
ovarian cancer KRAS_12 PIM1 Any amplification 136 100 -0.63 -1.53 0.10 1329.97 1.00 1297 131 95 5 FALSE 0.93
colorectal cancer KRAS_12 RAC1 Any amplification 957 272 -0.24 -0.50 0.02 1506.60 1.00 2038 887 202 70 FALSE 1.14
cancer of unknown primary KRAS_12 RAC1 Any amplification 178 66 -0.55 -1.23 0.04 1363.43 1.00 891 172 60 6 FALSE 1.08
non-small cell lung cancer KRAS_12 RAC1 Any amplification 1185 247 -0.47 -0.79 -0.16 1492.03 1.00 3310 1141 203 44 FALSE 2.48
colorectal cancer KRAS_12 RAD21 Any amplification 1036 555 -0.27 -0.48 -0.06 1312.74 1.00 2073 898 417 138 FALSE 1.87
cancer of unknown primary KRAS_12 RAD21 Any amplification 215 147 -0.32 -0.81 0.15 1505.32 1.00 970 196 128 19 FALSE 0.69
non-small cell lung cancer KRAS_12 RAD21 Any amplification 1548 592 0.24 0.04 0.43 1546.35 1.00 3897 1364 408 184 FALSE 1.94
pancreatic cancer KRAS_12 RAD21 Any amplification 1368 106 0.02 -0.39 0.44 1468.78 1.00 574 1293 31 75 FALSE 0.04
uterine cancer KRAS_12 RAD21 Any amplification 210 125 -0.74 -1.47 -0.12 1504.50 1.00 1357 202 117 8 FALSE 1.45
ovarian cancer KRAS_12 RAD21 Any amplification 127 338 -0.37 -0.81 0.06 1543.02 1.00 993 104 315 23 FALSE 0.95
colorectal cancer KRAS_12 REL Any amplification 1208 51 -0.24 -0.80 0.32 1513.95 1.00 2829 1194 37 14 FALSE 0.39
cancer of unknown primary KRAS_12 REL Any amplification 229 53 -0.58 -1.39 0.10 1433.98 1.00 1138 224 48 5 FALSE 0.88
non-small cell lung cancer KRAS_12 REL Any amplification 1660 151 -0.56 -0.97 -0.17 1331.62 1.00 4660 1635 126 25 FALSE 2.29
uterine cancer KRAS_12 REL Any amplification 226 55 -0.04 -0.77 0.65 1593.99 1.00 1569 218 47 8 FALSE 0.04
ovarian cancer KRAS_12 REL Any amplification 147 107 -0.66 -1.44 0.06 1491.57 1.00 1374 142 102 5 FALSE 1.08
colorectal cancer KRAS_12 RIT1 Any amplification 901 82 0.52 0.07 0.94 1581.07 1.00 2085 866 47 35 FALSE 1.72
cancer of unknown primary KRAS_12 RIT1 Any amplification 169 86 0.07 -0.53 0.61 1607.60 1.00 843 155 72 14 FALSE 0.09
non-small cell lung cancer KRAS_12 RIT1 Any amplification 1165 302 0.58 0.33 0.83 1499.51 1.00 3236 1054 191 111 FALSE 5.51
pancreatic cancer KRAS_12 RIT1 Any amplification 1224 57 0.01 -0.52 0.54 1540.77 1.00 510 1184 17 40 FALSE 0.01
uterine cancer KRAS_12 RIT1 Any amplification 158 110 0.04 -0.54 0.56 1587.12 1.00 1041 144 96 14 FALSE 0.05
ovarian cancer KRAS_12 RIT1 Any amplification 87 97 0.12 -0.60 0.76 1550.82 1.00 785 77 87 10 FALSE 0.15
colorectal cancer KRAS_12 SDHA Any amplification 1147 142 -0.03 -0.39 0.32 1439.93 1.00 2597 1104 99 43 FALSE 0.06
cancer of unknown primary KRAS_12 SDHA Any amplification 224 117 -1.08 -1.79 -0.43 1294.39 1.00 1017 216 109 8 FALSE 2.73
non-small cell lung cancer KRAS_12 SDHA Any amplification 1532 739 -0.50 -0.69 -0.31 1633.49 1.00 3770 1395 602 137 FALSE 6.40
pancreatic cancer KRAS_12 SDHA Any amplification 1408 72 -1.21 -1.67 -0.74 1301.38 1.00 597 1379 43 29 FALSE 6.57
uterine cancer KRAS_12 SDHA Any amplification 204 53 -1.58 -3.02 -0.41 1651.88 1.00 1424 203 52 1 FALSE 1.76
ovarian cancer KRAS_12 SDHA Any amplification 123 134 -1.23 -2.21 -0.43 1493.30 1.00 1117 119 130 4 FALSE 2.10
colorectal cancer KRAS_12 SDHC Any amplification 1188 133 0.44 0.10 0.79 1479.10 1.00 2739 1135 80 53 FALSE 1.98
cancer of unknown primary KRAS_12 SDHC Any amplification 229 123 0.14 -0.36 0.58 1518.19 1.00 1078 207 101 22 FALSE 0.24
non-small cell lung cancer KRAS_12 SDHC Any amplification 1652 597 0.53 0.36 0.72 1497.31 1.00 4374 1437 382 215 FALSE 8.26
pancreatic cancer KRAS_12 SDHC Any amplification 1428 80 0.02 -0.46 0.49 1538.86 1.00 635 1373 25 55 FALSE 0.03
uterine cancer KRAS_12 SDHC Any amplification 226 177 0.31 -0.12 0.71 1570.45 1.00 1456 198 149 28 FALSE 0.83
ovarian cancer KRAS_12 SDHC Any amplification 144 152 0.42 -0.10 0.89 1450.67 1.00 1314 124 132 20 FALSE 1.05
colorectal cancer KRAS_12 SRC Any amplification 1008 584 -0.49 -0.71 -0.28 1456.61 1.00 1942 881 457 127 TRUE 5.11
non-small cell lung cancer KRAS_12 SRC Any amplification 1451 146 -1.22 -1.79 -0.69 1258.62 1.00 4160 1438 133 13 TRUE 5.14
uterine cancer KRAS_12 SRC Any amplification 201 63 -0.84 -1.83 -0.03 1513.54 1.00 1350 197 59 4 TRUE 1.21
ovarian cancer KRAS_12 SRC Any amplification 125 119 -0.49 -1.24 0.17 1543.66 1.00 1142 117 111 8 TRUE 0.75
colorectal cancer KRAS_12 TOP1 Any amplification 772 114 -1.82 -2.64 -1.13 1369.74 1.00 1700 764 106 8 FALSE 5.55
colorectal cancer KRAS_12 VEGFA Any amplification 918 73 -0.28 -0.72 0.17 1313.28 1.00 2081 899 54 19 FALSE 0.67
non-small cell lung cancer KRAS_12 VEGFA Any amplification 1126 122 -0.33 -0.74 0.05 1698.66 1.00 3128 1102 98 24 FALSE 0.97
colorectal cancer KRAS_12 XRCC2 Any amplification 898 172 0.03 -0.28 0.34 1535.53 1.00 1970 844 118 54 FALSE 0.07
non-small cell lung cancer KRAS_12 XRCC2 Any amplification 1118 120 -0.47 -0.95 -0.03 1439.06 1.00 3097 1097 99 21 FALSE 1.36
colorectal cancer KRAS_12 RUNX1T1 Any amplification 319 261 -0.52 -0.86 -0.19 1322.39 1.00 504 260 202 59 FALSE 2.56
non-small cell lung cancer KRAS_12 RUNX1T1 Any amplification 278 189 0.31 -0.01 0.67 1445.93 1.00 592 213 124 65 FALSE 1.15
colorectal cancer KRAS_12 ZNF217 Any amplification 551 938 -0.44 -0.64 -0.25 1572.25 1.00 586 313 700 238 FALSE 5.09
cancer of unknown primary KRAS_12 ZNF217 Any amplification 96 108 -0.56 -1.19 0.07 1569.96 1.00 455 85 97 11 FALSE 1.06
non-small cell lung cancer KRAS_12 ZNF217 Any amplification 745 269 -0.71 -1.06 -0.40 1398.80 1.00 1743 700 224 45 FALSE 4.61
pancreatic cancer KRAS_12 ZNF217 Any amplification 390 74 -0.39 -0.85 0.07 1522.68 1.00 198 349 33 41 FALSE 1.05
uterine cancer KRAS_12 ZNF217 Any amplification 94 99 -1.20 -2.12 -0.40 1511.50 1.00 596 90 95 4 FALSE 2.20
ovarian cancer KRAS_12 ZNF217 Any amplification 86 264 -0.99 -1.60 -0.43 1512.94 1.00 579 74 252 12 FALSE 2.98
colorectal cancer KRAS_12 PIK3C2B Any amplification 531 130 0.49 0.15 0.83 1442.06 1.00 1162 478 77 53 FALSE 2.28
cancer of unknown primary KRAS_12 PIK3C2B Any amplification 95 93 0.44 -0.11 0.95 1625.95 1.00 469 76 74 19 FALSE 0.98
non-small cell lung cancer KRAS_12 PIK3C2B Any amplification 737 452 0.55 0.35 0.76 1379.98 1.00 1654 568 283 169 FALSE 6.55
pancreatic cancer KRAS_12 PIK3C2B Any amplification 385 61 0.30 -0.20 0.81 1491.14 1.00 207 343 19 42 FALSE 0.60
uterine cancer KRAS_12 PIK3C2B Any amplification 94 169 0.24 -0.24 0.69 1430.46 1.00 530 70 145 24 FALSE 0.50
ovarian cancer KRAS_12 PIK3C2B Any amplification 83 122 0.71 0.22 1.21 1385.81 1.00 699 63 102 20 FALSE 2.21
colorectal cancer KRAS_12 PRSS1 Any amplification 299 153 -0.05 -0.38 0.31 1458.49 1.00 554 251 105 48 TRUE 0.11
non-small cell lung cancer KRAS_12 PRSS1 Any amplification 270 105 -0.46 -0.93 -0.05 1157.07 1.00 601 250 85 20 TRUE 1.37
colorectal cancer KRAS_12 RSPO2 Any amplification 299 268 -0.45 -0.79 -0.14 1313.30 1.00 456 234 203 65 FALSE 2.22
non-small cell lung cancer KRAS_12 RSPO2 Any amplification 270 214 0.32 0.01 0.63 1261.53 1.00 545 197 141 73 FALSE 1.31
pancreatic cancer KRAS_12 RSPO2 Any amplification 219 53 0.28 -0.26 0.89 1440.31 1.00 105 181 15 38 FALSE 0.46
colorectal cancer KRAS_12 CDK5 Any amplification 232 187 0.05 -0.32 0.40 1434.57 1.00 449 176 131 56 FALSE 0.10
non-small cell lung cancer KRAS_12 CDK5 Any amplification 467 230 -0.55 -0.89 -0.22 1503.46 1.00 1064 424 187 43 FALSE 2.92
ovarian cancer KRAS_12 CDK5 Any amplification 53 95 -0.80 -1.65 -0.07 1313.71 1.00 433 49 91 4 FALSE 1.27
colorectal cancer KRAS_12 EXT1 Any amplification 437 537 -0.28 -0.52 -0.04 1527.16 1.00 660 301 401 136 TRUE 1.74
cancer of unknown primary KRAS_12 EXT1 Any amplification 86 143 -0.25 -0.77 0.26 1391.92 1.00 376 68 125 18 TRUE 0.45
non-small cell lung cancer KRAS_12 EXT1 Any amplification 700 554 0.21 0.00 0.42 1607.09 1.00 1416 525 379 175 TRUE 1.31
pancreatic cancer KRAS_12 EXT1 Any amplification 340 97 0.34 -0.12 0.80 1502.72 1.00 164 271 28 69 TRUE 0.84
uterine cancer KRAS_12 EXT1 Any amplification 90 119 -0.69 -1.39 -0.03 1292.44 1.00 539 82 111 8 TRUE 1.31
ovarian cancer KRAS_12 EXT1 Any amplification 75 305 -0.46 -0.94 0.03 1445.61 1.00 463 54 284 21 TRUE 1.19
colorectal cancer KRAS_12 FKBP9 Any amplification 232 266 -0.25 -0.55 0.07 1497.24 1.00 381 165 199 67 FALSE 0.95
cancer of unknown primary KRAS_12 FKBP9 Any amplification 52 53 -0.25 -0.90 0.42 1421.04 1.00 185 42 43 10 FALSE 0.36
non-small cell lung cancer KRAS_12 FKBP9 Any amplification 467 326 -0.62 -0.93 -0.33 1592.11 1.00 983 409 268 58 FALSE 4.36
colorectal cancer KRAS_12 GLI3 Any amplification 232 238 -0.21 -0.52 0.10 1558.73 1.00 404 170 176 62 FALSE 0.71
non-small cell lung cancer KRAS_12 GLI3 Any amplification 467 312 -0.61 -0.93 -0.33 1584.91 1.00 995 411 256 56 FALSE 4.29
colorectal cancer KRAS_12 PTK2 Any amplification 232 262 -0.16 -0.50 0.15 1304.91 1.00 387 163 193 69 FALSE 0.49
non-small cell lung cancer KRAS_12 PTK2 Any amplification 467 343 0.06 -0.19 0.32 1417.09 1.00 1006 369 245 98 FALSE 0.20
uterine cancer KRAS_12 PTK2 Any amplification 65 81 -0.92 -1.84 -0.17 1494.44 1.00 363 61 77 4 FALSE 1.47
ovarian cancer KRAS_12 PTK2 Any amplification 53 221 -0.43 -0.97 0.12 1464.43 1.00 319 37 205 16 FALSE 0.89
colorectal cancer KRAS_12 INSIG1 Any amplification 191 163 0.05 -0.33 0.43 1395.08 1.00 345 140 112 51 FALSE 0.09
non-small cell lung cancer KRAS_12 INSIG1 Any amplification 347 194 -0.68 -1.08 -0.32 1490.04 1.00 707 313 160 34 FALSE 3.23
colorectal cancer KRAS_12 NPRL3 Any amplification 191 55 0.23 -0.40 0.83 1327.90 1.00 423 170 34 21 FALSE 0.33
non-small cell lung cancer KRAS_12 NPRL3 Any amplification 347 96 -0.84 -1.45 -0.29 1504.91 1.00 784 334 83 13 FALSE 2.22
colorectal cancer KRAS_12 CDH4 Any amplification 396 407 -0.25 -0.50 0.01 1497.90 1.00 637 290 301 106 FALSE 1.28
cancer of unknown primary KRAS_12 CDH4 Any amplification 81 74 -0.78 -1.56 -0.07 1438.79 1.00 380 75 68 6 FALSE 1.35
non-small cell lung cancer KRAS_12 CDH4 Any amplification 580 103 -0.48 -0.97 -0.03 1443.86 1.00 1330 558 81 22 FALSE 1.36
ovarian cancer KRAS_12 CDH4 Any amplification 54 77 -0.91 -1.93 -0.08 1483.86 1.00 474 51 74 3 FALSE 1.28
colorectal cancer KRAS_12 EGLN1 Any amplification 205 68 0.65 0.12 1.15 1466.34 1.00 443 175 38 30 FALSE 2.04
non-small cell lung cancer KRAS_12 EGLN1 Any amplification 233 190 0.70 0.36 1.03 1509.16 1.00 433 154 111 79 FALSE 4.36
colorectal cancer KRAS_12 EXO1 Any amplification 205 65 0.66 0.18 1.17 1604.53 1.00 445 176 36 29 FALSE 2.07
non-small cell lung cancer KRAS_12 EXO1 Any amplification 233 191 0.64 0.32 1.00 1486.18 1.00 430 156 114 77 FALSE 3.67
colorectal cancer KRAS_12 GBA Any amplification 205 71 0.82 0.32 1.29 1319.21 1.00 444 171 37 34 FALSE 3.03
non-small cell lung cancer KRAS_12 GBA Any amplification 233 249 0.68 0.38 0.99 1470.09 1.00 394 134 150 99 FALSE 4.74
colorectal cancer KRAS_12 JAZF1 Any amplification 244 253 -0.51 -0.82 -0.18 1345.19 1.00 361 182 191 62 FALSE 2.71
non-small cell lung cancer KRAS_12 JAZF1 Any amplification 250 208 -0.89 -1.34 -0.53 1377.46 1.00 433 217 175 33 FALSE 4.83
colorectal cancer KRAS_12 MAFB Any amplification 205 414 -0.55 -0.89 -0.20 1545.39 1.00 171 101 310 104 FALSE 2.79
non-small cell lung cancer KRAS_12 MAFB Any amplification 233 78 -0.53 -1.10 -0.02 1622.02 1.00 483 216 61 17 FALSE 1.28
colorectal cancer KRAS_12 PAXIP1 Any amplification 205 175 0.00 -0.37 0.36 1381.63 1.00 360 151 121 54 FALSE 0.01
non-small cell lung cancer KRAS_12 PAXIP1 Any amplification 233 115 -0.80 -1.31 -0.30 1497.55 1.00 448 214 96 19 FALSE 2.79
colorectal cancer KRAS_12 POT1 Any amplification 205 158 -0.12 -0.53 0.27 1501.84 1.00 369 159 112 46 TRUE 0.26
non-small cell lung cancer KRAS_12 POT1 Any amplification 233 108 -0.76 -1.31 -0.30 1328.00 1.00 454 215 90 18 TRUE 2.41
colorectal cancer KRAS_12 PTPN14 Any amplification 205 74 0.63 0.16 1.09 1595.30 1.00 439 173 42 32 FALSE 2.22
non-small cell lung cancer KRAS_12 PTPN14 Any amplification 233 186 0.78 0.42 1.11 1365.77 1.00 438 153 106 80 FALSE 5.09
colorectal cancer KRAS_12 RAD54B Any amplification 205 260 -0.47 -0.81 -0.12 1450.61 1.00 282 144 199 61 FALSE 2.11
non-small cell lung cancer KRAS_12 RAD54B Any amplification 233 197 0.14 -0.22 0.49 1550.04 1.00 411 169 133 64 FALSE 0.35
pancreatic cancer KRAS_12 RAD54B Any amplification 174 52 0.25 -0.34 0.91 1510.84 1.00 72 136 14 38 FALSE 0.38
colorectal cancer KRAS_12 RHOT1 Any amplification 205 53 -0.35 -0.94 0.18 1193.17 1.00 438 195 43 10 FALSE 0.63
non-small cell lung cancer KRAS_12 RHOT1 Any amplification 233 53 -0.09 -0.59 0.51 694.62 1.00 509 215 35 18 FALSE 0.12
colorectal cancer KRAS_12 RINT1 Any amplification 205 171 -0.06 -0.43 0.31 1467.99 1.00 361 154 120 51 FALSE 0.13
non-small cell lung cancer KRAS_12 RINT1 Any amplification 233 118 -0.70 -1.16 -0.22 1524.87 1.00 447 212 97 21 FALSE 2.42
colorectal cancer KRAS_12 SLC25A13 Any amplification 205 178 -0.07 -0.42 0.28 1406.72 1.00 356 152 125 53 FALSE 0.16
non-small cell lung cancer KRAS_12 SLC25A13 Any amplification 233 129 -0.76 -1.22 -0.31 1509.45 1.00 437 211 107 22 FALSE 2.82
colorectal cancer KRAS_12 SMARCE1 Any amplification 205 55 -0.44 -1.05 0.10 1269.16 1.00 436 195 45 10 FALSE 0.90
non-small cell lung cancer KRAS_12 SMARCE1 Any amplification 233 52 -0.25 -0.77 0.36 235.45 1.01 508 217 36 16 FALSE 0.41
colorectal cancer KRAS_12 UBE2T Any amplification 205 72 0.62 0.13 1.09 1546.33 1.00 440 174 41 31 FALSE 1.90
non-small cell lung cancer KRAS_12 UBE2T Any amplification 233 197 0.72 0.38 1.05 1380.08 1.00 429 151 115 82 FALSE 4.62
colorectal cancer KRAS_12 RTEL1 Any amplification 337 61 -1.29 -2.10 -0.54 1584.74 1.00 741 330 54 7 FALSE 2.93
colorectal cancer KRAS_12 TCEB1 Any amplification 804 253 -0.40 -0.69 -0.12 1343.42 1.00 1714 747 196 57 FALSE 2.18
cancer of unknown primary KRAS_12 TCEB1 Any amplification 163 84 -0.73 -1.49 -0.06 1553.81 1.00 791 156 77 7 FALSE 1.34
non-small cell lung cancer KRAS_12 TCEB1 Any amplification 1081 200 0.39 0.08 0.67 1407.19 1.00 2923 1012 131 69 FALSE 1.94
pancreatic cancer KRAS_12 TCEB1 Any amplification 1202 51 -0.31 -0.85 0.27 1499.24 1.00 480 1169 18 33 FALSE 0.56
ovarian cancer KRAS_12 TCEB1 Any amplification 74 84 -0.29 -1.14 0.46 1432.83 1.00 706 68 78 6 FALSE 0.31
colorectal cancer KRAS_12 PVRL4 Any amplification 205 84 0.52 0.04 0.97 1562.48 1.00 431 171 50 34 FALSE 1.59
non-small cell lung cancer KRAS_12 PVRL4 Any amplification 233 263 0.66 0.34 0.95 1367.12 1.00 384 130 160 103 FALSE 4.32
cancer of unknown primary KRAS_12 FOXL2 Any amplification 178 53 -0.94 -1.83 -0.12 1464.84 1.00 911 174 49 4 FALSE 1.50
non-small cell lung cancer KRAS_12 FOXL2 Any amplification 1193 115 -1.00 -1.54 -0.47 1564.92 1.00 3441 1180 102 13 FALSE 3.61
ovarian cancer KRAS_12 FOXL2 Any amplification 94 71 -0.94 -1.98 -0.06 1397.76 1.00 884 91 68 3 FALSE 1.28
cancer of unknown primary KRAS_12 XPO1 Any amplification 230 51 -0.57 -1.34 0.10 1700.72 1.00 1142 225 46 5 FALSE 0.91
non-small cell lung cancer KRAS_12 XPO1 Any amplification 1660 149 -0.51 -0.90 -0.11 1416.60 1.00 4671 1634 123 26 FALSE 1.95
uterine cancer KRAS_12 XPO1 Any amplification 226 68 -0.25 -0.91 0.36 1410.51 1.00 1557 218 60 8 FALSE 0.35
ovarian cancer KRAS_12 XPO1 Any amplification 147 111 -0.59 -1.34 0.09 1381.46 1.00 1371 141 105 6 FALSE 1.00
non-small cell lung cancer KRAS_12 DCUN1D1 Any amplification 915 64 -7.13 -16.21 -2.64 1331.37 1.00 2755 915 64 0 FALSE 1.13
non-small cell lung cancer KRAS_12 EED Any amplification 1262 58 -0.82 -1.62 -0.08 1486.29 1.00 3636 1254 50 8 FALSE 1.44
non-small cell lung cancer KRAS_12 ERCC3 Any amplification 1615 75 0.02 -0.51 0.51 1178.27 1.00 4559 1595 55 20 TRUE 0.03
non-small cell lung cancer KRAS_12 TRAF7 Any amplification 1148 92 -0.68 -1.27 -0.13 1197.25 1.00 3285 1134 78 14 FALSE 1.63
non-small cell lung cancer KRAS_12 BCORL1 Any amplification 745 68 -0.62 -1.25 -0.01 840.64 1.01 1911 733 56 12 FALSE 1.27
non-small cell lung cancer KRAS_12 TERC Any amplification 384 205 -1.59 -2.18 -1.17 23.50 1.06 821 367 188 17 FALSE 9.28
non-small cell lung cancer KRAS_12 CDK2 Any amplification 467 56 0.17 -0.40 0.71 1339.28 1.00 1220 450 39 17 FALSE 0.26
ovarian cancer KRAS_12 CDK2 Any amplification 53 60 0.83 0.07 1.53 1492.56 1.00 475 42 49 11 FALSE 1.58
non-small cell lung cancer KRAS_12 CRTC2 Any amplification 467 321 0.45 0.20 0.68 1472.36 1.00 1042 355 209 112 FALSE 3.55
uterine cancer KRAS_12 CRTC2 Any amplification 65 97 0.17 -0.42 0.72 1504.75 1.00 357 51 83 14 FALSE 0.25
ovarian cancer KRAS_12 CRTC2 Any amplification 53 85 0.06 -0.62 0.67 1481.63 1.00 447 45 77 8 FALSE 0.06
non-small cell lung cancer KRAS_12 GLI2 Any amplification 717 91 -0.34 -0.88 0.18 1382.54 1.00 1788 697 71 20 FALSE 0.70
non-small cell lung cancer KRAS_12 GPC3 Any amplification 700 76 -0.88 -1.59 -0.26 1404.91 1.00 1730 689 65 11 TRUE 1.99
non-small cell lung cancer KRAS_12 PHF6 Any amplification 700 80 -0.84 -1.48 -0.23 1216.57 1.00 1727 688 68 12 FALSE 2.08
non-small cell lung cancer KRAS_12 TCF7L1 Any amplification 484 56 -0.34 -1.01 0.29 1425.47 1.00 1271 472 44 12 FALSE 0.50
non-small cell lung cancer KRAS_12 DKC1 Any amplification 233 58 -0.94 -1.74 -0.22 1247.45 1.00 495 224 49 9 FALSE 1.85
non-small cell lung cancer KRAS_12 EME1 Any amplification 233 68 0.33 -0.21 0.82 1404.19 1.00 501 208 43 25 FALSE 0.69
non-small cell lung cancer KRAS_12 HFE Any amplification 233 66 -0.45 -1.06 0.13 925.34 1.00 493 218 51 15 FALSE 0.81
non-small cell lung cancer KRAS_12 ID4 Any amplification 233 83 -0.12 -0.67 0.40 1408.96 1.00 484 210 60 23 FALSE 0.19
non-small cell lung cancer KRAS_12 MUS81 Any amplification 233 59 -0.09 -0.68 0.48 1276.28 1.00 502 216 42 17 FALSE 0.11
non-small cell lung cancer KRAS_12 NFKBIE Any amplification 233 90 -0.26 -0.79 0.23 1414.79 1.00 477 210 67 23 FALSE 0.49
non-small cell lung cancer KRAS_12 NTHL1 Any amplification 726 114 -0.26 -0.75 0.17 1401.37 1.00 1945 701 89 25 FALSE 0.60
non-small cell lung cancer KRAS_12 POLH Any amplification 233 94 -0.38 -0.92 0.12 770.88 1.00 472 211 72 22 TRUE 0.85
non-small cell lung cancer KRAS_12 RELA Any amplification 233 59 -0.16 -0.79 0.40 641.21 1.02 501 217 43 16 FALSE 0.23
non-small cell lung cancer KRAS_12 RNF8 Any amplification 233 82 -0.18 -0.68 0.28 1265.85 1.01 484 211 60 22 FALSE 0.32
non-small cell lung cancer KRAS_12 TAZ Any amplification 233 62 -0.35 -0.95 0.23 1088.90 1.00 497 218 47 15 FALSE 0.59
non-small cell lung cancer KRAS_12 BRE Any amplification 233 53 -0.46 -1.16 0.18 1404.38 1.00 503 221 41 12 FALSE 0.73
non-small cell lung cancer KRAS_12 HIST1H3B Any amplification 1148 74 -0.25 -0.82 0.30 1290.95 1.00 3313 1132 58 16 FALSE 0.41
non-small cell lung cancer KRAS_12 HIST1H3C Any amplification 1081 71 -0.31 -0.97 0.29 1106.15 1.00 2998 1066 56 15 FALSE 0.48
colorectal cancer KRAS_12C AKT3 Any amplification 123 109 0.56 -0.33 1.30 1555.67 1.00 3850 117 103 6 FALSE 0.76
non-small cell lung cancer KRAS_12C AKT3 Any amplification 821 449 0.53 0.28 0.77 1542.54 1.00 5270 735 363 86 FALSE 4.79
colorectal cancer KRAS_12C CCND3 Any amplification 123 111 -0.25 -1.41 0.76 1358.28 1.00 3845 120 108 3 FALSE 0.19
non-small cell lung cancer KRAS_12C CCND3 Any amplification 821 209 -0.28 -0.76 0.14 1425.83 1.00 5445 800 188 21 FALSE 0.67
colorectal cancer KRAS_12C CDC73 Any amplification 123 136 0.17 -0.75 1.00 1461.24 1.00 3820 118 131 5 FALSE 0.15
non-small cell lung cancer KRAS_12C CDC73 Any amplification 821 475 0.55 0.30 0.78 1395.20 1.00 5242 729 383 92 FALSE 5.23
colorectal cancer KRAS_12C CDK4 Any amplification 123 64 1.24 0.33 2.03 1621.07 1.00 3896 116 57 7 TRUE 2.36
non-small cell lung cancer KRAS_12C CDK4 Any amplification 821 324 -0.30 -0.67 0.07 1360.02 1.00 5341 789 292 32 TRUE 0.93
colorectal cancer KRAS_12C CDKN1A Any amplification 120 81 0.03 -1.26 1.05 1416.03 1.00 3809 117 78 3 FALSE 0.02
non-small cell lung cancer KRAS_12C CDKN1A Any amplification 819 156 -0.14 -0.63 0.35 1532.20 1.00 5451 801 138 18 FALSE 0.23
colorectal cancer KRAS_12C EPCAM Any amplification 91 57 0.41 -1.00 1.47 1201.03 1.00 2888 88 54 3 FALSE 0.28
colorectal cancer KRAS_12C FH Any amplification 120 121 0.47 -0.39 1.22 1418.05 1.00 3772 114 115 6 TRUE 0.60
non-small cell lung cancer KRAS_12C FH Any amplification 819 449 0.54 0.29 0.78 1598.83 1.00 5227 732 362 87 TRUE 4.93
colorectal cancer KRAS_12C H3F3A Any amplification 113 133 0.00 -1.03 0.86 1559.10 1.00 3558 109 129 4 TRUE 0.00
non-small cell lung cancer KRAS_12C H3F3A Any amplification 784 452 0.53 0.28 0.78 1524.85 1.00 4892 696 364 88 TRUE 4.48
colorectal cancer KRAS_12C HOXB13 Any amplification 88 71 -2.15 -7.19 0.29 1263.50 1.00 2827 88 71 0 FALSE 0.58
non-small cell lung cancer KRAS_12C HOXB13 Any amplification 569 66 0.50 -0.13 1.08 1338.77 1.00 3693 555 52 14 FALSE 0.98
colorectal cancer KRAS_12C IGF2 Any amplification 98 66 0.31 -1.08 1.40 1504.17 1.00 3101 95 63 3 FALSE 0.21
colorectal cancer KRAS_12C MCL1 Any amplification 123 162 -0.50 -1.75 0.47 1496.64 1.00 3792 120 159 3 FALSE 0.44
non-small cell lung cancer KRAS_12C MCL1 Any amplification 821 734 0.44 0.24 0.64 1532.71 1.00 5021 691 604 130 FALSE 4.88
colorectal cancer KRAS_12C MDM4 Any amplification 123 126 -0.23 -1.31 0.70 1382.20 1.00 3830 120 123 3 TRUE 0.18
non-small cell lung cancer KRAS_12C MDM4 Any amplification 821 477 0.53 0.30 0.76 1579.85 1.00 5248 729 385 92 TRUE 5.05
colorectal cancer KRAS_12C MYCN Any amplification 123 59 1.09 0.04 1.96 1412.97 1.00 3900 117 53 6 TRUE 1.61
non-small cell lung cancer KRAS_12C MYCN Any amplification 821 132 -0.34 -0.96 0.19 1417.75 1.00 5513 809 120 12 TRUE 0.61
colorectal cancer KRAS_12C NBN Any amplification 123 482 0.01 -0.58 0.52 1520.70 1.00 3486 108 467 15 TRUE 0.01
non-small cell lung cancer KRAS_12C NBN Any amplification 821 511 0.29 0.06 0.53 1237.31 1.00 5204 739 429 82 TRUE 1.76
colorectal cancer KRAS_12C PIM1 Any amplification 114 79 0.05 -1.06 1.06 1483.89 1.00 3545 111 76 3 FALSE 0.03
non-small cell lung cancer KRAS_12C PIM1 Any amplification 800 163 -0.17 -0.65 0.28 1551.40 1.00 5284 782 145 18 FALSE 0.32
colorectal cancer KRAS_12C PMS2 Any amplification 123 512 -0.01 -0.54 0.49 1499.87 1.00 3457 107 496 16 TRUE 0.01
non-small cell lung cancer KRAS_12C PMS2 Any amplification 821 576 -0.23 -0.53 0.04 1487.93 1.00 5118 760 515 61 TRUE 0.95
colorectal cancer KRAS_12C RAC1 Any amplification 95 272 -0.08 -0.83 0.58 1471.56 1.00 2838 87 264 8 FALSE 0.08
non-small cell lung cancer KRAS_12C RAC1 Any amplification 604 247 -0.13 -0.53 0.24 1420.10 1.00 3876 575 218 29 FALSE 0.29
colorectal cancer KRAS_12C RAD21 Any amplification 107 555 -0.06 -0.60 0.42 1481.25 1.00 2880 91 539 16 FALSE 0.09
non-small cell lung cancer KRAS_12C RAD21 Any amplification 765 592 0.33 0.10 0.56 1435.70 1.00 4596 665 492 100 FALSE 2.25
colorectal cancer KRAS_12C RAD51D Any amplification 98 53 -1.00 -3.61 0.87 1417.08 1.00 3114 97 52 1 FALSE 0.41
colorectal cancer KRAS_12C REL Any amplification 123 51 1.26 0.24 2.18 1525.54 1.00 3906 117 45 6 FALSE 2.03
non-small cell lung cancer KRAS_12C REL Any amplification 821 151 -0.34 -0.90 0.21 1467.39 1.00 5488 807 137 14 FALSE 0.60
colorectal cancer KRAS_12C RIT1 Any amplification 91 82 0.19 -0.98 1.13 1515.37 1.00 2863 88 79 3 FALSE 0.14
non-small cell lung cancer KRAS_12C RIT1 Any amplification 594 302 0.66 0.37 0.94 1597.84 1.00 3761 529 237 65 FALSE 5.16
colorectal cancer KRAS_12C SDHA Any amplification 116 142 0.05 -0.96 0.88 1535.54 1.00 3590 111 137 5 FALSE 0.04
non-small cell lung cancer KRAS_12C SDHA Any amplification 767 739 -0.33 -0.58 -0.08 1306.81 1.00 4472 693 665 74 FALSE 1.99
colorectal cancer KRAS_12C SDHC Any amplification 120 133 -0.30 -1.45 0.67 1362.75 1.00 3757 117 130 3 FALSE 0.25
non-small cell lung cancer KRAS_12C SDHC Any amplification 819 597 0.50 0.29 0.72 1404.99 1.00 5104 707 485 112 FALSE 5.08
colorectal cancer KRAS_12C SRC Any amplification 101 584 -0.07 -0.63 0.45 1415.11 1.00 2739 84 567 17 TRUE 0.09
non-small cell lung cancer KRAS_12C SRC Any amplification 710 146 -1.22 -2.15 -0.50 1605.30 1.00 4894 704 140 6 TRUE 2.42
colorectal cancer KRAS_12C TOP1 Any amplification 76 114 -1.75 -4.55 0.05 1167.00 1.00 2389 75 113 1 FALSE 0.87
colorectal cancer KRAS_12C VEGFA Any amplification 91 73 0.38 -0.73 1.36 1628.24 1.00 2893 87 69 4 FALSE 0.33
non-small cell lung cancer KRAS_12C VEGFA Any amplification 571 122 -0.16 -0.73 0.36 1505.69 1.00 3673 557 108 14 FALSE 0.24
colorectal cancer KRAS_12C XRCC2 Any amplification 88 172 0.39 -0.41 1.07 1358.01 1.00 2734 80 164 8 FALSE 0.51
non-small cell lung cancer KRAS_12C XRCC2 Any amplification 569 120 -0.32 -0.91 0.26 1696.26 1.00 3637 557 108 12 FALSE 0.54
colorectal cancer KRAS_12C FANCE Any amplification 56 75 0.10 -1.11 1.13 1471.09 1.00 1709 53 72 3 FALSE 0.06
non-small cell lung cancer KRAS_12C FANCE Any amplification 361 143 -0.14 -0.66 0.33 1485.77 1.00 2225 344 126 17 FALSE 0.23
non-small cell lung cancer KRAS_12C RUNX1T1 Any amplification 146 189 0.29 -0.14 0.73 843.07 1.01 693 112 155 34 FALSE 0.77
colorectal cancer KRAS_12C ZNF217 Any amplification 56 938 0.00 -0.53 0.53 1520.53 1.00 872 27 909 29 FALSE 0.00
non-small cell lung cancer KRAS_12C ZNF217 Any amplification 361 269 -0.36 -0.78 0.06 1409.96 1.00 2109 334 242 27 FALSE 1.10
colorectal cancer KRAS_12C PIK3C2B Any amplification 53 130 0.01 -1.14 0.89 1426.15 1.00 1591 49 126 4 FALSE 0.01
non-small cell lung cancer KRAS_12C PIK3C2B Any amplification 359 452 0.54 0.26 0.79 1543.64 1.00 1950 272 365 87 FALSE 4.12
non-small cell lung cancer KRAS_12C PRSS1 Any amplification 144 105 -0.36 -1.04 0.21 607.43 1.00 719 132 93 12 TRUE 0.57
non-small cell lung cancer KRAS_12C RSPO2 Any amplification 144 214 0.50 0.12 0.89 1055.15 1.00 642 100 170 44 FALSE 1.95
non-small cell lung cancer KRAS_12C CDK5 Any amplification 215 230 -0.39 -0.84 0.06 101.05 1.04 1295 193 208 22 FALSE 0.98
non-small cell lung cancer KRAS_12C EXT1 Any amplification 340 554 0.38 0.15 0.63 1225.43 1.00 1698 243 457 97 TRUE 2.65
non-small cell lung cancer KRAS_12C FKBP9 Any amplification 215 326 -0.42 -0.82 -0.03 1488.50 1.00 1207 185 296 30 FALSE 1.39
non-small cell lung cancer KRAS_12C FUS Any amplification 340 208 -0.71 -1.26 -0.16 1278.50 1.00 1963 324 192 16 FALSE 2.02
non-small cell lung cancer KRAS_12C GLI3 Any amplification 215 312 -0.37 -0.78 0.02 1466.35 1.00 1221 185 282 30 FALSE 1.16
non-small cell lung cancer KRAS_12C IKZF3 Any amplification 224 142 0.27 -0.23 0.73 1257.12 1.00 1455 202 120 22 FALSE 0.57
non-small cell lung cancer KRAS_12C PTK2 Any amplification 215 343 0.27 -0.08 0.60 1445.90 1.00 1212 163 291 52 FALSE 0.95
non-small cell lung cancer KRAS_12C INSIG1 Any amplification 163 194 -0.64 -1.19 -0.09 979.22 1.00 873 147 178 16 FALSE 1.69
non-small cell lung cancer KRAS_12C NPRL3 Any amplification 163 96 -0.96 -1.96 -0.17 1467.03 1.00 961 157 90 6 FALSE 1.50
non-small cell lung cancer KRAS_12C CDH4 Any amplification 288 103 -0.25 -0.83 0.39 66.94 1.06 1613 275 90 13 FALSE 0.36
non-small cell lung cancer KRAS_12C EGLN1 Any amplification 125 190 0.84 0.45 1.24 1508.40 1.00 511 76 141 49 FALSE 4.43
non-small cell lung cancer KRAS_12C EXO1 Any amplification 125 191 0.76 0.36 1.15 1071.42 1.00 508 78 144 47 FALSE 3.77
non-small cell lung cancer KRAS_12C GBA Any amplification 125 249 0.73 0.34 1.11 1503.77 1.00 461 67 191 58 FALSE 3.76
non-small cell lung cancer KRAS_12C JAZF1 Any amplification 134 208 -0.71 -1.23 -0.17 1405.51 1.00 536 114 188 20 FALSE 2.14
non-small cell lung cancer KRAS_12C MAFB Any amplification 125 78 -0.33 -1.03 0.35 1362.51 1.01 584 115 68 10 FALSE 0.45
non-small cell lung cancer KRAS_12C PAXIP1 Any amplification 125 115 -0.74 -1.53 -0.07 562.86 1.00 548 114 104 11 FALSE 1.41
non-small cell lung cancer KRAS_12C POT1 Any amplification 125 108 -0.64 -1.33 0.00 999.51 1.00 555 114 97 11 TRUE 1.26
non-small cell lung cancer KRAS_12C PTPN14 Any amplification 125 186 0.88 0.49 1.27 1047.44 1.00 515 76 137 49 FALSE 4.89
non-small cell lung cancer KRAS_12C RAD54B Any amplification 125 197 0.15 -0.27 0.58 1262.53 1.00 490 90 162 35 FALSE 0.31
non-small cell lung cancer KRAS_12C RHOT1 Any amplification 125 53 0.16 -0.56 0.88 1230.44 1.00 609 115 43 10 FALSE 0.18
non-small cell lung cancer KRAS_12C RINT1 Any amplification 125 118 -0.64 -1.39 -0.09 18.13 1.15 545 114 107 11 FALSE 1.13
non-small cell lung cancer KRAS_12C SLC25A13 Any amplification 125 129 -0.65 -1.28 -0.05 1329.01 1.00 536 112 116 13 FALSE 1.43
non-small cell lung cancer KRAS_12C SMARCE1 Any amplification 125 52 0.06 -0.70 0.79 1452.39 1.00 609 116 43 9 FALSE 0.05
non-small cell lung cancer KRAS_12C UBE2T Any amplification 125 197 0.83 0.42 1.21 1406.30 1.00 505 75 147 50 FALSE 4.25
colorectal cancer KRAS_12C TCEB1 Any amplification 82 253 -0.30 -1.19 0.45 1605.48 1.00 2385 76 247 6 FALSE 0.33
non-small cell lung cancer KRAS_12C TCEB1 Any amplification 550 200 0.28 -0.12 0.64 1566.43 1.00 3419 516 166 34 FALSE 0.85
non-small cell lung cancer KRAS_12C PVRL4 Any amplification 125 263 0.79 0.40 1.21 1183.71 1.00 451 63 201 62 FALSE 4.22
non-small cell lung cancer KRAS_12C FOXL2 Any amplification 606 115 -0.75 -1.54 -0.08 1427.53 1.00 4023 598 107 8 FALSE 1.34
non-small cell lung cancer KRAS_12C XPO1 Any amplification 821 149 -0.29 -0.88 0.24 627.52 1.01 5499 806 134 15 FALSE 0.55
non-small cell lung cancer KRAS_12C DAXX Any amplification 606 78 0.28 -0.42 0.74 7.00 1.13 4056 594 66 12 TRUE 0.44
non-small cell lung cancer KRAS_12C DCUN1D1 Any amplification 460 64 -6.59 -15.85 -1.77 850.97 1.01 3210 460 64 0 FALSE 0.98
non-small cell lung cancer KRAS_12C EED Any amplification 623 58 -1.68 -3.41 -0.29 527.47 1.01 4269 621 56 2 FALSE 1.35
non-small cell lung cancer KRAS_12C ERCC3 Any amplification 800 75 -0.41 -0.94 0.40 3.94 1.27 5362 792 67 8 TRUE 0.58
non-small cell lung cancer KRAS_12C SPOP Any amplification 606 68 0.65 0.08 1.22 1283.34 1.00 4077 591 53 15 FALSE 1.54
non-small cell lung cancer KRAS_12C TRAF7 Any amplification 585 92 -0.83 -1.77 -0.02 997.26 1.00 3840 579 86 6 FALSE 1.22
non-small cell lung cancer KRAS_12C BCORL1 Any amplification 361 68 -0.78 -1.77 0.11 897.26 1.00 2288 356 63 5 FALSE 0.98
non-small cell lung cancer KRAS_12C FANCM Any amplification 146 93 -0.41 -1.13 0.25 306.94 1.00 765 136 83 10 TRUE 0.58
non-small cell lung cancer KRAS_12C XRCC3 Any amplification 146 74 -1.23 -2.37 -0.31 514.70 1.01 778 142 70 4 FALSE 1.61
non-small cell lung cancer KRAS_12C TERC Any amplification 182 205 -2.03 -3.00 -1.20 1415.66 1.00 1011 177 200 5 FALSE 4.83
non-small cell lung cancer KRAS_12C CDK2 Any amplification 215 56 0.54 -0.15 1.20 1200.38 1.00 1466 204 45 11 FALSE 0.94
non-small cell lung cancer KRAS_12C CRTC2 Any amplification 215 321 0.38 0.03 0.72 1502.01 1.00 1234 163 269 52 FALSE 1.50
non-small cell lung cancer KRAS_12C GLI2 Any amplification 349 91 -0.42 -1.14 0.23 1224.93 1.00 2145 340 82 9 FALSE 0.63
non-small cell lung cancer KRAS_12C GPC3 Any amplification 340 76 -1.16 -2.38 -0.26 1017.93 1.00 2083 336 72 4 TRUE 1.48
non-small cell lung cancer KRAS_12C PHF6 Any amplification 340 80 -0.97 -1.97 -0.07 1175.92 1.00 2080 335 75 5 FALSE 1.31
non-small cell lung cancer KRAS_12C TCF7L1 Any amplification 224 56 -0.27 -1.25 0.58 1251.82 1.00 1525 218 50 6 FALSE 0.25
non-small cell lung cancer KRAS_12C BCL11B Any amplification 125 58 -2.89 -5.54 -1.13 1180.92 1.00 595 124 57 1 FALSE 1.98
non-small cell lung cancer KRAS_12C DKC1 Any amplification 125 58 -1.46 -2.82 -0.38 1217.24 1.00 597 122 55 3 FALSE 1.72
non-small cell lung cancer KRAS_12C EME1 Any amplification 125 68 0.52 -0.08 1.08 1480.02 1.00 600 109 52 16 FALSE 1.05
non-small cell lung cancer KRAS_12C HFE Any amplification 125 66 -0.24 -0.99 0.46 1590.85 1.00 595 116 57 9 FALSE 0.27
non-small cell lung cancer KRAS_12C ID4 Any amplification 125 83 0.14 -0.46 0.70 972.11 1.00 584 110 68 15 FALSE 0.20
non-small cell lung cancer KRAS_12C MTA1 Any amplification 125 79 -1.20 -2.24 -0.34 1514.15 1.00 578 120 74 5 FALSE 1.90
non-small cell lung cancer KRAS_12C MUS81 Any amplification 125 59 0.00 -0.74 0.69 1326.29 1.00 603 115 49 10 FALSE 0.00
non-small cell lung cancer KRAS_12C NFKBIE Any amplification 125 90 -0.10 -0.71 0.50 648.24 1.00 576 111 76 14 FALSE 0.13
non-small cell lung cancer KRAS_12C NTHL1 Any amplification 374 114 -0.15 -0.74 0.36 1415.67 1.00 2286 360 100 14 FALSE 0.23
non-small cell lung cancer KRAS_12C POLH Any amplification 125 94 -0.14 -0.70 0.42 361.17 1.01 572 111 80 14 TRUE 0.19
non-small cell lung cancer KRAS_12C RELA Any amplification 125 59 -0.11 -0.95 0.59 1302.12 1.00 602 116 50 9 FALSE 0.11
non-small cell lung cancer KRAS_12C RHBDF2 Any amplification 125 86 0.18 -0.42 0.74 1373.56 1.00 582 109 70 16 FALSE 0.26
non-small cell lung cancer KRAS_12C RNF8 Any amplification 125 82 -0.06 -0.69 0.56 1021.04 1.00 583 112 69 13 FALSE 0.06
non-small cell lung cancer KRAS_12C SERPINA1 Any amplification 125 59 -1.98 -3.75 -0.71 1365.78 1.00 595 123 57 2 FALSE 1.96
non-small cell lung cancer KRAS_12C SLX4 Any amplification 365 90 -0.73 -1.60 0.02 229.00 1.01 2239 358 83 7 FALSE 1.03
non-small cell lung cancer KRAS_12C TAZ Any amplification 125 62 -0.68 -1.66 0.15 1183.12 1.00 596 119 56 6 FALSE 0.87
non-small cell lung cancer KRAS_12C TRAF3 Any amplification 125 72 -1.70 -3.11 -0.61 1419.01 1.00 583 122 69 3 FALSE 2.21
non-small cell lung cancer KRAS_12C TRIM37 Any amplification 125 76 0.35 -0.26 0.93 1287.33 1.00 592 109 60 16 FALSE 0.60
non-small cell lung cancer KRAS_12C BRE Any amplification 125 53 -1.00 -2.22 -0.05 1507.34 1.00 603 121 49 4 FALSE 1.14
non-small cell lung cancer KRAS_12C HIST1H3B Any amplification 585 74 -0.01 -0.77 0.62 1315.08 1.00 3870 575 64 10 FALSE 0.01
non-small cell lung cancer KRAS_12C HIST1H3C Any amplification 550 71 -0.10 -0.86 0.59 1216.75 1.00 3523 541 62 9 FALSE 0.11
colorectal cancer RAS_13 AKT3 Any amplification 342 109 -0.20 -0.93 0.45 1394.86 1.00 3633 334 101 8 FALSE 0.23
non-small cell lung cancer RAS_13 AKT3 Any amplification 145 449 0.03 -0.64 0.58 1620.74 1.00 5871 134 438 11 FALSE 0.03
colorectal cancer RAS_13 CCND3 Any amplification 342 111 -1.57 -3.00 -0.49 1412.71 1.00 3625 340 109 2 FALSE 1.88
non-small cell lung cancer RAS_13 CCND3 Any amplification 145 209 -0.80 -2.13 0.27 1616.54 1.00 6103 142 206 3 FALSE 0.71
colorectal cancer RAS_13 CDC73 Any amplification 342 136 -0.26 -0.98 0.33 1487.95 1.00 3605 333 127 9 FALSE 0.37
non-small cell lung cancer RAS_13 CDC73 Any amplification 145 475 0.16 -0.40 0.68 1252.32 1.00 5839 132 462 13 FALSE 0.24
colorectal cancer RAS_13 CDK4 Any amplification 342 64 0.17 -0.67 0.98 1392.78 1.00 3677 335 57 7 TRUE 0.16
non-small cell lung cancer RAS_13 CDK4 Any amplification 145 324 -0.64 -1.73 0.22 1469.81 1.00 5989 141 320 4 TRUE 0.71
colorectal cancer RAS_13 CDKN1A Any amplification 335 81 -0.68 -1.78 0.15 1486.11 1.00 3595 331 77 4 FALSE 0.77
non-small cell lung cancer RAS_13 CDKN1A Any amplification 144 156 -0.74 -2.19 0.37 1604.29 1.00 6110 142 154 2 FALSE 0.59
colorectal cancer RAS_13 EPCAM Any amplification 261 57 -0.09 -1.05 0.80 977.95 1.00 2720 256 52 5 FALSE 0.07
colorectal cancer RAS_13 FH Any amplification 335 121 -0.13 -0.81 0.50 1691.11 1.00 3560 326 112 9 TRUE 0.16
non-small cell lung cancer RAS_13 FH Any amplification 144 449 0.22 -0.40 0.79 1376.57 1.00 5828 131 436 13 TRUE 0.33
colorectal cancer RAS_13 H3F3A Any amplification 313 133 0.07 -0.56 0.62 1501.12 1.00 3366 301 121 12 TRUE 0.09
non-small cell lung cancer RAS_13 H3F3A Any amplification 135 452 0.05 -0.60 0.62 1416.12 1.00 5464 124 441 11 TRUE 0.05
colorectal cancer RAS_13 HOXB13 Any amplification 253 71 -0.13 -0.99 0.68 1506.20 1.00 2668 247 65 6 FALSE 0.12
non-small cell lung cancer RAS_13 HOXB13 Any amplification 101 66 -0.54 -2.42 0.87 1440.57 1.00 4148 100 65 1 FALSE 0.29
colorectal cancer RAS_13 IGF2 Any amplification 282 66 0.62 -0.08 1.31 967.96 1.00 2924 272 56 10 FALSE 1.12
colorectal cancer RAS_13 MCL1 Any amplification 342 162 -0.26 -0.92 0.32 1506.65 1.00 3581 331 151 11 FALSE 0.40
non-small cell lung cancer RAS_13 MCL1 Any amplification 145 734 0.12 -0.38 0.57 1454.52 1.00 5586 126 715 19 FALSE 0.21
colorectal cancer RAS_13 MDM4 Any amplification 342 126 -0.30 -1.05 0.36 1448.24 1.00 3616 334 118 8 TRUE 0.39
non-small cell lung cancer RAS_13 MDM4 Any amplification 145 477 0.30 -0.29 0.83 1576.87 1.00 5847 130 462 15 TRUE 0.53
colorectal cancer RAS_13 MYCN Any amplification 342 59 -0.47 -1.62 0.49 1581.36 1.00 3679 338 55 4 TRUE 0.41
non-small cell lung cancer RAS_13 MYCN Any amplification 145 132 -1.04 -2.88 0.29 1554.23 1.00 6178 144 131 1 TRUE 0.70
colorectal cancer RAS_13 NBN Any amplification 342 482 0.05 -0.30 0.39 1681.13 1.00 3294 300 440 42 TRUE 0.11
non-small cell lung cancer RAS_13 NBN Any amplification 145 511 0.17 -0.38 0.69 1377.44 1.00 5812 131 497 14 TRUE 0.26
colorectal cancer RAS_13 PIM1 Any amplification 311 79 -0.39 -1.28 0.45 1530.63 1.00 3350 306 74 5 FALSE 0.43
non-small cell lung cancer RAS_13 PIM1 Any amplification 143 163 -0.35 -1.58 0.62 1507.79 1.00 5926 140 160 3 FALSE 0.28
colorectal cancer RAS_13 PMS2 Any amplification 342 512 -0.38 -0.77 -0.03 1441.39 1.00 3254 310 480 32 TRUE 1.36
non-small cell lung cancer RAS_13 PMS2 Any amplification 145 576 -0.83 -1.68 -0.10 1436.66 1.00 5739 139 570 6 TRUE 1.47
colorectal cancer RAS_13 RAC1 Any amplification 275 272 -0.12 -0.60 0.31 1473.05 1.00 2672 253 250 22 FALSE 0.21
non-small cell lung cancer RAS_13 RAC1 Any amplification 110 247 -3.00 -7.83 -0.69 1335.83 1.00 4341 110 247 0 FALSE 0.92
colorectal cancer RAS_13 RAD21 Any amplification 289 555 0.08 -0.23 0.40 1475.15 1.00 2730 241 507 48 FALSE 0.20
non-small cell lung cancer RAS_13 RAD21 Any amplification 134 592 0.07 -0.46 0.58 1485.72 1.00 5142 119 577 15 FALSE 0.11
colorectal cancer RAS_13 RAD51D Any amplification 282 53 0.42 -0.45 1.20 1185.24 1.00 2936 275 46 7 FALSE 0.51
colorectal cancer RAS_13 REL Any amplification 342 51 -0.64 -2.01 0.43 1428.17 1.00 3684 339 48 3 FALSE 0.51
non-small cell lung cancer RAS_13 REL Any amplification 145 151 -1.22 -3.18 0.10 1580.97 1.00 6151 144 150 1 FALSE 0.83
colorectal cancer RAS_13 RIT1 Any amplification 261 82 -0.38 -1.31 0.39 1380.38 1.00 2695 256 77 5 FALSE 0.42
non-small cell lung cancer RAS_13 RIT1 Any amplification 109 302 0.26 -0.42 0.90 1454.94 1.00 4191 99 292 10 FALSE 0.37
colorectal cancer RAS_13 SDHA Any amplification 319 142 -0.34 -1.11 0.28 1540.65 1.00 3391 310 133 9 FALSE 0.49
non-small cell lung cancer RAS_13 SDHA Any amplification 132 739 -0.08 -0.63 0.42 1620.88 1.00 5049 116 723 16 FALSE 0.12
colorectal cancer RAS_13 SDHC Any amplification 335 133 -0.24 -0.92 0.37 1491.42 1.00 3548 326 124 9 FALSE 0.33
non-small cell lung cancer RAS_13 SDHC Any amplification 144 597 0.15 -0.38 0.62 1424.97 1.00 5683 128 581 16 FALSE 0.25
colorectal cancer RAS_13 SRC Any amplification 292 584 -0.50 -0.89 -0.13 1649.54 1.00 2565 258 550 34 TRUE 2.00
non-small cell lung cancer RAS_13 SRC Any amplification 126 146 -0.68 -2.30 0.49 1321.57 1.00 5474 124 144 2 TRUE 0.47
colorectal cancer RAS_13 TOP1 Any amplification 228 114 -0.68 -1.62 0.07 1500.90 1.00 2242 222 108 6 FALSE 0.94
colorectal cancer RAS_13 VEGFA Any amplification 260 73 -0.69 -1.86 0.23 1627.00 1.00 2724 256 69 4 FALSE 0.68
non-small cell lung cancer RAS_13 VEGFA Any amplification 102 122 -1.10 -3.00 0.20 1486.33 1.00 4129 101 121 1 FALSE 0.75
colorectal cancer RAS_13 XRCC2 Any amplification 253 172 -0.12 -0.75 0.44 1269.02 1.00 2575 239 158 14 FALSE 0.16
non-small cell lung cancer RAS_13 XRCC2 Any amplification 101 120 -2.46 -7.52 -0.17 1243.59 1.00 4093 101 120 0 FALSE 0.70
colorectal cancer RAS_13 FANCE Any amplification 145 75 -0.96 -2.29 0.10 1339.98 1.00 1620 142 72 3 FALSE 0.92
non-small cell lung cancer RAS_13 FANCE Any amplification 55 143 -1.24 -3.21 0.14 1263.42 1.00 2515 54 142 1 FALSE 0.84
colorectal cancer RAS_13 RUNX1T1 Any amplification 85 261 0.13 -0.38 0.58 42.07 1.05 702 62 238 23 FALSE 0.20
colorectal cancer RAS_13 ZNF217 Any amplification 145 938 -0.15 -0.49 0.19 1518.62 1.00 823 76 869 69 FALSE 0.41
non-small cell lung cancer RAS_13 ZNF217 Any amplification 55 269 -0.74 -2.02 0.24 1317.59 1.00 2391 52 266 3 FALSE 0.69
colorectal cancer RAS_13 PIK3C2B Any amplification 138 130 -0.12 -0.85 0.54 1459.78 1.00 1511 129 121 9 FALSE 0.13
non-small cell lung cancer RAS_13 PIK3C2B Any amplification 54 452 0.56 -0.07 1.18 1440.02 1.00 2183 39 437 15 FALSE 1.09
colorectal cancer RAS_13 PRSS1 Any amplification 78 153 0.03 -0.64 0.64 1260.06 1.00 740 65 140 13 TRUE 0.03
colorectal cancer RAS_13 RSPO2 Any amplification 78 268 0.20 -0.31 0.68 1335.27 1.00 637 53 243 25 FALSE 0.38
colorectal cancer RAS_13 CDK5 Any amplification 60 187 -0.92 -1.70 -0.21 1419.67 1.00 572 53 180 7 FALSE 1.78
colorectal cancer RAS_13 EXT1 Any amplification 114 537 0.15 -0.24 0.53 1346.28 1.00 891 70 493 44 TRUE 0.34
non-small cell lung cancer RAS_13 EXT1 Any amplification 53 554 0.19 -0.39 0.75 1514.39 1.00 1902 39 540 14 TRUE 0.29
colorectal cancer RAS_13 FKBP9 Any amplification 60 266 -0.98 -1.71 -0.32 1355.86 1.00 496 50 256 10 FALSE 2.13
colorectal cancer RAS_13 FUS Any amplification 114 135 -1.04 -2.05 -0.12 1281.77 1.00 1254 109 130 5 FALSE 1.45
non-small cell lung cancer RAS_13 FUS Any amplification 53 208 -2.68 -6.93 -0.71 1411.94 1.00 2234 53 208 0 FALSE 0.98
colorectal cancer RAS_13 GLI3 Any amplification 60 238 -0.81 -1.58 -0.15 1242.13 1.00 524 50 228 10 FALSE 1.57
colorectal cancer RAS_13 IKZF3 Any amplification 70 66 -0.08 -1.12 0.81 1377.66 1.00 791 65 61 5 FALSE 0.06
colorectal cancer RAS_13 LMO3 Any amplification 60 52 -0.43 -1.97 0.62 1261.33 1.00 703 57 49 3 FALSE 0.30
colorectal cancer RAS_13 PTK2 Any amplification 60 262 -0.04 -0.62 0.50 1426.60 1.00 509 41 243 19 FALSE 0.06
colorectal cancer RAS_13 RBL2 Any amplification 60 64 -1.18 -3.11 0.09 930.04 1.01 690 58 62 2 FALSE 0.83
colorectal cancer RAS_13 RHPN2 Any amplification 60 71 -2.22 -4.89 -0.49 1379.45 1.00 682 59 70 1 FALSE 1.21
colorectal cancer RAS_13 CDH4 Any amplification 98 407 0.04 -0.41 0.47 1636.50 1.00 860 67 376 31 FALSE 0.07
colorectal cancer RAS_13 EGLN1 Any amplification 54 68 -0.48 -1.60 0.50 241.93 1.01 568 50 64 4 FALSE 0.42
colorectal cancer RAS_13 EXO1 Any amplification 54 65 -0.38 -1.60 0.59 770.25 1.01 571 50 61 4 FALSE 0.31
colorectal cancer RAS_13 GBA Any amplification 54 71 -0.49 -1.67 0.51 1392.33 1.00 565 50 67 4 FALSE 0.43
colorectal cancer RAS_13 JAZF1 Any amplification 64 253 0.11 -0.47 0.65 1434.79 1.00 501 42 231 22 FALSE 0.16
colorectal cancer RAS_13 LIG4 Any amplification 54 315 0.18 -0.38 0.77 1355.26 1.00 344 27 288 27 FALSE 0.27
colorectal cancer RAS_13 MAFB Any amplification 54 414 0.20 -0.40 0.77 1462.26 1.00 253 19 379 35 FALSE 0.30
colorectal cancer RAS_13 PAXIP1 Any amplification 54 175 0.01 -0.62 0.62 1246.04 1.00 471 40 161 14 FALSE 0.01
colorectal cancer RAS_13 POT1 Any amplification 54 158 -0.08 -0.81 0.56 1438.37 1.00 486 42 146 12 TRUE 0.08
colorectal cancer RAS_13 PTPN14 Any amplification 54 74 -0.56 -1.80 0.52 1171.40 1.00 562 50 70 4 FALSE 0.48
colorectal cancer RAS_13 RAD54B Any amplification 54 260 0.38 -0.20 0.91 1149.42 1.00 397 29 235 25 FALSE 0.72
colorectal cancer RAS_13 RHOT1 Any amplification 54 53 0.59 -0.28 1.37 1421.64 1.00 586 47 46 7 FALSE 0.81
colorectal cancer RAS_13 RINT1 Any amplification 54 171 0.13 -0.48 0.73 1396.55 1.00 476 39 156 15 FALSE 0.16
colorectal cancer RAS_13 SLC25A13 Any amplification 54 178 0.08 -0.55 0.70 1251.50 1.00 469 39 163 15 FALSE 0.10
colorectal cancer RAS_13 SMARCE1 Any amplification 54 55 0.33 -0.63 1.21 820.50 1.00 583 48 49 6 FALSE 0.32
colorectal cancer RAS_13 UBE2T Any amplification 54 72 -0.51 -1.73 0.51 1389.41 1.00 564 50 68 4 FALSE 0.43
colorectal cancer RAS_13 RTEL1 Any amplification 97 61 0.10 -0.87 0.91 1143.22 1.00 980 91 55 6 FALSE 0.08
colorectal cancer RAS_13 TCEB1 Any amplification 229 253 0.23 -0.20 0.66 1510.59 1.00 2258 203 227 26 FALSE 0.56
non-small cell lung cancer RAS_13 TCEB1 Any amplification 100 200 0.33 -0.44 1.04 1354.97 1.00 3842 93 193 7 FALSE 0.42
colorectal cancer RAS_13 PVRL4 Any amplification 54 84 -0.43 -1.48 0.48 1560.60 1.00 553 49 79 5 FALSE 0.41
non-small cell lung cancer RAS_13 FOXL2 Any amplification 111 115 0.29 -0.92 1.22 1406.33 1.00 4514 107 111 4 FALSE 0.23
non-small cell lung cancer RAS_13 XPO1 Any amplification 145 149 -1.63 -4.35 0.15 1333.82 1.00 6161 144 148 1 FALSE 0.84
non-small cell lung cancer RAS_13 DAXX Any amplification 111 78 -1.09 -3.97 0.78 1231.05 1.00 4540 110 77 1 TRUE 0.45
non-small cell lung cancer RAS_13 DCUN1D1 Any amplification 90 64 -5.37 -15.27 -0.07 1388.58 1.00 3580 90 64 0 FALSE 0.67
non-small cell lung cancer RAS_13 EED Any amplification 112 58 -5.21 -14.89 0.03 1242.69 1.00 4778 112 58 0 FALSE 0.65
non-small cell lung cancer RAS_13 ERCC3 Any amplification 143 75 -1.00 -3.60 0.86 1275.88 1.00 6012 142 74 1 TRUE 0.41
non-small cell lung cancer RAS_13 SPOP Any amplification 111 68 -1.00 -3.78 0.84 1280.66 1.00 4558 110 67 1 FALSE 0.40
non-small cell lung cancer RAS_13 TRAF7 Any amplification 109 92 -5.53 -15.01 -0.63 1075.87 1.00 4310 109 92 0 FALSE 0.78
non-small cell lung cancer RAS_13 BCORL1 Any amplification 55 68 -0.79 -3.59 1.08 1129.25 1.00 2590 54 67 1 FALSE 0.30
non-small cell lung cancer RAS_13 GLI2 Any amplification 53 91 0.97 -0.10 1.82 1515.31 1.00 2437 48 86 5 FALSE 1.34
non-small cell lung cancer RAS_13 GPC3 Any amplification 53 76 -1.04 -3.92 0.87 1361.13 1.00 2367 52 75 1 TRUE 0.40
non-small cell lung cancer RAS_13 PHF6 Any amplification 53 80 -1.02 -3.77 0.85 1495.79 1.00 2363 52 79 1 FALSE 0.41
non-small cell lung cancer RAS_13 NTHL1 Any amplification 62 114 -5.63 -15.01 -0.78 1391.37 1.00 2584 62 114 0 FALSE 0.81
non-small cell lung cancer RAS_13 HIST1H3B Any amplification 109 74 -1.14 -3.95 0.68 1360.92 1.00 4337 108 73 1 FALSE 0.47
non-small cell lung cancer RAS_13 HIST1H3C Any amplification 100 71 -0.99 -3.74 0.80 1314.72 1.00 3965 99 70 1 FALSE 0.39
colorectal cancer KRAS_13 AKT3 Any amplification 315 109 -0.41 -1.25 0.34 1575.15 1.00 3658 309 103 6 FALSE 0.51
non-small cell lung cancer KRAS_13 AKT3 Any amplification 134 449 -0.12 -0.84 0.51 1410.13 1.00 5880 125 440 9 FALSE 0.13
colorectal cancer KRAS_13 CCND3 Any amplification 315 111 -1.99 -3.88 -0.63 1482.35 1.00 3651 314 110 1 FALSE 1.73
non-small cell lung cancer KRAS_13 CCND3 Any amplification 134 209 -0.81 -2.18 0.33 1504.49 1.00 6114 131 206 3 FALSE 0.67
colorectal cancer KRAS_13 CDC73 Any amplification 315 136 -0.46 -1.27 0.25 1530.65 1.00 3630 308 129 7 FALSE 0.64
non-small cell lung cancer KRAS_13 CDC73 Any amplification 134 475 0.03 -0.62 0.60 1531.07 1.00 5848 123 464 11 FALSE 0.04
colorectal cancer KRAS_13 CDK4 Any amplification 315 64 0.25 -0.62 1.01 1544.03 1.00 3704 308 57 7 TRUE 0.27
non-small cell lung cancer KRAS_13 CDK4 Any amplification 134 324 -0.55 -1.61 0.32 1273.96 1.00 6000 130 320 4 TRUE 0.58
colorectal cancer KRAS_13 CDKN1A Any amplification 309 81 -0.89 -2.17 0.16 1628.08 1.00 3620 306 78 3 FALSE 0.91
non-small cell lung cancer KRAS_13 CDKN1A Any amplification 133 156 -0.75 -2.27 0.44 1524.89 1.00 6121 131 154 2 FALSE 0.59
colorectal cancer KRAS_13 EPCAM Any amplification 240 57 0.03 -0.99 0.89 1343.49 1.00 2741 235 52 5 FALSE 0.02
colorectal cancer KRAS_13 FH Any amplification 309 121 -0.33 -1.09 0.37 1482.94 1.00 3584 302 114 7 TRUE 0.41
non-small cell lung cancer KRAS_13 FH Any amplification 133 449 0.12 -0.56 0.73 1459.44 1.00 5837 122 438 11 TRUE 0.15
colorectal cancer KRAS_13 H3F3A Any amplification 287 133 -0.05 -0.74 0.52 1427.58 1.00 3390 277 123 10 TRUE 0.06
non-small cell lung cancer KRAS_13 H3F3A Any amplification 125 452 -0.10 -0.85 0.52 1459.46 1.00 5472 116 443 9 TRUE 0.12
colorectal cancer KRAS_13 HOXB13 Any amplification 231 71 -0.23 -1.19 0.60 1422.01 1.00 2689 226 66 5 FALSE 0.21
non-small cell lung cancer KRAS_13 HOXB13 Any amplification 94 66 -0.52 -2.40 0.79 1542.82 1.00 4155 93 65 1 FALSE 0.28
colorectal cancer KRAS_13 IGF2 Any amplification 259 66 0.56 -0.24 1.24 1403.71 1.00 2946 250 57 9 FALSE 0.84
colorectal cancer KRAS_13 MCL1 Any amplification 315 162 -0.28 -0.96 0.32 1498.55 1.00 3607 305 152 10 FALSE 0.41
non-small cell lung cancer KRAS_13 MCL1 Any amplification 134 734 0.01 -0.52 0.48 1523.06 1.00 5594 118 718 16 FALSE 0.02
colorectal cancer KRAS_13 MDM4 Any amplification 315 126 -0.52 -1.34 0.23 1316.37 1.00 3641 309 120 6 TRUE 0.69
non-small cell lung cancer KRAS_13 MDM4 Any amplification 134 477 0.22 -0.41 0.78 1555.40 1.00 5856 121 464 13 TRUE 0.34
colorectal cancer KRAS_13 MYCN Any amplification 315 59 -0.46 -1.69 0.50 1501.00 1.00 3706 311 55 4 TRUE 0.37
non-small cell lung cancer KRAS_13 MYCN Any amplification 134 132 -2.34 -6.84 -0.14 1547.42 1.00 6188 134 132 0 TRUE 0.67
colorectal cancer KRAS_13 NBN Any amplification 315 482 -0.11 -0.47 0.25 1398.18 1.00 3313 281 448 34 TRUE 0.26
non-small cell lung cancer KRAS_13 NBN Any amplification 134 511 0.07 -0.56 0.63 1405.62 1.00 5821 122 499 12 TRUE 0.09
colorectal cancer KRAS_13 PIM1 Any amplification 287 79 -0.48 -1.53 0.35 1414.42 1.00 3373 283 75 4 FALSE 0.51
non-small cell lung cancer KRAS_13 PIM1 Any amplification 132 163 -0.37 -1.59 0.68 1445.87 1.00 5937 129 160 3 FALSE 0.29
colorectal cancer KRAS_13 PMS2 Any amplification 315 512 -0.57 -1.01 -0.17 1467.55 1.00 3274 290 487 25 TRUE 2.15
non-small cell lung cancer KRAS_13 PMS2 Any amplification 134 576 -0.95 -1.81 -0.19 1528.86 1.00 5749 129 571 5 TRUE 1.58
colorectal cancer KRAS_13 RAC1 Any amplification 253 272 -0.35 -0.90 0.18 1273.24 1.00 2689 236 255 17 FALSE 0.71
non-small cell lung cancer KRAS_13 RAC1 Any amplification 102 247 -2.94 -8.15 -0.63 1333.18 1.00 4349 102 247 0 FALSE 0.91
colorectal cancer KRAS_13 RAD21 Any amplification 265 555 -0.09 -0.43 0.24 1527.21 1.00 2745 226 516 39 FALSE 0.21
non-small cell lung cancer KRAS_13 RAD21 Any amplification 124 592 0.00 -0.59 0.55 1638.28 1.00 5150 111 579 13 FALSE 0.00
colorectal cancer KRAS_13 RAD51D Any amplification 259 53 0.33 -0.66 1.09 1206.65 1.00 2958 253 47 6 FALSE 0.34
colorectal cancer KRAS_13 REL Any amplification 315 51 -0.73 -2.23 0.42 1465.48 1.00 3711 312 48 3 FALSE 0.53
non-small cell lung cancer KRAS_13 REL Any amplification 134 151 -2.60 -7.96 -0.34 1475.71 1.00 6161 134 151 0 FALSE 0.73
colorectal cancer KRAS_13 RIT1 Any amplification 240 82 -0.79 -1.97 0.19 1393.50 1.00 2714 237 79 3 FALSE 0.81
non-small cell lung cancer KRAS_13 RIT1 Any amplification 101 302 0.07 -0.74 0.75 1461.94 1.00 4197 93 294 8 FALSE 0.07
colorectal cancer KRAS_13 SDHA Any amplification 294 142 -0.52 -1.31 0.19 1481.30 1.00 3414 287 135 7 FALSE 0.77
non-small cell lung cancer KRAS_13 SDHA Any amplification 122 739 -0.24 -0.84 0.29 1292.79 1.00 5056 109 726 13 FALSE 0.39
colorectal cancer KRAS_13 SDHC Any amplification 309 133 -0.44 -1.25 0.26 1494.14 1.00 3572 302 126 7 FALSE 0.59
non-small cell lung cancer KRAS_13 SDHC Any amplification 133 597 0.08 -0.52 0.59 1355.23 1.00 5692 119 583 14 FALSE 0.12
colorectal cancer KRAS_13 SRC Any amplification 274 584 -0.57 -1.00 -0.18 1405.67 1.00 2579 244 554 30 TRUE 2.26
non-small cell lung cancer KRAS_13 SRC Any amplification 117 146 -0.65 -2.14 0.55 1423.64 1.00 5483 115 144 2 TRUE 0.43
colorectal cancer KRAS_13 TOP1 Any amplification 214 114 -0.59 -1.49 0.15 1298.25 1.00 2256 208 108 6 FALSE 0.77
colorectal cancer KRAS_13 VEGFA Any amplification 237 73 -0.92 -2.24 0.11 1523.93 1.00 2746 234 70 3 FALSE 0.90
non-small cell lung cancer KRAS_13 VEGFA Any amplification 95 122 -1.18 -3.06 0.29 1520.22 1.00 4136 94 121 1 FALSE 0.76
colorectal cancer KRAS_13 XRCC2 Any amplification 231 172 -0.32 -1.00 0.29 1641.29 1.00 2594 220 161 11 FALSE 0.47
non-small cell lung cancer KRAS_13 XRCC2 Any amplification 94 120 -2.32 -7.35 -0.12 1386.10 1.00 4100 94 120 0 FALSE 0.66
colorectal cancer KRAS_13 ETV5 Any amplification 129 64 0.06 -1.08 0.92 1226.98 1.00 1649 124 59 5 TRUE 0.04
colorectal cancer KRAS_13 FANCE Any amplification 129 75 -1.26 -3.12 -0.01 1008.56 1.01 1635 127 73 2 FALSE 0.92
colorectal cancer KRAS_13 FANCG Any amplification 129 120 0.03 -0.67 0.66 1220.18 1.00 1597 120 111 9 TRUE 0.03
colorectal cancer KRAS_13 PRKDC Any amplification 129 446 0.07 -0.33 0.46 1352.91 1.00 1295 96 413 33 FALSE 0.13
colorectal cancer KRAS_13 RUNX1T1 Any amplification 73 261 -0.23 -0.84 0.30 953.80 1.00 707 57 245 16 FALSE 0.36
colorectal cancer KRAS_13 ZNF217 Any amplification 129 938 -0.23 -0.59 0.14 1495.59 1.00 829 70 879 59 FALSE 0.67
colorectal cancer KRAS_13 MYB Any amplification 123 89 -0.98 -2.54 0.13 832.86 1.00 1561 120 86 3 FALSE 0.87
colorectal cancer KRAS_13 PIK3C2B Any amplification 123 130 -0.34 -1.16 0.41 1074.49 1.00 1524 116 123 7 FALSE 0.41
colorectal cancer KRAS_13 PRSS1 Any amplification 67 153 0.00 -0.73 0.64 673.53 1.00 749 56 142 11 TRUE 0.00
colorectal cancer KRAS_13 RSPO2 Any amplification 67 268 -0.06 -0.64 0.46 991.34 1.01 641 49 250 18 FALSE 0.08
colorectal cancer KRAS_13 CBLB Any amplification 101 52 -0.89 -2.70 0.46 792.35 1.01 1347 99 50 2 FALSE 0.57
colorectal cancer KRAS_13 CDK5 Any amplification 56 187 -0.84 -1.65 -0.08 1337.77 1.00 576 49 180 7 FALSE 1.35
colorectal cancer KRAS_13 CDKN1C Any amplification 101 54 -0.38 -1.79 0.73 1263.22 1.01 1346 98 51 3 FALSE 0.26
colorectal cancer KRAS_13 CRTC1 Any amplification 101 64 0.05 -1.02 0.97 1516.05 1.00 1338 96 59 5 FALSE 0.04
colorectal cancer KRAS_13 CUX1 Any amplification 101 373 -0.23 -0.72 0.20 32.11 1.08 1045 80 352 21 FALSE 0.48
colorectal cancer KRAS_13 DDB2 Any amplification 101 52 -0.85 -2.66 0.56 1019.22 1.00 1347 99 50 2 TRUE 0.52
colorectal cancer KRAS_13 EXT1 Any amplification 101 537 0.03 -0.39 0.47 1087.07 1.00 897 64 500 37 TRUE 0.05
colorectal cancer KRAS_13 FKBP9 Any amplification 56 266 -1.17 -2.00 -0.44 1208.30 1.01 498 48 258 8 FALSE 2.72
colorectal cancer KRAS_13 FUS Any amplification 101 135 -0.76 -1.80 0.10 850.41 1.00 1267 96 130 5 FALSE 0.90
colorectal cancer KRAS_13 GLI3 Any amplification 56 238 -0.86 -1.71 -0.18 1326.71 1.00 527 47 229 9 FALSE 1.60
colorectal cancer KRAS_13 IKZF3 Any amplification 65 66 0.07 -1.05 1.08 81.68 1.02 796 60 61 5 FALSE 0.05
colorectal cancer KRAS_13 LMO2 Any amplification 101 52 -0.38 -1.77 0.78 756.54 1.00 1348 98 49 3 FALSE 0.25
colorectal cancer KRAS_13 LMO3 Any amplification 56 52 -0.33 -1.80 0.74 628.89 1.01 707 53 49 3 FALSE 0.22
colorectal cancer KRAS_13 MECOM Any amplification 110 74 -0.13 -1.17 0.74 1018.33 1.00 1429 105 69 5 FALSE 0.10
colorectal cancer KRAS_13 MYBL1 Any amplification 101 469 0.01 -0.42 0.46 827.56 1.00 960 69 437 32 FALSE 0.02
colorectal cancer KRAS_13 NFKBIZ Any amplification 101 80 -0.18 -1.24 0.71 1234.49 1.00 1322 96 75 5 FALSE 0.15
colorectal cancer KRAS_13 PTK2 Any amplification 56 262 -0.04 -0.62 0.51 1412.87 1.00 512 38 244 18 FALSE 0.04
colorectal cancer KRAS_13 RBL2 Any amplification 56 64 -0.91 -2.71 0.41 4.54 1.32 694 54 62 2 FALSE 0.48
colorectal cancer KRAS_13 RHPN2 Any amplification 56 71 -2.17 -5.23 -0.36 1263.32 1.00 686 55 70 1 FALSE 1.17
colorectal cancer KRAS_13 SBDS Any amplification 101 370 -0.25 -0.77 0.26 1055.47 1.00 1048 80 349 21 TRUE 0.45
colorectal cancer KRAS_13 STAT6 Any amplification 101 68 0.74 0.00 1.47 1335.34 1.00 1338 92 59 9 FALSE 1.33
colorectal cancer KRAS_13 XPA Any amplification 101 76 0.12 -0.86 0.98 560.27 1.00 1327 95 70 6 TRUE 0.09
colorectal cancer KRAS_13 CDH4 Any amplification 86 407 -0.08 -0.56 0.41 1211.92 1.00 866 61 382 25 FALSE 0.13
colorectal cancer KRAS_13 JAZF1 Any amplification 54 253 -0.06 -0.63 0.52 325.20 1.02 506 37 236 17 FALSE 0.07
colorectal cancer KRAS_13 RTEL1 Any amplification 94 61 0.08 -0.79 0.92 533.72 1.01 983 88 55 6 FALSE 0.06
colorectal cancer KRAS_13 TCEB1 Any amplification 209 253 -0.10 -0.55 0.36 1352.65 1.00 2270 191 235 18 FALSE 0.16
non-small cell lung cancer KRAS_13 TCEB1 Any amplification 93 200 0.19 -0.66 0.98 1600.96 1.00 3848 87 194 6 FALSE 0.19
non-small cell lung cancer KRAS_13 FOXL2 Any amplification 103 115 -0.48 -2.29 0.84 1462.80 1.00 4520 101 113 2 FALSE 0.25
non-small cell lung cancer KRAS_13 XPO1 Any amplification 134 149 -6.10 -16.33 -0.84 1186.87 1.00 6171 134 149 0 FALSE 0.67
non-small cell lung cancer KRAS_13 DAXX Any amplification 103 78 -0.92 -3.59 0.80 1254.13 1.00 4548 102 77 1 TRUE 0.39
non-small cell lung cancer KRAS_13 DCUN1D1 Any amplification 84 64 -5.54 -16.27 -0.23 1403.92 1.00 3586 84 64 0 FALSE 0.68
non-small cell lung cancer KRAS_13 EED Any amplification 104 58 -5.26 -14.24 -0.29 1340.41 1.00 4786 104 58 0 FALSE 0.75
non-small cell lung cancer KRAS_13 ERCC3 Any amplification 132 75 -0.93 -3.84 0.90 533.13 1.01 6023 131 74 1 TRUE 0.36
non-small cell lung cancer KRAS_13 SPOP Any amplification 103 68 -0.98 -4.28 0.92 870.25 1.00 4566 102 67 1 FALSE 0.35
non-small cell lung cancer KRAS_13 TRAF7 Any amplification 101 92 -5.21 -13.63 -0.38 886.47 1.00 4318 101 92 0 FALSE 0.80
non-small cell lung cancer KRAS_13 NTHL1 Any amplification 58 114 -5.54 -14.80 -0.73 806.92 1.00 2588 58 114 0 FALSE 0.80
non-small cell lung cancer KRAS_13 HIST1H3B Any amplification 101 74 -1.03 -3.80 0.80 803.16 1.00 4345 100 73 1 FALSE 0.39
non-small cell lung cancer KRAS_13 HIST1H3C Any amplification 93 71 -1.17 -3.75 0.80 81.84 1.03 3972 92 70 1 FALSE 0.48
colorectal cancer RAS_61 AKT3 Any amplification 165 109 0.23 -0.62 0.96 1443.08 1.00 3808 159 103 6 FALSE 0.25
non-small cell lung cancer RAS_61 AKT3 Any amplification 144 449 0.16 -0.43 0.70 1472.72 1.00 5873 132 437 12 FALSE 0.23
pancreatic cancer RAS_61 AKT3 Any amplification 135 59 -0.43 -1.58 0.58 1125.38 1.00 1912 133 57 2 FALSE 0.35
melanoma RAS_61 AKT3 Any amplification 336 123 0.73 0.34 1.09 1550.50 1.00 1158 293 80 43 FALSE 3.80
colorectal cancer RAS_61 CCND3 Any amplification 165 111 -0.25 -1.26 0.66 1552.76 1.00 3804 161 107 4 FALSE 0.21
non-small cell lung cancer RAS_61 CCND3 Any amplification 144 209 -1.25 -3.14 -0.03 1570.47 1.00 6102 143 208 1 FALSE 0.96
melanoma RAS_61 CCND3 Any amplification 336 140 0.29 -0.10 0.68 1407.69 1.00 1135 299 103 37 FALSE 0.83
colorectal cancer RAS_61 CDC73 Any amplification 165 136 0.18 -0.58 0.86 1480.57 1.00 3780 158 129 7 FALSE 0.20
non-small cell lung cancer RAS_61 CDC73 Any amplification 144 475 0.18 -0.42 0.70 1435.17 1.00 5840 131 462 13 FALSE 0.28
pancreatic cancer RAS_61 CDC73 Any amplification 135 63 -0.50 -1.79 0.45 1503.30 1.00 1902 133 61 2 FALSE 0.44
melanoma RAS_61 CDC73 Any amplification 336 119 0.54 0.12 0.93 1390.03 1.00 1149 299 82 37 FALSE 2.06
colorectal cancer RAS_61 CDK4 Any amplification 165 64 0.12 -0.93 1.10 1501.20 1.00 3851 161 60 4 TRUE 0.09
non-small cell lung cancer RAS_61 CDK4 Any amplification 144 324 -0.48 -1.35 0.28 1371.66 1.00 5991 139 319 5 TRUE 0.58
pancreatic cancer RAS_61 CDK4 Any amplification 135 68 -1.09 -2.57 0.05 1590.34 1.00 1902 134 67 1 TRUE 1.02
melanoma RAS_61 CDK4 Any amplification 336 60 -0.46 -1.18 0.18 1520.37 1.00 1188 327 51 9 TRUE 0.75
colorectal cancer RAS_61 EPCAM Any amplification 115 57 -5.48 -15.15 -0.63 1097.93 1.00 2861 115 57 0 FALSE 0.68
colorectal cancer RAS_61 FH Any amplification 163 121 0.13 -0.69 0.86 1223.23 1.00 3729 157 115 6 TRUE 0.12
non-small cell lung cancer RAS_61 FH Any amplification 144 449 0.14 -0.47 0.72 1483.20 1.00 5827 132 437 12 TRUE 0.20
pancreatic cancer RAS_61 FH Any amplification 134 63 -0.47 -1.63 0.46 1531.09 1.00 1893 132 61 2 TRUE 0.41
melanoma RAS_61 FH Any amplification 330 119 0.69 0.29 1.08 1468.56 1.00 1122 289 78 41 TRUE 3.25
colorectal cancer RAS_61 H3F3A Any amplification 158 133 0.18 -0.55 0.89 1491.89 1.00 3516 151 126 7 TRUE 0.21
non-small cell lung cancer RAS_61 H3F3A Any amplification 135 452 0.23 -0.36 0.76 1493.55 1.00 5466 122 439 13 TRUE 0.38
pancreatic cancer RAS_61 H3F3A Any amplification 134 61 -0.46 -1.62 0.50 1462.41 1.00 1864 132 59 2 TRUE 0.40
melanoma RAS_61 H3F3A Any amplification 320 112 0.61 0.20 1.00 1579.53 1.00 1075 283 75 37 TRUE 2.54
colorectal cancer RAS_61 HOXB13 Any amplification 119 71 -1.11 -3.15 0.28 1523.50 1.00 2797 118 70 1 FALSE 0.69
non-small cell lung cancer RAS_61 HOXB13 Any amplification 85 66 -0.87 -2.96 0.72 1519.16 1.00 4164 84 65 1 FALSE 0.46
colorectal cancer RAS_61 IGF2 Any amplification 126 66 0.35 -0.81 1.35 1467.17 1.00 3074 122 62 4 FALSE 0.27
colorectal cancer RAS_61 MCL1 Any amplification 165 162 0.13 -0.59 0.79 1354.62 1.00 3755 157 154 8 FALSE 0.15
non-small cell lung cancer RAS_61 MCL1 Any amplification 144 734 0.01 -0.51 0.48 1356.88 1.00 5585 127 717 17 FALSE 0.02
pancreatic cancer RAS_61 MCL1 Any amplification 135 83 -0.46 -1.47 0.40 1360.43 1.00 1883 132 80 3 FALSE 0.49
melanoma RAS_61 MCL1 Any amplification 336 130 0.57 0.16 0.95 1459.63 1.00 1145 295 89 41 FALSE 2.37
colorectal cancer RAS_61 MDM4 Any amplification 165 126 0.24 -0.57 0.96 1223.47 1.00 3792 158 119 7 TRUE 0.28
non-small cell lung cancer RAS_61 MDM4 Any amplification 144 477 0.24 -0.33 0.77 1665.00 1.00 5847 130 463 14 TRUE 0.42
pancreatic cancer RAS_61 MDM4 Any amplification 135 64 -0.49 -1.78 0.48 1182.09 1.00 1907 133 62 2 TRUE 0.42
melanoma RAS_61 MDM4 Any amplification 336 120 0.48 0.07 0.86 1420.25 1.00 1155 300 84 36 TRUE 1.75
colorectal cancer RAS_61 MYCN Any amplification 165 59 -0.07 -1.26 0.96 1134.34 1.00 3855 162 56 3 TRUE 0.05
non-small cell lung cancer RAS_61 MYCN Any amplification 144 132 -0.36 -1.72 0.68 1477.96 1.00 6180 142 130 2 TRUE 0.26
colorectal cancer RAS_61 NBN Any amplification 165 482 -0.15 -0.65 0.30 1459.94 1.00 3446 148 465 17 TRUE 0.28
non-small cell lung cancer RAS_61 NBN Any amplification 144 511 0.56 0.07 1.03 1481.37 1.00 5819 124 491 20 TRUE 1.59
pancreatic cancer RAS_61 NBN Any amplification 135 81 0.24 -0.56 0.92 1356.22 1.00 1895 128 74 7 TRUE 0.28
melanoma RAS_61 NBN Any amplification 336 153 -0.18 -0.63 0.22 1522.39 1.00 1111 308 125 28 TRUE 0.40
colorectal cancer RAS_61 PIM1 Any amplification 148 79 -0.20 -1.42 0.81 1578.05 1.00 3511 145 76 3 FALSE 0.14
non-small cell lung cancer RAS_61 PIM1 Any amplification 142 163 -1.14 -3.02 0.22 1378.34 1.00 5925 141 162 1 FALSE 0.80
melanoma RAS_61 PIM1 Any amplification 293 140 0.28 -0.12 0.69 1411.99 1.00 958 256 103 37 FALSE 0.75
colorectal cancer RAS_61 PMS2 Any amplification 165 512 -0.37 -0.91 0.15 1456.65 1.00 3415 149 496 16 TRUE 0.78
non-small cell lung cancer RAS_61 PMS2 Any amplification 144 576 -0.85 -1.67 -0.15 1604.35 1.00 5740 138 570 6 TRUE 1.55
pancreatic cancer RAS_61 PMS2 Any amplification 135 88 -1.33 -2.75 -0.25 1444.66 1.00 1882 134 87 1 TRUE 1.46
melanoma RAS_61 PMS2 Any amplification 336 132 -0.27 -0.74 0.18 1526.16 1.00 1128 312 108 24 TRUE 0.62
colorectal cancer RAS_61 RAC1 Any amplification 124 272 -0.05 -0.71 0.56 1399.55 1.00 2812 113 261 11 FALSE 0.05
non-small cell lung cancer RAS_61 RAC1 Any amplification 94 247 -2.19 -5.13 -0.39 1567.05 1.00 4357 94 247 0 FALSE 1.04
melanoma RAS_61 RAC1 Any amplification 279 89 -0.10 -0.71 0.42 1372.14 1.00 976 261 71 18 FALSE 0.15
colorectal cancer RAS_61 RAD21 Any amplification 143 555 -0.04 -0.50 0.37 1530.01 1.00 2850 121 533 22 FALSE 0.07
non-small cell lung cancer RAS_61 RAD21 Any amplification 133 592 0.40 -0.08 0.84 1620.54 1.00 5148 113 572 20 FALSE 1.03
pancreatic cancer RAS_61 RAD21 Any amplification 130 106 0.08 -0.65 0.77 1377.49 1.00 1745 122 98 8 FALSE 0.08
melanoma RAS_61 RAD21 Any amplification 283 167 -0.25 -0.65 0.17 1507.50 1.00 869 253 137 30 FALSE 0.63
colorectal cancer RAS_61 RAD51D Any amplification 126 53 -1.17 -4.01 0.73 1227.58 1.00 3086 125 52 1 FALSE 0.47
colorectal cancer RAS_61 REL Any amplification 165 51 -0.25 -1.55 0.86 1435.30 1.00 3860 163 49 2 FALSE 0.17
non-small cell lung cancer RAS_61 REL Any amplification 144 151 -0.26 -1.46 0.71 1526.99 1.00 6154 141 148 3 FALSE 0.20
colorectal cancer RAS_61 RIT1 Any amplification 115 82 0.32 -0.52 1.09 1425.60 1.00 2841 110 77 5 FALSE 0.33
non-small cell lung cancer RAS_61 RIT1 Any amplification 92 302 -0.21 -1.08 0.56 1382.22 1.00 4203 87 297 5 FALSE 0.21
pancreatic cancer RAS_61 RIT1 Any amplification 113 57 -0.45 -1.68 0.56 1370.63 1.00 1583 111 55 2 FALSE 0.36
melanoma RAS_61 RIT1 Any amplification 242 79 0.43 -0.11 0.89 1467.30 1.00 849 219 56 23 FALSE 1.03
colorectal cancer RAS_61 SDHA Any amplification 153 142 -0.11 -0.93 0.62 1480.33 1.00 3554 147 136 6 FALSE 0.11
non-small cell lung cancer RAS_61 SDHA Any amplification 127 739 -0.21 -0.77 0.30 1337.07 1.00 5052 113 725 14 FALSE 0.35
pancreatic cancer RAS_61 SDHA Any amplification 133 72 -0.58 -1.72 0.34 1558.79 1.00 1846 130 69 3 FALSE 0.56
melanoma RAS_61 SDHA Any amplification 315 57 -0.96 -1.83 -0.18 1660.69 1.00 1125 310 52 5 FALSE 1.66
colorectal cancer RAS_61 SDHC Any amplification 163 133 0.20 -0.60 0.89 1587.80 1.00 3718 156 126 7 FALSE 0.23
non-small cell lung cancer RAS_61 SDHC Any amplification 144 597 0.10 -0.43 0.60 1362.58 1.00 5682 129 582 15 FALSE 0.14
pancreatic cancer RAS_61 SDHC Any amplification 134 80 -0.40 -1.42 0.44 1500.92 1.00 1877 131 77 3 FALSE 0.41
melanoma RAS_61 SDHC Any amplification 330 130 0.67 0.29 1.02 1226.79 1.00 1114 286 86 44 FALSE 3.35
colorectal cancer RAS_61 SRC Any amplification 140 584 -0.19 -0.69 0.28 1408.51 1.00 2704 119 563 21 TRUE 0.36
non-small cell lung cancer RAS_61 SRC Any amplification 132 146 -0.66 -2.20 0.49 1440.15 1.00 5468 130 144 2 TRUE 0.47
colorectal cancer RAS_61 TOP1 Any amplification 101 114 -0.23 -1.31 0.68 1201.39 1.00 2367 97 110 4 FALSE 0.19
colorectal cancer RAS_61 VEGFA Any amplification 121 73 -0.43 -1.86 0.70 1515.04 1.00 2861 119 71 2 FALSE 0.29
non-small cell lung cancer RAS_61 VEGFA Any amplification 85 122 -0.33 -1.83 0.79 1423.86 1.00 4147 83 120 2 FALSE 0.21
melanoma RAS_61 VEGFA Any amplification 275 79 0.29 -0.27 0.81 1553.45 1.00 961 254 58 21 FALSE 0.54
colorectal cancer RAS_61 XRCC2 Any amplification 119 172 -0.46 -1.39 0.39 1600.94 1.00 2700 114 167 5 FALSE 0.50
non-small cell lung cancer RAS_61 XRCC2 Any amplification 85 120 -0.87 -2.52 0.44 1640.29 1.00 4110 84 119 1 FALSE 0.60
melanoma RAS_61 XRCC2 Any amplification 269 69 -0.41 -1.09 0.19 1375.29 1.00 928 258 58 11 FALSE 0.70
colorectal cancer RAS_61 FANCE Any amplification 81 75 -0.33 -1.59 0.79 1487.24 1.00 1684 78 72 3 FALSE 0.23
non-small cell lung cancer RAS_61 FANCE Any amplification 66 143 -2.09 -5.34 -0.21 1502.83 1.00 2503 66 143 0 FALSE 0.96
melanoma RAS_61 FANCE Any amplification 148 139 0.34 -0.09 0.77 1511.95 1.00 397 109 100 39 FALSE 0.93
melanoma RAS_61 RUNX1T1 Any amplification 97 64 -0.16 -0.85 0.46 1350.00 1.00 287 84 51 13 FALSE 0.20
colorectal cancer RAS_61 ZNF217 Any amplification 81 938 -0.14 -0.60 0.29 1290.10 1.00 857 42 899 39 FALSE 0.28
non-small cell lung cancer RAS_61 ZNF217 Any amplification 66 269 -1.17 -2.57 -0.09 1445.79 1.00 2379 64 267 2 FALSE 1.18
melanoma RAS_61 ZNF217 Any amplification 148 87 0.31 -0.22 0.82 1496.57 1.00 436 123 62 25 FALSE 0.64
colorectal cancer RAS_61 PIK3C2B Any amplification 79 130 0.32 -0.43 1.01 1552.14 1.00 1569 71 122 8 FALSE 0.42
non-small cell lung cancer RAS_61 PIK3C2B Any amplification 66 452 0.25 -0.34 0.80 1483.96 1.00 2170 52 438 14 FALSE 0.41
melanoma RAS_61 PIK3C2B Any amplification 142 107 0.54 0.08 1.00 1422.65 1.00 393 108 73 34 FALSE 1.67
melanoma RAS_61 PRSS1 Any amplification 91 56 -0.40 -1.15 0.32 1129.12 1.01 261 81 46 10 TRUE 0.57
melanoma RAS_61 RSPO2 Any amplification 91 60 -0.22 -0.97 0.45 1329.46 1.00 259 79 48 12 FALSE 0.27
melanoma RAS_61 CDK5 Any amplification 51 64 -1.10 -2.00 -0.28 1098.35 1.00 103 43 56 8 FALSE 1.94
colorectal cancer RAS_61 EXT1 Any amplification 64 537 -0.17 -0.69 0.33 1024.77 1.00 918 43 516 21 TRUE 0.28
non-small cell lung cancer RAS_61 EXT1 Any amplification 64 554 0.32 -0.22 0.84 1444.14 1.00 1896 45 535 19 TRUE 0.64
melanoma RAS_61 EXT1 Any amplification 105 129 -0.42 -0.96 0.05 1364.18 1.00 222 81 105 24 TRUE 1.00
colorectal cancer RAS_61 FUS Any amplification 64 135 -0.67 -1.58 0.21 1271.56 1.00 1303 60 131 4 FALSE 0.82
non-small cell lung cancer RAS_61 FUS Any amplification 64 208 -0.88 -1.98 0.09 1286.81 1.00 2225 62 206 2 FALSE 1.03
melanoma RAS_61 PTK2 Any amplification 51 71 -0.41 -1.12 0.26 1555.88 1.00 102 37 57 14 FALSE 0.60
colorectal cancer RAS_61 CDH4 Any amplification 54 407 0.11 -0.50 0.72 1445.99 1.00 891 36 389 18 FALSE 0.15
melanoma RAS_61 EGLN1 Any amplification 54 53 0.39 -0.31 1.07 1314.59 1.00 131 38 37 16 FALSE 0.56
melanoma RAS_61 EXO1 Any amplification 54 61 0.57 -0.10 1.26 748.02 1.00 127 34 41 20 FALSE 0.97
melanoma RAS_61 GBA Any amplification 54 60 0.41 -0.26 1.02 894.63 1.00 126 36 42 18 FALSE 0.66
melanoma RAS_61 JAZF1 Any amplification 54 62 0.01 -0.66 0.65 1493.60 1.00 124 39 47 15 FALSE 0.01
melanoma RAS_61 PAXIP1 Any amplification 54 64 -0.63 -1.42 0.08 1179.40 1.00 115 43 53 11 FALSE 1.04
melanoma RAS_61 POT1 Any amplification 54 62 -0.57 -1.30 0.17 946.85 1.01 117 43 51 11 TRUE 0.90
melanoma RAS_61 PTPN14 Any amplification 54 55 0.19 -0.48 0.87 1201.17 1.00 128 39 40 15 FALSE 0.23
melanoma RAS_61 RAD54B Any amplification 54 60 -0.20 -0.91 0.49 1467.58 1.00 121 41 47 13 FALSE 0.24
melanoma RAS_61 RINT1 Any amplification 54 55 -0.51 -1.33 0.25 1346.26 1.00 123 44 45 10 FALSE 0.68
melanoma RAS_61 SLC25A13 Any amplification 54 60 -0.21 -0.94 0.46 1528.19 1.00 121 41 47 13 FALSE 0.26
melanoma RAS_61 UBE2T Any amplification 54 56 0.03 -0.71 0.70 1637.35 1.00 126 40 42 14 FALSE 0.03
colorectal cancer RAS_61 TCEB1 Any amplification 104 253 -0.47 -1.31 0.23 1437.53 1.00 2363 98 247 6 FALSE 0.62
non-small cell lung cancer RAS_61 TCEB1 Any amplification 83 200 0.71 -0.06 1.43 1484.44 1.00 3861 74 191 9 FALSE 1.24
pancreatic cancer RAS_61 TCEB1 Any amplification 113 51 0.06 -0.92 0.92 1333.62 1.00 1540 109 47 4 FALSE 0.05
melanoma RAS_61 TCEB1 Any amplification 232 84 -0.07 -0.60 0.43 1331.42 1.00 780 215 67 17 FALSE 0.11
melanoma RAS_61 PVRL4 Any amplification 54 55 0.36 -0.35 0.94 94.77 1.04 129 38 39 16 FALSE 0.56
non-small cell lung cancer RAS_61 FOXL2 Any amplification 94 115 -1.34 -4.28 0.48 1047.24 1.00 4528 93 114 1 FALSE 0.55
non-small cell lung cancer RAS_61 XPO1 Any amplification 144 149 -0.76 -2.60 0.58 1361.76 1.00 6163 142 147 2 FALSE 0.46
non-small cell lung cancer RAS_61 DCUN1D1 Any amplification 78 64 -4.96 -13.28 -0.48 43.31 1.08 3592 78 64 0 FALSE 0.81
non-small cell lung cancer RAS_61 EED Any amplification 111 58 -0.75 -3.67 1.08 1392.62 1.00 4780 110 57 1 FALSE 0.27
non-small cell lung cancer RAS_61 ERCC3 Any amplification 142 75 -5.28 -14.21 -0.32 1373.82 1.00 6012 142 75 0 TRUE 0.79
non-small cell lung cancer RAS_61 SPOP Any amplification 94 68 -0.82 -3.71 0.99 1373.86 1.00 4575 93 67 1 FALSE 0.32
non-small cell lung cancer RAS_61 TRAF7 Any amplification 92 92 -5.43 -15.23 -0.36 1348.75 1.00 4327 92 92 0 FALSE 0.72
non-small cell lung cancer RAS_61 BCORL1 Any amplification 66 68 0.47 -0.93 1.60 1040.60 1.00 2581 63 65 3 FALSE 0.33
melanoma RAS_61 CRTC2 Any amplification 51 53 0.77 0.12 1.43 916.46 1.00 125 32 34 19 FALSE 1.54
non-small cell lung cancer RAS_61 GLI2 Any amplification 64 91 -5.64 -15.34 -0.65 1047.83 1.00 2421 64 91 0 FALSE 0.81
non-small cell lung cancer RAS_61 GPC3 Any amplification 64 76 0.32 -1.01 1.36 1372.26 1.00 2358 61 73 3 TRUE 0.21
non-small cell lung cancer RAS_61 PHF6 Any amplification 64 80 0.21 -1.24 1.33 1452.11 1.00 2354 61 77 3 FALSE 0.12
melanoma RAS_61 HFE Any amplification 54 81 0.55 -0.09 1.12 194.07 1.01 112 29 56 25 FALSE 1.13
melanoma RAS_61 ID4 Any amplification 54 87 0.58 -0.09 1.21 1014.95 1.00 108 27 60 27 FALSE 1.15
melanoma RAS_61 NFKBIE Any amplification 54 73 0.23 -0.41 0.86 1400.71 1.00 115 34 53 20 FALSE 0.31
non-small cell lung cancer RAS_61 NTHL1 Any amplification 56 114 -1.28 -3.85 0.48 1375.33 1.00 2591 55 113 1 FALSE 0.59
melanoma RAS_61 POLH Any amplification 54 73 0.22 -0.41 0.85 1176.37 1.00 115 34 53 20 TRUE 0.31
melanoma RAS_61 RNF8 Any amplification 54 80 0.47 -0.17 1.11 1363.76 1.00 112 30 56 24 FALSE 0.84
non-small cell lung cancer RAS_61 SLX4 Any amplification 56 90 -5.50 -14.93 -0.63 680.65 1.00 2541 56 90 0 FALSE 0.79
non-small cell lung cancer RAS_61 HIST1H3B Any amplification 92 74 -2.52 -8.36 0.30 1455.14 1.00 4353 92 74 0 FALSE 0.57
melanoma RAS_61 HIST1H3B Any amplification 242 91 0.42 -0.04 0.86 1190.54 1.00 842 216 65 26 FALSE 1.11
non-small cell lung cancer RAS_61 HIST1H3C Any amplification 83 71 -2.43 -7.87 0.40 1367.31 1.00 3981 83 71 0 FALSE 0.54
melanoma RAS_61 HIST1H3C Any amplification 232 87 0.45 -0.05 0.92 1510.91 1.00 786 206 61 26 FALSE 1.18
non-small cell lung cancer RAS_12C AKT3 Any amplification 308 449 0.52 0.14 0.88 1464.80 1.00 5731 274 415 34 FALSE 2.15
non-small cell lung cancer RAS_12C AURKA Any amplification 308 285 -0.64 -1.50 0.02 674.63 1.00 5861 300 277 8 TRUE 0.99
non-small cell lung cancer RAS_12C BCL2L1 Any amplification 308 266 -0.71 -1.60 0.00 1490.74 1.00 5841 301 259 7 FALSE 1.10
non-small cell lung cancer RAS_12C CCND3 Any amplification 308 209 -1.09 -2.26 -0.13 1205.78 1.00 5941 304 205 4 FALSE 1.34
non-small cell lung cancer RAS_12C CD79B Any amplification 308 224 0.09 -0.58 0.66 1383.08 1.00 5926 296 212 12 FALSE 0.11
non-small cell lung cancer RAS_12C CDC73 Any amplification 308 475 0.55 0.18 0.93 1439.23 1.00 5700 271 438 37 FALSE 2.64
non-small cell lung cancer RAS_12C CDK4 Any amplification 308 324 -0.41 -1.07 0.17 1496.98 1.00 5833 297 313 11 TRUE 0.71
non-small cell lung cancer RAS_12C CDKN1A Any amplification 308 156 -1.19 -2.36 -0.12 50.31 1.07 5947 305 153 3 FALSE 1.27
non-small cell lung cancer RAS_12C ETV1 Any amplification 308 611 -0.45 -0.97 -0.02 1380.70 1.00 5547 288 591 20 TRUE 1.21
non-small cell lung cancer RAS_12C FH Any amplification 308 449 0.56 0.19 0.94 699.89 1.00 5686 273 414 35 TRUE 2.54
non-small cell lung cancer RAS_12C GNAS Any amplification 309 306 -0.71 -1.44 -0.04 1243.06 1.00 5914 301 298 8 TRUE 1.23
non-small cell lung cancer RAS_12C H3F3A Any amplification 295 452 0.56 0.18 0.91 1294.91 1.00 5329 259 416 36 TRUE 2.53
non-small cell lung cancer RAS_12C HOXB13 Any amplification 220 66 0.06 -1.12 0.99 1193.52 1.00 4032 216 62 4 FALSE 0.04
non-small cell lung cancer RAS_12C MCL1 Any amplification 308 734 0.40 0.06 0.73 771.05 1.00 5453 259 685 49 FALSE 1.81
non-small cell lung cancer RAS_12C MDM4 Any amplification 308 477 0.55 0.15 0.89 1394.47 1.00 5706 271 440 37 TRUE 2.62
non-small cell lung cancer RAS_12C MYCN Any amplification 308 132 -0.93 -2.28 0.15 1376.30 1.00 6017 305 129 3 TRUE 0.87
non-small cell lung cancer RAS_12C NBN Any amplification 308 511 -0.10 -0.57 0.33 1328.28 1.00 5658 285 488 23 TRUE 0.17
non-small cell lung cancer RAS_12C PIM1 Any amplification 301 163 -1.13 -2.50 -0.14 1410.90 1.00 5768 298 160 3 FALSE 1.17
non-small cell lung cancer RAS_12C PMS2 Any amplification 308 576 -0.32 -0.78 0.12 1460.73 1.00 5591 287 555 21 TRUE 0.76
non-small cell lung cancer RAS_12C PRKAR1A Any amplification 308 288 0.05 -0.50 0.58 1252.35 1.00 5865 293 273 15 TRUE 0.07
non-small cell lung cancer RAS_12C RAC1 Any amplification 233 247 -0.52 -1.32 0.16 1117.95 1.00 4226 225 239 8 FALSE 0.79
non-small cell lung cancer RAS_12C RAD21 Any amplification 288 592 0.10 -0.28 0.46 1175.23 1.00 5005 256 560 32 FALSE 0.22
non-small cell lung cancer RAS_12C RARA Any amplification 308 192 0.05 -0.65 0.66 681.94 1.00 5956 298 182 10 FALSE 0.06
non-small cell lung cancer RAS_12C REL Any amplification 308 151 -0.46 -1.45 0.37 1265.48 1.01 5992 303 146 5 FALSE 0.49
non-small cell lung cancer RAS_12C RIT1 Any amplification 230 302 0.57 0.10 0.99 1371.95 1.00 4085 205 277 25 FALSE 1.93
non-small cell lung cancer RAS_12C RNF43 Any amplification 233 73 -0.03 -1.11 0.91 719.30 1.01 4434 229 69 4 TRUE 0.02
non-small cell lung cancer RAS_12C SDHA Any amplification 289 739 -0.35 -0.76 0.03 1191.72 1.00 4903 262 712 27 FALSE 1.05
non-small cell lung cancer RAS_12C SDHC Any amplification 308 597 0.32 -0.04 0.66 1455.86 1.00 5541 270 559 38 FALSE 1.16
non-small cell lung cancer RAS_12C SOX9 Any amplification 308 257 -0.17 -0.88 0.41 1304.62 1.01 5854 297 246 11 FALSE 0.23
non-small cell lung cancer RAS_12C SRC Any amplification 264 146 -2.35 -5.07 -0.56 1480.69 1.00 5335 263 145 1 TRUE 1.41
non-small cell lung cancer RAS_12C SRSF2 Any amplification 288 224 -0.14 -0.87 0.44 832.88 1.00 5351 278 214 10 FALSE 0.16
non-small cell lung cancer RAS_12C STAT3 Any amplification 295 166 0.20 -0.56 0.81 1205.86 1.00 5589 285 156 10 FALSE 0.25
non-small cell lung cancer RAS_12C SUZ12 Any amplification 301 172 0.02 -0.70 0.64 805.76 1.00 5765 292 163 9 FALSE 0.02
non-small cell lung cancer RAS_12C VEGFA Any amplification 220 122 -0.57 -1.73 0.38 1295.65 1.00 4014 216 118 4 FALSE 0.56
non-small cell lung cancer RAS_12C XRCC2 Any amplification 220 120 -0.34 -1.39 0.54 1273.27 1.00 3979 215 115 5 FALSE 0.31
non-small cell lung cancer RAS_12C ETV4 Any amplification 127 184 0.24 -0.44 0.82 1119.72 1.00 2412 116 173 11 FALSE 0.33
non-small cell lung cancer RAS_12C FANCE Any amplification 127 143 -1.02 -2.33 0.06 1443.31 1.00 2445 124 140 3 FALSE 1.02
non-small cell lung cancer RAS_12C RUNX1T1 Any amplification 52 189 -0.16 -0.93 0.51 1069.54 1.00 762 43 180 9 FALSE 0.17
non-small cell lung cancer RAS_12C ZNF217 Any amplification 127 269 -0.92 -1.89 -0.13 1369.11 1.00 2322 121 263 6 FALSE 1.41
non-small cell lung cancer RAS_12C PIK3C2B Any amplification 127 452 0.70 0.28 1.13 895.45 1.00 2131 91 416 36 FALSE 2.98
non-small cell lung cancer RAS_12C PRSS1 Any amplification 52 105 -0.25 -1.33 0.64 1523.40 1.00 804 47 100 5 TRUE 0.21
non-small cell lung cancer RAS_12C RSPO2 Any amplification 52 214 0.00 -0.68 0.65 958.73 1.00 702 40 202 12 FALSE 0.00
non-small cell lung cancer RAS_12C CDK5 Any amplification 75 230 -0.32 -1.08 0.38 1520.12 1.00 1421 67 222 8 FALSE 0.40
non-small cell lung cancer RAS_12C EXT1 Any amplification 120 554 0.25 -0.16 0.64 1250.37 1.00 1853 88 522 32 TRUE 0.62
non-small cell lung cancer RAS_12C FKBP9 Any amplification 75 326 -0.26 -0.94 0.35 1109.85 1.00 1329 63 314 12 FALSE 0.36
non-small cell lung cancer RAS_12C FUS Any amplification 120 208 -0.85 -1.89 0.06 997.23 1.00 2172 115 203 5 FALSE 1.09
non-small cell lung cancer RAS_12C GLI3 Any amplification 75 312 -0.31 -0.98 0.35 1392.13 1.00 1342 64 301 11 FALSE 0.43
non-small cell lung cancer RAS_12C IKZF3 Any amplification 79 142 0.22 -0.64 0.93 1359.82 1.00 1586 71 134 8 FALSE 0.24
non-small cell lung cancer RAS_12C PTK2 Any amplification 75 343 0.06 -0.52 0.62 1248.31 1.00 1316 59 327 16 FALSE 0.08
non-small cell lung cancer RAS_12C INSIG1 Any amplification 56 194 -0.80 -1.83 0.08 1463.99 1.00 969 51 189 5 FALSE 0.98
non-small cell lung cancer RAS_12C NPRL3 Any amplification 56 96 -0.22 -1.40 0.74 1369.83 1.00 1066 52 92 4 FALSE 0.16
non-small cell lung cancer RAS_12C CDH4 Any amplification 101 103 -0.38 -1.50 0.55 1010.02 1.00 1791 97 99 4 FALSE 0.35
non-small cell lung cancer RAS_12C TCEB1 Any amplification 213 200 0.03 -0.67 0.63 1514.55 1.00 3733 202 189 11 FALSE 0.03
non-small cell lung cancer RAS_12C FOXA1 Any amplification 226 321 -0.47 -1.13 0.12 1342.65 1.00 3975 215 310 11 FALSE 0.85
non-small cell lung cancer RAS_12C FOXL2 Any amplification 233 115 -0.82 -2.09 0.21 1157.87 1.00 4391 230 112 3 FALSE 0.76
non-small cell lung cancer RAS_12C MSH6 Any amplification 308 128 -0.58 -1.69 0.35 1202.84 1.01 6022 304 124 4 TRUE 0.60
non-small cell lung cancer RAS_12C XPO1 Any amplification 308 149 -0.27 -1.16 0.46 1525.55 1.00 6003 302 143 6 FALSE 0.28
non-small cell lung cancer RAS_12C DAXX Any amplification 233 78 -0.44 -1.78 0.61 1227.21 1.00 4420 230 75 3 TRUE 0.32
non-small cell lung cancer RAS_12C DCUN1D1 Any amplification 181 64 -5.03 -14.48 -1.18 11.41 1.09 3489 181 64 0 FALSE 0.85
non-small cell lung cancer RAS_12C EED Any amplification 237 58 -0.57 -2.44 0.72 1388.22 1.00 4655 235 56 2 FALSE 0.33
non-small cell lung cancer RAS_12C ERCC3 Any amplification 301 75 -1.74 -4.34 0.03 1489.22 1.00 5854 300 74 1 TRUE 0.91
non-small cell lung cancer RAS_12C H3F3B Any amplification 213 91 -0.28 -1.42 0.65 1365.99 1.00 3835 209 87 4 TRUE 0.22
non-small cell lung cancer RAS_12C NFKBIA Any amplification 295 516 -0.02 -0.46 0.39 1283.97 1.00 5284 270 491 25 FALSE 0.03
non-small cell lung cancer RAS_12C PPM1D Any amplification 213 78 -0.12 -1.25 0.79 672.85 1.00 3848 209 74 4 FALSE 0.09
non-small cell lung cancer RAS_12C RAD51C Any amplification 233 77 -0.04 -1.19 0.92 939.77 1.00 4430 229 73 4 TRUE 0.03
non-small cell lung cancer RAS_12C SPOP Any amplification 233 68 0.34 -0.76 1.25 1389.15 1.00 4440 228 63 5 FALSE 0.31
non-small cell lung cancer RAS_12C TRAF7 Any amplification 226 92 -1.94 -4.74 -0.20 449.32 1.01 4194 225 91 1 FALSE 0.99
non-small cell lung cancer RAS_12C BCORL1 Any amplification 127 68 -0.23 -1.60 0.86 1276.25 1.00 2520 124 65 3 FALSE 0.14
non-small cell lung cancer RAS_12C FANCM Any amplification 52 93 -0.70 -2.14 0.40 950.97 1.00 852 49 90 3 TRUE 0.55
non-small cell lung cancer RAS_12C XRCC3 Any amplification 52 74 -6.01 -15.00 -1.17 1064.03 1.00 868 52 74 0 FALSE 0.77
non-small cell lung cancer RAS_12C TERC Any amplification 63 205 -1.44 -2.89 -0.32 479.44 1.01 1128 60 202 3 FALSE 1.53
non-small cell lung cancer RAS_12C CDK2 Any amplification 75 56 0.41 -0.75 1.43 1367.22 1.00 1599 71 52 4 FALSE 0.34
non-small cell lung cancer RAS_12C CRTC2 Any amplification 75 321 0.22 -0.38 0.77 1249.08 1.00 1339 58 304 17 FALSE 0.35
non-small cell lung cancer RAS_12C GLI2 Any amplification 124 91 -1.05 -2.80 0.28 1510.36 1.00 2363 122 89 2 FALSE 0.74
non-small cell lung cancer RAS_12C GPC3 Any amplification 120 76 -0.89 -2.72 0.46 1138.49 1.00 2301 118 74 2 TRUE 0.56
non-small cell lung cancer RAS_12C PHF6 Any amplification 120 80 -0.91 -2.58 0.30 1276.09 1.00 2297 118 78 2 FALSE 0.62
non-small cell lung cancer RAS_12C TCF7L1 Any amplification 79 56 -1.40 -4.26 0.34 1017.01 1.00 1665 78 55 1 FALSE 0.64
non-small cell lung cancer RAS_12C NTHL1 Any amplification 141 114 -1.34 -3.04 -0.09 516.33 1.01 2507 139 112 2 FALSE 1.09
non-small cell lung cancer RAS_12C SLX4 Any amplification 137 90 -2.08 -4.98 -0.20 1107.27 1.00 2461 136 89 1 FALSE 1.08
non-small cell lung cancer RAS_12C HIST1H3B Any amplification 226 74 -0.04 -1.19 0.91 1463.33 1.00 4223 222 70 4 FALSE 0.03
non-small cell lung cancer RAS_12C HIST1H3C Any amplification 213 71 -0.35 -1.75 0.77 1203.62 1.00 3854 210 68 3 FALSE 0.23
non-small cell lung cancer KRAS_61 AKT3 Any amplification 103 449 0.38 -0.30 0.97 1527.22 1.00 5913 92 438 11 FALSE 0.59
pancreatic cancer KRAS_61 AKT3 Any amplification 125 59 -0.54 -2.04 0.58 1345.16 1.00 1922 123 57 2 FALSE 0.38
non-small cell lung cancer KRAS_61 AURKA Any amplification 103 285 -1.05 -2.70 0.14 1585.14 1.00 6060 101 283 2 TRUE 0.87
pancreatic cancer KRAS_61 AURKA Any amplification 125 80 -1.10 -2.68 0.11 1519.94 1.00 1895 123 78 2 TRUE 0.91
non-small cell lung cancer KRAS_61 BCL2L1 Any amplification 103 266 -0.68 -1.96 0.42 1571.94 1.00 6042 100 263 3 FALSE 0.57
pancreatic cancer KRAS_61 BCL2L1 Any amplification 124 69 -1.38 -3.22 -0.01 1302.56 1.00 1896 123 68 1 FALSE 1.02
non-small cell lung cancer KRAS_61 CCND3 Any amplification 103 209 -1.73 -4.64 0.03 1209.80 1.00 6143 102 208 1 FALSE 0.82
non-small cell lung cancer KRAS_61 CD79B Any amplification 103 224 0.01 -1.07 0.89 1374.71 1.00 6123 99 220 4 FALSE 0.01
non-small cell lung cancer KRAS_61 CDC73 Any amplification 103 475 0.41 -0.26 1.01 1450.84 1.00 5880 91 463 12 FALSE 0.71
pancreatic cancer KRAS_61 CDC73 Any amplification 125 63 -0.61 -2.13 0.53 1464.18 1.00 1912 123 61 2 FALSE 0.44
non-small cell lung cancer KRAS_61 CDK4 Any amplification 103 324 -0.87 -2.19 0.19 1407.51 1.00 6030 100 321 3 TRUE 0.83
pancreatic cancer KRAS_61 CDK4 Any amplification 125 68 -1.41 -3.44 0.00 1617.44 1.00 1912 124 67 1 TRUE 1.02
non-small cell lung cancer KRAS_61 ETV1 Any amplification 103 611 -1.41 -2.61 -0.41 1285.21 1.00 5735 100 608 3 TRUE 1.86
pancreatic cancer KRAS_61 ETV1 Any amplification 125 99 -1.36 -2.83 -0.10 1122.10 1.00 1875 123 97 2 TRUE 1.31
non-small cell lung cancer KRAS_61 FH Any amplification 103 449 0.38 -0.30 1.00 1521.66 1.00 5867 92 438 11 TRUE 0.60
pancreatic cancer KRAS_61 FH Any amplification 124 63 -0.61 -2.15 0.48 1462.92 1.00 1903 122 61 2 TRUE 0.44
non-small cell lung cancer KRAS_61 H3F3A Any amplification 97 452 0.46 -0.20 1.05 1321.55 1.00 5503 85 440 12 TRUE 0.83
pancreatic cancer KRAS_61 H3F3A Any amplification 124 61 -0.58 -2.14 0.53 1442.00 1.00 1874 122 59 2 TRUE 0.41
non-small cell lung cancer KRAS_61 HOXB13 Any amplification 63 66 -0.47 -3.43 1.58 1110.66 1.00 4186 62 65 1 FALSE 0.15
non-small cell lung cancer KRAS_61 MCL1 Any amplification 103 734 -0.06 -0.70 0.50 1506.03 1.00 5621 91 722 12 FALSE 0.07
pancreatic cancer KRAS_61 MCL1 Any amplification 125 83 -0.55 -1.76 0.39 1490.41 1.00 1893 122 80 3 FALSE 0.50
non-small cell lung cancer KRAS_61 MDM4 Any amplification 103 477 0.52 -0.08 1.08 1523.87 1.00 5887 90 464 13 TRUE 1.02
pancreatic cancer KRAS_61 MDM4 Any amplification 125 64 -0.60 -2.07 0.50 1495.65 1.00 1917 123 62 2 TRUE 0.44
non-small cell lung cancer KRAS_61 MYCN Any amplification 103 132 -0.29 -1.97 1.05 1216.34 1.00 6221 101 130 2 TRUE 0.15
non-small cell lung cancer KRAS_61 NBN Any amplification 103 511 0.66 0.08 1.18 1600.53 1.00 5855 88 496 15 TRUE 1.69
pancreatic cancer KRAS_61 NBN Any amplification 125 81 0.40 -0.47 1.13 1291.32 1.00 1905 118 74 7 TRUE 0.50
non-small cell lung cancer KRAS_61 PIM1 Any amplification 101 163 -1.49 -4.38 0.31 1209.71 1.00 5966 100 162 1 FALSE 0.64
non-small cell lung cancer KRAS_61 PMS2 Any amplification 103 576 -1.44 -2.74 -0.40 1256.19 1.00 5778 100 573 3 TRUE 1.75
pancreatic cancer KRAS_61 PMS2 Any amplification 125 88 -1.84 -3.71 -0.41 1455.04 1.00 1892 124 87 1 TRUE 1.50
non-small cell lung cancer KRAS_61 PRKAR1A Any amplification 103 288 -0.28 -1.48 0.65 1462.57 1.00 6059 99 284 4 TRUE 0.21
non-small cell lung cancer KRAS_61 RAC1 Any amplification 69 247 -6.01 -15.74 -1.24 1128.30 1.00 4382 69 247 0 FALSE 0.83
non-small cell lung cancer KRAS_61 RAD21 Any amplification 95 592 0.53 -0.06 1.05 1499.27 1.00 5182 79 576 16 FALSE 1.25
pancreatic cancer KRAS_61 RAD21 Any amplification 120 106 0.23 -0.57 0.92 1489.50 1.00 1755 112 98 8 FALSE 0.27
non-small cell lung cancer KRAS_61 RARA Any amplification 103 192 0.13 -0.90 1.05 1578.74 1.00 6155 99 188 4 FALSE 0.10
pancreatic cancer KRAS_61 RARA Any amplification 125 65 -0.01 -1.08 0.89 1475.08 1.00 1912 121 61 4 FALSE 0.01
non-small cell lung cancer KRAS_61 REL Any amplification 103 151 0.05 -1.41 1.23 820.27 1.00 6195 100 148 3 FALSE 0.03
non-small cell lung cancer KRAS_61 RIT1 Any amplification 67 302 -0.60 -1.84 0.44 1657.23 1.00 4226 64 299 3 FALSE 0.53
pancreatic cancer KRAS_61 RIT1 Any amplification 103 57 -0.72 -2.16 0.41 1681.10 1.00 1593 101 55 2 FALSE 0.54
non-small cell lung cancer KRAS_61 SDHA Any amplification 92 739 -0.23 -0.97 0.42 1583.89 1.00 5083 82 729 10 FALSE 0.29
pancreatic cancer KRAS_61 SDHA Any amplification 123 72 -0.51 -1.80 0.52 1476.18 1.00 1856 120 69 3 FALSE 0.41
non-small cell lung cancer KRAS_61 SDHC Any amplification 103 597 0.17 -0.46 0.75 1601.95 1.00 5720 91 585 12 FALSE 0.23
pancreatic cancer KRAS_61 SDHC Any amplification 124 80 -0.50 -1.70 0.46 1521.96 1.00 1887 121 77 3 FALSE 0.43
non-small cell lung cancer KRAS_61 SOX9 Any amplification 103 257 -0.16 -1.20 0.68 1486.82 1.00 6052 99 253 4 FALSE 0.14
pancreatic cancer KRAS_61 SOX9 Any amplification 124 57 -0.24 -1.34 0.73 1575.09 1.00 1910 121 54 3 FALSE 0.18
non-small cell lung cancer KRAS_61 SRC Any amplification 94 146 -5.54 -15.26 -0.69 893.04 1.00 5504 94 146 0 TRUE 0.71
non-small cell lung cancer KRAS_61 SRSF2 Any amplification 95 224 -0.01 -1.17 0.92 1116.45 1.00 5538 91 220 4 FALSE 0.01
non-small cell lung cancer KRAS_61 STAT3 Any amplification 97 166 -0.04 -1.46 1.01 673.56 1.00 5780 94 163 3 FALSE 0.02
non-small cell lung cancer KRAS_61 SUZ12 Any amplification 101 172 -0.09 -1.50 0.99 1329.22 1.00 5959 98 169 3 FALSE 0.05
non-small cell lung cancer KRAS_61 VEGFA Any amplification 63 122 -1.00 -3.86 0.78 1402.83 1.00 4168 62 121 1 FALSE 0.40
non-small cell lung cancer KRAS_61 XRCC2 Any amplification 63 120 -5.20 -14.68 -0.32 860.66 1.01 4131 63 120 0 FALSE 0.72
non-small cell lung cancer KRAS_61 TCEB1 Any amplification 61 200 0.65 -0.21 1.41 1415.79 1.00 3880 55 194 6 FALSE 0.90
pancreatic cancer KRAS_61 TCEB1 Any amplification 103 51 0.28 -0.82 1.12 1436.62 1.00 1550 99 47 4 FALSE 0.25
non-small cell lung cancer KRAS_61 FOXA1 Any amplification 67 321 -0.31 -1.53 0.67 1426.51 1.00 4127 63 317 4 FALSE 0.24
non-small cell lung cancer KRAS_61 FOXL2 Any amplification 69 115 -5.15 -14.25 -0.48 532.72 1.00 4552 69 115 0 FALSE 0.66
non-small cell lung cancer KRAS_61 MSH6 Any amplification 103 128 -0.27 -2.10 1.05 1293.38 1.00 6225 101 126 2 TRUE 0.13
non-small cell lung cancer KRAS_61 XPO1 Any amplification 103 149 -0.45 -2.23 0.87 837.30 1.00 6204 101 147 2 FALSE 0.23
non-small cell lung cancer KRAS_61 DCUN1D1 Any amplification 57 64 -5.11 -15.09 0.26 1109.06 1.00 3613 57 64 0 FALSE 0.58
non-small cell lung cancer KRAS_61 EED Any amplification 80 58 -0.64 -3.44 1.37 126.23 1.03 4811 79 57 1 FALSE 0.22
non-small cell lung cancer KRAS_61 ERCC3 Any amplification 101 75 -5.40 -15.02 0.01 1304.89 1.00 6053 101 75 0 TRUE 0.53
non-small cell lung cancer KRAS_61 H3F3B Any amplification 61 91 -5.45 -15.29 -0.27 1223.93 1.00 3983 61 91 0 TRUE 0.63
non-small cell lung cancer KRAS_61 NFKBIA Any amplification 97 516 0.28 -0.41 0.88 1394.73 1.00 5468 86 505 11 FALSE 0.40
non-small cell lung cancer KRAS_61 PPM1D Any amplification 61 78 -5.24 -16.09 -0.04 1078.21 1.00 3996 61 78 0 FALSE 0.65
non-small cell lung cancer KRAS_61 RAD51C Any amplification 69 77 -0.65 -3.68 1.23 1293.53 1.00 4591 68 76 1 TRUE 0.22
non-small cell lung cancer KRAS_61 SPOP Any amplification 69 68 -0.34 -3.14 1.22 24.93 1.06 4600 68 67 1 FALSE 0.13
non-small cell lung cancer KRAS_61 TRAF7 Any amplification 67 92 -5.14 -14.63 0.44 739.03 1.00 4352 67 92 0 FALSE 0.69
non-small cell lung cancer KRAS_61 HIST1H3B Any amplification 67 74 -5.38 -16.70 0.12 1338.66 1.00 4378 67 74 0 FALSE 0.62
non-small cell lung cancer KRAS_61 HIST1H3C Any amplification 61 71 -5.21 -15.42 0.06 1184.06 1.00 4003 61 71 0 FALSE 0.63
melanoma NRAS_61 AKT3 Any amplification 324 123 0.72 0.33 1.10 1180.78 1.00 1168 283 82 41 FALSE 3.49
melanoma NRAS_61 AURKA Any amplification 324 108 0.58 0.16 1.00 1092.73 1.00 1170 291 75 33 TRUE 2.20
melanoma NRAS_61 BCL2L1 Any amplification 318 73 0.37 -0.16 0.88 1149.93 1.00 1162 298 53 20 FALSE 0.77
melanoma NRAS_61 BRIP1 Any amplification 324 82 0.54 0.06 1.01 1313.07 1.00 1186 299 57 25 TRUE 1.55
melanoma NRAS_61 CCND3 Any amplification 324 140 0.31 -0.09 0.70 1521.55 1.00 1146 288 104 36 FALSE 0.93
melanoma NRAS_61 CD79B Any amplification 324 64 0.57 0.01 1.11 1540.74 1.00 1201 304 44 20 FALSE 1.43
melanoma NRAS_61 CDC73 Any amplification 324 119 0.54 0.16 0.95 1453.90 1.00 1160 288 83 36 FALSE 2.08
melanoma NRAS_61 CDK4 Any amplification 324 60 -0.46 -1.22 0.24 1296.68 1.00 1200 315 51 9 TRUE 0.65
melanoma NRAS_61 CDK6 Any amplification 324 126 -0.48 -1.02 -0.01 1363.45 1.00 1143 306 108 18 TRUE 1.23
melanoma NRAS_61 CDKN1A Any amplification 318 144 0.38 -0.03 0.76 1211.69 1.00 1107 279 105 39 FALSE 1.22
melanoma NRAS_61 CRKL Any amplification 324 98 -0.23 -0.82 0.27 537.32 1.01 1164 307 81 17 FALSE 0.40
melanoma NRAS_61 DDR2 Any amplification 324 128 0.69 0.29 1.10 1502.28 1.00 1165 282 86 42 TRUE 3.21
melanoma NRAS_61 ETV1 Any amplification 324 147 -0.04 -0.46 0.36 1180.19 1.00 1126 294 117 30 TRUE 0.06
melanoma NRAS_61 EZH2 Any amplification 324 139 -0.48 -1.01 -0.02 1441.47 1.00 1134 304 119 20 TRUE 1.24
melanoma NRAS_61 FH Any amplification 318 119 0.67 0.27 1.07 1366.14 1.00 1132 279 80 39 TRUE 3.03
melanoma NRAS_61 H3F3A Any amplification 309 112 0.63 0.20 1.03 1330.49 1.00 1085 273 76 36 TRUE 2.53
melanoma NRAS_61 IDH2 Any amplification 324 55 0.35 -0.28 0.93 439.14 1.01 1213 309 40 15 TRUE 0.57
melanoma NRAS_61 MCL1 Any amplification 324 130 0.54 0.13 0.94 1173.02 1.00 1155 285 91 39 FALSE 2.06
melanoma NRAS_61 MDM2 Any amplification 324 51 -0.78 -1.78 0.06 1439.41 1.00 1206 318 45 6 TRUE 1.06
melanoma NRAS_61 MDM4 Any amplification 324 120 0.54 0.13 0.95 1104.58 1.00 1167 288 84 36 TRUE 2.02
melanoma NRAS_61 NBN Any amplification 324 153 -0.17 -0.59 0.23 1521.00 1.00 1123 296 125 28 TRUE 0.36
melanoma NRAS_61 PIM1 Any amplification 281 140 0.34 -0.06 0.72 1395.29 1.00 970 244 103 37 FALSE 1.06
melanoma NRAS_61 PMS2 Any amplification 324 132 -0.18 -0.66 0.26 1476.27 1.00 1140 300 108 24 TRUE 0.36
melanoma NRAS_61 PRKAR1A Any amplification 324 79 0.61 0.11 1.08 1288.34 1.00 1189 299 54 25 TRUE 1.84
melanoma NRAS_61 RAC1 Any amplification 268 89 -0.02 -0.58 0.51 931.54 1.00 987 250 71 18 FALSE 0.03
melanoma NRAS_61 RAD21 Any amplification 272 167 -0.24 -0.68 0.17 1425.82 1.00 880 242 137 30 FALSE 0.58
melanoma NRAS_61 RECQL4 Any amplification 267 177 -0.10 -0.48 0.30 758.24 1.00 906 233 143 34 TRUE 0.21
melanoma NRAS_61 RHEB Any amplification 258 127 -0.50 -1.05 -0.02 737.40 1.01 890 240 109 18 FALSE 1.33
melanoma NRAS_61 RIT1 Any amplification 231 79 0.37 -0.14 0.87 1374.81 1.00 858 210 58 21 FALSE 0.78
melanoma NRAS_61 SDHA Any amplification 304 57 -1.10 -2.25 -0.22 850.54 1.00 1136 299 52 5 FALSE 1.49
melanoma NRAS_61 SDHC Any amplification 318 130 0.65 0.27 1.03 1332.36 1.00 1124 276 88 42 FALSE 3.01
melanoma NRAS_61 SRSF2 Any amplification 272 73 0.63 0.12 1.14 1488.02 1.00 968 248 49 24 FALSE 1.80
melanoma NRAS_61 VEGFA Any amplification 265 79 0.35 -0.17 0.86 1493.55 1.00 971 244 58 21 FALSE 0.72
melanoma NRAS_61 XRCC2 Any amplification 259 69 -0.36 -1.06 0.26 1623.68 1.00 938 248 58 11 FALSE 0.54
melanoma NRAS_61 ETV4 Any amplification 143 70 0.61 0.06 1.14 1415.86 1.00 455 120 47 23 FALSE 1.53
melanoma NRAS_61 ETV5 Any amplification 143 71 0.60 0.06 1.12 1325.17 1.00 454 120 48 23 TRUE 1.63
melanoma NRAS_61 FANCE Any amplification 143 139 0.40 -0.03 0.83 1386.11 1.00 402 104 100 39 FALSE 1.19
melanoma NRAS_61 PRKDC Any amplification 143 100 0.05 -0.50 0.53 946.74 1.00 427 120 77 23 FALSE 0.06
melanoma NRAS_61 RUNX1T1 Any amplification 93 64 -0.10 -0.80 0.54 1312.51 1.00 291 80 51 13 FALSE 0.12
melanoma NRAS_61 ZNF217 Any amplification 143 87 0.32 -0.22 0.82 1242.57 1.00 440 119 63 24 FALSE 0.65
melanoma NRAS_61 PIK3C2B Any amplification 137 107 0.57 0.16 1.03 1409.27 1.00 398 103 73 34 FALSE 1.96
melanoma NRAS_61 PRSS1 Any amplification 87 56 -0.34 -1.09 0.36 1472.45 1.00 265 77 46 10 TRUE 0.43
melanoma NRAS_61 RSPO2 Any amplification 87 60 -0.15 -0.85 0.44 428.08 1.02 263 75 48 12 FALSE 0.20
melanoma NRAS_61 CUX1 Any amplification 100 103 -0.54 -1.17 0.01 1205.54 1.00 246 83 86 17 FALSE 1.17
melanoma NRAS_61 EXT1 Any amplification 100 129 -0.38 -0.92 0.12 1193.51 1.00 227 76 105 24 TRUE 0.82
melanoma NRAS_61 MYBL1 Any amplification 100 126 -0.22 -0.72 0.27 1302.75 1.00 232 74 100 26 FALSE 0.41
melanoma NRAS_61 SBDS Any amplification 100 95 -0.93 -1.64 -0.29 1376.36 1.00 249 88 83 12 TRUE 2.22
melanoma NRAS_61 RFWD2 Any amplification 231 60 0.71 0.13 1.27 691.49 1.00 861 211 40 20 FALSE 1.73
melanoma NRAS_61 TCEB1 Any amplification 222 84 -0.04 -0.59 0.49 1364.55 1.00 790 205 67 17 FALSE 0.05
thyroid cancer NRAS_61 NKX2-1 Any amplification 109 63 0.37 -0.35 0.98 1357.67 1.00 686 98 52 11 TRUE 0.56
melanoma NRAS_61 CHEK2 Any amplification 324 52 0.12 -0.61 0.80 1475.89 1.00 1211 312 40 12 TRUE 0.14
melanoma NRAS_61 DAXX Any amplification 274 100 0.55 0.04 1.01 163.14 1.01 1013 244 70 30 TRUE 1.60
melanoma NRAS_61 FAM46C Any amplification 324 54 0.92 0.35 1.52 1366.32 1.00 1210 303 33 21 FALSE 2.78
melanoma NRAS_61 MAPK1 Any amplification 281 80 0.30 -0.23 0.79 102.80 1.04 1020 260 59 21 FALSE 0.55
melanoma NRAS_61 SMARCB1 Any amplification 324 68 0.24 -0.33 0.79 1093.17 1.00 1202 307 51 17 TRUE 0.40
melanoma NRAS_61 EWSR1 Any amplification 143 61 0.23 -0.40 0.82 1153.98 1.00 457 127 45 16 TRUE 0.35
melanoma NRAS_61 HIST1H3B Any amplification 231 91 0.22 -0.24 0.83 2.08 1.82 852 206 66 25 FALSE 0.27
melanoma NRAS_61 HIST1H3C Any amplification 222 87 0.48 0.00 0.92 1374.12 1.00 795 197 62 25 FALSE 1.29
melanoma NRAS_61 NRAS Any amplification 324 52 1.25 0.70 1.77 1461.79 1.00 1225 300 28 24 TRUE 5.29
colorectal cancer RAS_12-61 PTEN Homozygous deletion 1767 56 0.35 -0.18 0.88 1321.16 1.00 2299 1738 27 29 TRUE 0.71
cancer of unknown primary RAS_12-61 CDKN2A Homozygous deletion 308 168 0.46 0.12 0.82 1499.06 1.00 993 258 118 50 TRUE 2.11
non-small cell lung cancer RAS_12-61 CDKN2A Homozygous deletion 1975 513 -0.57 -0.79 -0.35 1159.53 1.00 4137 1871 409 104 TRUE 6.50
pancreatic cancer RAS_12-61 CDKN2A Homozygous deletion 1591 249 0.41 0.08 0.75 1664.35 1.00 468 1387 45 204 TRUE 1.75
melanoma RAS_12-61 CDKN2A Homozygous deletion 423 346 0.39 0.12 0.64 1321.39 1.00 923 308 231 115 TRUE 2.54
hepatobiliary cancer RAS_12-61 CDKN2A Homozygous deletion 135 100 -0.38 -1.04 0.28 1423.07 1.00 850 126 91 9 TRUE 0.60
bladder cancer RAS_12-61 CDKN2A Homozygous deletion 130 259 0.10 -0.36 0.51 1475.98 1.00 996 103 232 27 TRUE 0.17
colorectal cancer RAS_12-61 SMAD4 Homozygous deletion 1767 111 0.41 0.01 0.81 1337.15 1.00 2273 1709 53 58 TRUE 1.43
pancreatic cancer RAS_12-61 SMAD4 Homozygous deletion 1591 68 1.13 0.44 1.99 1363.63 1.00 507 1529 6 62 TRUE 2.41
uterine cancer RAS_12-61 RB1 Homozygous deletion 318 70 -2.22 -3.96 -0.93 1276.04 1.00 1459 316 68 2 TRUE 2.37
colorectal cancer KRAS_12-61 PTEN Homozygous deletion 1598 56 0.30 -0.21 0.81 1545.41 1.00 2465 1572 30 26 TRUE 0.59
cancer of unknown primary KRAS_12-61 CDKN2A Homozygous deletion 278 168 0.48 0.11 0.83 1528.56 1.00 1019 232 122 46 TRUE 1.98
non-small cell lung cancer KRAS_12-61 CDKN2A Homozygous deletion 1916 513 -0.54 -0.75 -0.32 1561.41 1.00 4195 1813 410 103 TRUE 5.95
pancreatic cancer KRAS_12-61 CDKN2A Homozygous deletion 1578 249 0.37 0.07 0.69 1512.62 1.00 478 1377 48 201 TRUE 1.70
hepatobiliary cancer KRAS_12-61 CDKN2A Homozygous deletion 111 100 -0.45 -1.24 0.25 1503.81 1.00 872 104 93 7 TRUE 0.62
colorectal cancer KRAS_12-61 SMAD4 Homozygous deletion 1598 111 0.32 -0.06 0.69 1515.54 1.00 2435 1547 60 51 TRUE 1.04
pancreatic cancer KRAS_12-61 SMAD4 Homozygous deletion 1578 68 1.16 0.43 1.99 1202.16 1.00 520 1516 6 62 TRUE 2.42
uterine cancer KRAS_12-61 RB1 Homozygous deletion 280 70 -2.04 -3.75 -0.68 1379.75 1.00 1497 278 68 2 TRUE 2.01
colorectal cancer NRAS_12-61 PTEN Homozygous deletion 172 56 0.11 -1.28 1.20 1087.11 1.00 3868 169 53 3 TRUE 0.06
melanoma NRAS_12-61 CDKN2A Homozygous deletion 378 346 0.37 0.10 0.63 1385.89 1.00 955 276 244 102 TRUE 2.14
colorectal cancer NRAS_12-61 SMAD4 Homozygous deletion 172 111 0.39 -0.46 1.09 1392.55 1.00 3817 165 104 7 TRUE 0.48
colorectal cancer RAS_12 PTEN Homozygous deletion 1267 56 -0.07 -0.66 0.51 273.41 1.02 2787 1250 39 17 TRUE 0.08
cancer of unknown primary RAS_12 CDKN2A Homozygous deletion 239 168 0.31 -0.09 0.70 1353.55 1.00 1048 203 132 36 TRUE 0.95
non-small cell lung cancer RAS_12 CDKN2A Homozygous deletion 1692 513 -0.61 -0.85 -0.39 1462.17 1.00 4400 1608 429 84 TRUE 6.48
pancreatic cancer RAS_12 CDKN2A Homozygous deletion 1440 249 0.32 0.03 0.62 1497.42 1.00 600 1255 64 185 TRUE 1.47
colorectal cancer RAS_12 SMAD4 Homozygous deletion 1267 111 0.47 0.07 0.86 1460.91 1.00 2761 1221 65 46 TRUE 1.70
pancreatic cancer RAS_12 SMAD4 Homozygous deletion 1440 68 0.87 0.28 1.55 1596.70 1.00 653 1383 11 57 TRUE 2.25
uterine cancer RAS_12 RB1 Homozygous deletion 243 70 -1.85 -3.74 -0.54 1591.87 1.00 1534 241 68 2 TRUE 1.71
colorectal cancer KRAS_12 PTEN Homozygous deletion 1213 56 0.04 -0.59 0.43 4.12 1.25 2840 1197 40 16 TRUE 0.06
cancer of unknown primary KRAS_12 CDKN2A Homozygous deletion 230 168 0.36 -0.04 0.74 1420.21 1.00 1057 194 132 36 TRUE 1.12
non-small cell lung cancer KRAS_12 CDKN2A Homozygous deletion 1684 513 -0.61 -0.86 -0.38 1460.85 1.00 4408 1600 429 84 TRUE 6.26
pancreatic cancer KRAS_12 CDKN2A Homozygous deletion 1438 249 0.33 0.03 0.62 1519.69 1.00 602 1253 64 185 TRUE 1.54
colorectal cancer KRAS_12 SMAD4 Homozygous deletion 1213 111 0.47 0.06 0.86 1392.21 1.00 2813 1169 67 44 TRUE 1.74
pancreatic cancer KRAS_12 SMAD4 Homozygous deletion 1438 68 0.88 0.33 1.53 1624.66 1.00 655 1381 11 57 TRUE 2.31
uterine cancer KRAS_12 RB1 Homozygous deletion 226 70 -1.78 -3.49 -0.53 1268.70 1.00 1551 224 68 2 TRUE 1.76
non-small cell lung cancer RAS_12C CDKN2A Homozygous deletion 309 513 -1.13 -1.87 -0.49 1320.49 1.00 5708 300 504 9 TRUE 2.92
colorectal cancer KRAS_12C PTEN Homozygous deletion 123 56 1.06 -0.04 1.95 1437.77 1.00 3919 118 51 5 TRUE 1.46
non-small cell lung cancer KRAS_12C CDKN2A Homozygous deletion 835 513 -0.58 -0.91 -0.26 1515.04 1.00 5214 794 472 41 TRUE 3.21
colorectal cancer KRAS_12C SMAD4 Homozygous deletion 123 111 0.32 -0.70 1.21 1432.00 1.00 3864 118 106 5 TRUE 0.31
colorectal cancer RAS_13 PTEN Homozygous deletion 346 56 0.54 -0.22 1.27 1550.49 1.00 3699 338 48 8 TRUE 0.79
non-small cell lung cancer RAS_13 CDKN2A Homozygous deletion 145 513 -0.31 -1.08 0.34 790.51 1.00 5872 136 504 9 TRUE 0.41
colorectal cancer RAS_13 SMAD4 Homozygous deletion 346 111 -0.56 -1.43 0.19 1461.91 1.00 3642 340 105 6 TRUE 0.71
colorectal cancer KRAS_13 PTEN Homozygous deletion 319 56 0.63 -0.20 1.38 1315.05 1.00 3726 311 48 8 TRUE 0.93
non-small cell lung cancer KRAS_13 CDKN2A Homozygous deletion 134 513 -0.22 -0.96 0.46 1222.29 1.00 5883 125 504 9 TRUE 0.27
colorectal cancer KRAS_13 SMAD4 Homozygous deletion 319 111 -0.98 -2.05 -0.06 1541.96 1.00 3667 315 107 4 TRUE 1.20
colorectal cancer RAS_61 PTEN Homozygous deletion 165 56 0.49 -0.72 1.46 1421.58 1.00 3876 161 52 4 TRUE 0.42
non-small cell lung cancer RAS_61 CDKN2A Homozygous deletion 146 513 0.02 -0.56 0.56 1515.07 1.00 5874 134 501 12 TRUE 0.03
pancreatic cancer RAS_61 CDKN2A Homozygous deletion 135 249 0.06 -0.46 0.58 1533.86 1.00 1737 118 232 17 TRUE 0.09
melanoma RAS_61 CDKN2A Homozygous deletion 336 346 0.41 0.14 0.69 1437.41 1.00 988 243 253 93 TRUE 2.47
colorectal cancer RAS_61 SMAD4 Homozygous deletion 165 111 0.21 -0.55 0.92 1472.43 1.00 3823 159 105 6 TRUE 0.24
pancreatic cancer RAS_61 SMAD4 Homozygous deletion 135 68 0.16 -0.69 0.89 1457.61 1.00 1906 130 63 5 TRUE 0.16
non-small cell lung cancer KRAS_61 CDKN2A Homozygous deletion 104 513 0.26 -0.36 0.85 1462.81 1.00 5915 93 502 11 TRUE 0.38
pancreatic cancer KRAS_61 CDKN2A Homozygous deletion 125 249 -0.05 -0.62 0.48 1420.28 1.00 1744 111 235 14 TRUE 0.06
pancreatic cancer KRAS_61 SMAD4 Homozygous deletion 125 68 0.14 -0.86 0.98 1089.48 1.00 1916 120 63 5 TRUE 0.11
melanoma NRAS_61 CDKN2A Homozygous deletion 324 346 0.42 0.15 0.69 1131.44 1.01 998 233 255 91 TRUE 2.55
colorectal cancer RAS_12-61 NKX3-1 Homozygous deletion 1253 71 -0.27 -0.76 0.23 734.23 1.00 1625 1227 45 26 FALSE 0.55
cancer of unknown primary RAS_12-61 CDKN2B Homozygous deletion 306 157 0.47 0.10 0.82 1518.73 1.00 1001 259 110 47 TRUE 1.99
non-small cell lung cancer RAS_12-61 CDKN2B Homozygous deletion 1949 482 -0.62 -0.86 -0.41 1527.93 1.00 4116 1856 389 93 TRUE 6.87
pancreatic cancer RAS_12-61 CDKN2B Homozygous deletion 1591 230 0.46 0.11 0.81 1547.86 1.00 473 1401 40 190 TRUE 2.02
melanoma RAS_12-61 CDKN2B Homozygous deletion 423 276 0.49 0.21 0.77 1410.89 1.00 973 325 178 98 TRUE 3.19
hepatobiliary cancer RAS_12-61 CDKN2B Homozygous deletion 135 89 -0.36 -1.05 0.28 1397.52 1.00 860 127 81 8 TRUE 0.53
bladder cancer RAS_12-61 CDKN2B Homozygous deletion 130 249 0.09 -0.35 0.50 1348.84 1.00 1005 104 223 26 TRUE 0.16
colorectal cancer KRAS_12-61 NKX3-1 Homozygous deletion 1136 71 -0.26 -0.79 0.16 60.34 1.04 1739 1113 48 23 FALSE 0.54
cancer of unknown primary KRAS_12-61 CDKN2B Homozygous deletion 277 157 0.47 0.09 0.84 1405.80 1.00 1026 234 114 43 TRUE 1.83
non-small cell lung cancer KRAS_12-61 CDKN2B Homozygous deletion 1891 482 -0.62 -0.86 -0.39 1579.89 1.00 4172 1800 391 91 TRUE 6.42
pancreatic cancer KRAS_12-61 CDKN2B Homozygous deletion 1578 230 0.41 0.09 0.73 1538.45 1.00 483 1391 43 187 TRUE 1.81
hepatobiliary cancer KRAS_12-61 CDKN2B Homozygous deletion 111 89 -0.49 -1.30 0.28 1437.67 1.00 882 105 83 6 TRUE 0.64
colorectal cancer NRAS_12-61 NKX3-1 Homozygous deletion 119 71 -0.15 -1.54 0.98 1217.86 1.00 2736 116 68 3 FALSE 0.08
melanoma NRAS_12-61 CDKN2B Homozygous deletion 378 276 0.42 0.13 0.71 1332.11 1.00 1005 293 191 85 TRUE 2.29
colorectal cancer RAS_12 NKX3-1 Homozygous deletion 901 71 -0.56 -1.20 0.01 1427.93 1.00 1966 886 56 15 FALSE 1.18
cancer of unknown primary RAS_12 CDKN2B Homozygous deletion 238 157 0.28 -0.13 0.68 1426.61 1.00 1055 205 124 33 TRUE 0.74
non-small cell lung cancer RAS_12 CDKN2B Homozygous deletion 1668 482 -0.64 -0.88 -0.40 1571.68 1.00 4381 1591 405 77 TRUE 6.42
pancreatic cancer RAS_12 CDKN2B Homozygous deletion 1440 230 0.37 0.07 0.70 1462.81 1.00 607 1267 57 173 TRUE 1.71
colorectal cancer KRAS_12 NKX3-1 Homozygous deletion 862 71 -0.48 -1.07 0.09 1235.60 1.01 2005 847 56 15 FALSE 0.96
cancer of unknown primary KRAS_12 CDKN2B Homozygous deletion 229 157 0.33 -0.09 0.76 1472.37 1.00 1064 196 124 33 TRUE 0.89
non-small cell lung cancer KRAS_12 CDKN2B Homozygous deletion 1660 482 -0.62 -0.87 -0.39 1708.41 1.00 4389 1583 405 77 TRUE 6.38
pancreatic cancer KRAS_12 CDKN2B Homozygous deletion 1438 230 0.38 0.07 0.67 1518.04 1.00 609 1265 57 173 TRUE 1.74
colorectal cancer KRAS_12C NKX3-1 Homozygous deletion 89 71 -1.25 -4.27 0.57 1455.25 1.00 2764 88 70 1 FALSE 0.51
non-small cell lung cancer KRAS_12C CDKN2B Homozygous deletion 821 482 -0.68 -1.02 -0.36 901.35 1.01 5186 786 447 35 TRUE 4.32
colorectal cancer RAS_13 NKX3-1 Homozygous deletion 251 71 0.09 -0.79 0.83 1299.46 1.00 2608 244 64 7 FALSE 0.08
non-small cell lung cancer RAS_13 CDKN2B Homozygous deletion 145 482 -0.54 -1.37 0.21 1136.40 1.00 5834 138 475 7 TRUE 0.75
colorectal cancer KRAS_13 NKX3-1 Homozygous deletion 231 71 -0.01 -0.97 0.82 1032.10 1.00 2627 225 65 6 FALSE 0.01
non-small cell lung cancer KRAS_13 CDKN2B Homozygous deletion 134 482 -0.48 -1.30 0.28 1316.40 1.00 5845 127 475 7 TRUE 0.62
colorectal cancer RAS_61 NKX3-1 Homozygous deletion 109 71 0.34 -0.90 1.27 303.30 1.01 2747 105 67 4 FALSE 0.27
non-small cell lung cancer RAS_61 CDKN2B Homozygous deletion 144 482 -0.10 -0.76 0.51 1374.83 1.00 5838 134 472 10 TRUE 0.11
pancreatic cancer RAS_61 CDKN2B Homozygous deletion 135 230 0.02 -0.50 0.52 1302.45 1.00 1754 120 215 15 TRUE 0.02
melanoma RAS_61 CDKN2B Homozygous deletion 336 276 0.49 0.19 0.77 1454.30 1.00 1041 257 197 79 TRUE 3.11
non-small cell lung cancer KRAS_61 CDKN2B Homozygous deletion 103 482 -0.04 -0.78 0.66 1558.04 1.00 5877 95 474 8 TRUE 0.04
pancreatic cancer KRAS_61 CDKN2B Homozygous deletion 125 230 -0.16 -0.79 0.45 1383.79 1.00 1761 113 218 12 TRUE 0.22
non-small cell lung cancer RAS_12C CDKN2B Homozygous deletion 308 482 -1.06 -1.74 -0.47 1501.91 1.00 5673 299 473 9 TRUE 2.85
melanoma NRAS_61 CDKN2B Homozygous deletion 324 276 0.49 0.18 0.79 258.65 1.01 1051 247 199 77 TRUE 2.94
colorectal cancer RAS_12-61 TP53 Any deletion 1767 616 0.05 -0.12 0.22 1280.45 1.00 1982 1495 344 272 TRUE 0.24
cancer of unknown primary RAS_12-61 TP53 Any deletion 308 135 0.11 -0.30 0.52 1546.99 1.00 1008 276 103 32 TRUE 0.23
non-small cell lung cancer RAS_12-61 TP53 Any deletion 1975 496 -0.22 -0.42 -0.01 1483.33 1.00 4180 1845 366 130 TRUE 1.42
pancreatic cancer RAS_12-61 TP53 Any deletion 1591 138 1.00 0.52 1.56 1463.81 1.00 500 1466 13 125 TRUE 3.79
melanoma RAS_12-61 TP53 Any deletion 423 88 0.94 0.53 1.39 1608.23 1.00 1109 380 45 43 TRUE 4.98
uterine cancer RAS_12-61 TP53 Any deletion 318 134 -0.88 -1.49 -0.35 1526.79 1.00 1403 308 124 10 TRUE 2.60
ovarian cancer RAS_12-61 TP53 Any deletion 188 227 -0.45 -0.94 0.01 1567.73 1.00 1226 170 209 18 TRUE 1.16
hepatobiliary cancer RAS_12-61 TP53 Any deletion 135 59 0.17 -0.51 0.80 1338.59 1.00 891 126 50 9 TRUE 0.21
bladder cancer RAS_12-61 TP53 Any deletion 130 130 0.10 -0.44 0.63 1559.05 1.00 1112 116 116 14 TRUE 0.14
non-small cell lung cancer RAS_12-61 ATR Any deletion 1397 54 -0.01 -0.63 0.57 1471.11 1.00 3301 1381 38 16 FALSE 0.02
colorectal cancer RAS_12-61 PDGFRA Any deletion 1767 230 -0.06 -0.33 0.21 1238.49 1.00 2193 1670 133 97 TRUE 0.17
cancer of unknown primary RAS_12-61 PDGFRA Any deletion 308 60 -0.39 -1.05 0.22 1556.67 1.00 1061 298 50 10 TRUE 0.62
non-small cell lung cancer RAS_12-61 PDGFRA Any deletion 1975 94 -0.56 -1.06 -0.12 1603.04 1.00 4471 1956 75 19 TRUE 1.68
ovarian cancer RAS_12-61 PDGFRA Any deletion 188 118 -0.41 -1.04 0.22 1299.21 1.00 1327 178 108 10 TRUE 0.70
colorectal cancer RAS_12-61 FBXW7 Any deletion 1767 264 -0.12 -0.38 0.13 1569.40 1.00 2169 1660 157 107 TRUE 0.46
cancer of unknown primary RAS_12-61 FBXW7 Any deletion 308 92 -0.56 -1.14 -0.03 1205.64 1.00 1032 295 79 13 TRUE 1.30
non-small cell lung cancer RAS_12-61 FBXW7 Any deletion 1975 145 -0.65 -1.04 -0.28 1570.96 1.00 4428 1948 118 27 TRUE 3.05
melanoma RAS_12-61 FBXW7 Any deletion 423 61 -0.10 -0.64 0.39 1418.90 1.00 1110 406 44 17 TRUE 0.14
uterine cancer RAS_12-61 FBXW7 Any deletion 318 73 -0.47 -1.09 0.14 1269.53 1.00 1463 309 64 9 TRUE 0.87
ovarian cancer RAS_12-61 FBXW7 Any deletion 188 199 -0.89 -1.50 -0.34 1567.54 1.00 1246 178 189 10 TRUE 2.62
colorectal cancer RAS_12-61 MAP3K1 Any deletion 1758 198 -0.53 -0.83 -0.24 1483.29 1.00 2181 1695 135 63 FALSE 3.42
cancer of unknown primary RAS_12-61 MAP3K1 Any deletion 306 80 -0.40 -0.99 0.16 1399.02 1.00 1043 292 66 14 FALSE 0.79
non-small cell lung cancer RAS_12-61 MAP3K1 Any deletion 1948 218 -0.95 -1.32 -0.60 1297.22 1.00 4312 1916 186 32 FALSE 6.58
uterine cancer RAS_12-61 MAP3K1 Any deletion 318 61 -1.26 -2.21 -0.42 1466.43 1.00 1466 315 58 3 FALSE 2.26
ovarian cancer RAS_12-61 MAP3K1 Any deletion 188 164 -1.80 -2.79 -1.00 1528.62 1.00 1273 186 162 2 FALSE 4.15
bladder cancer RAS_12-61 MAP3K1 Any deletion 130 92 -0.24 -0.98 0.42 1494.01 1.00 1142 121 83 9 FALSE 0.30
colorectal cancer RAS_12-61 NSD1 Any deletion 1421 83 -0.73 -1.24 -0.27 1590.93 1.00 1780 1399 61 22 FALSE 2.59
non-small cell lung cancer RAS_12-61 NSD1 Any deletion 1396 69 -0.42 -0.98 0.10 1500.85 1.00 3279 1380 53 16 FALSE 0.87
colorectal cancer RAS_12-61 FLT4 Any deletion 1758 149 -0.49 -0.82 -0.18 1599.51 1.00 2215 1710 101 48 TRUE 2.42
cancer of unknown primary RAS_12-61 FLT4 Any deletion 306 61 -0.84 -1.58 -0.16 1536.06 1.00 1054 300 55 6 TRUE 1.72
non-small cell lung cancer RAS_12-61 FLT4 Any deletion 1948 162 -0.59 -0.97 -0.24 1497.33 1.00 4368 1916 130 32 TRUE 2.82
ovarian cancer RAS_12-61 FLT4 Any deletion 188 80 -0.55 -1.33 0.12 1565.97 1.00 1361 182 74 6 TRUE 0.89
bladder cancer RAS_12-61 FLT4 Any deletion 130 87 -0.25 -0.94 0.40 1524.30 1.00 1146 122 79 8 TRUE 0.32
non-small cell lung cancer RAS_12-61 PTPRD Any deletion 1523 202 -0.32 -0.65 -0.03 1258.21 1.00 3454 1475 154 48 FALSE 1.36
melanoma RAS_12-61 PTPRD Any deletion 328 82 -0.01 -0.48 0.44 1331.57 1.00 884 306 60 22 FALSE 0.02
ovarian cancer RAS_12-61 PTPRD Any deletion 128 64 -0.39 -1.17 0.31 1652.90 1.00 939 123 59 5 FALSE 0.53
bladder cancer RAS_12-61 PTPRD Any deletion 105 69 -0.34 -1.08 0.33 1627.15 1.00 916 100 64 5 FALSE 0.46
colorectal cancer RAS_12-61 RET Any deletion 1767 79 -0.15 -0.61 0.30 1265.24 1.00 2279 1735 47 32 TRUE 0.30
non-small cell lung cancer RAS_12-61 RET Any deletion 1975 113 -0.92 -1.44 -0.46 1291.40 1.00 4449 1959 97 16 TRUE 3.51
melanoma RAS_12-61 RET Any deletion 423 101 0.12 -0.34 0.54 1460.51 1.00 1083 393 71 30 TRUE 0.22
bladder cancer RAS_12-61 RET Any deletion 130 56 -0.20 -1.09 0.56 1449.57 1.00 1177 125 51 5 TRUE 0.19
non-small cell lung cancer RAS_12-61 KDM5A Any deletion 1396 63 0.66 0.16 1.17 1449.57 1.00 3297 1368 35 28 FALSE 2.01
colorectal cancer RAS_12-61 TSHR Any deletion 1421 116 -0.10 -0.47 0.27 1536.83 1.00 1772 1374 69 47 TRUE 0.22
non-small cell lung cancer RAS_12-61 TSHR Any deletion 1396 54 0.41 -0.14 0.99 1499.71 1.00 3300 1374 32 22 TRUE 0.87
cancer of unknown primary RAS_12-61 CREBBP Any deletion 307 51 -0.71 -1.51 -0.02 1515.63 1.00 1066 301 45 6 TRUE 1.18
non-small cell lung cancer RAS_12-61 CREBBP Any deletion 1949 67 -0.40 -0.99 0.14 1521.37 1.00 4454 1933 51 16 TRUE 0.80
ovarian cancer RAS_12-61 CREBBP Any deletion 188 116 -0.61 -1.31 0.01 1450.50 1.00 1327 180 108 8 TRUE 1.15
bladder cancer RAS_12-61 CREBBP Any deletion 130 75 -0.19 -0.94 0.55 1586.93 1.00 1160 123 68 7 TRUE 0.21
colorectal cancer RAS_12-61 BRIP1 Any deletion 1758 103 0.67 0.28 1.07 1554.66 1.00 2275 1696 41 62 TRUE 3.02
ovarian cancer RAS_12-61 BRIP1 Any deletion 188 83 -0.07 -0.79 0.55 1454.73 1.00 1361 179 74 9 TRUE 0.07
colorectal cancer RAS_12-61 SMARCA4 Any deletion 1759 59 -0.40 -0.92 0.06 1505.26 1.00 2278 1739 39 20 FALSE 0.97
cancer of unknown primary RAS_12-61 SMARCA4 Any deletion 306 63 0.28 -0.24 0.76 1643.33 1.00 1066 288 45 18 FALSE 0.57
non-small cell lung cancer RAS_12-61 SMARCA4 Any deletion 1949 309 0.14 -0.09 0.38 1602.37 1.00 4299 1846 206 103 FALSE 0.61
uterine cancer RAS_12-61 SMARCA4 Any deletion 318 55 -0.42 -1.14 0.19 1518.40 1.01 1476 312 49 6 FALSE 0.66
ovarian cancer RAS_12-61 SMARCA4 Any deletion 188 82 -0.10 -0.70 0.49 1637.94 1.00 1362 179 73 9 FALSE 0.12
colorectal cancer RAS_12-61 BLM Any deletion 1758 159 -0.16 -0.48 0.15 1604.88 1.00 2220 1695 96 63 TRUE 0.53
non-small cell lung cancer RAS_12-61 BLM Any deletion 1948 143 -0.36 -0.74 0.02 1528.64 1.00 4389 1914 109 34 TRUE 1.18
uterine cancer RAS_12-61 BLM Any deletion 318 53 -0.61 -1.38 0.07 1482.75 1.00 1476 313 48 5 TRUE 1.02
ovarian cancer RAS_12-61 BLM Any deletion 188 72 -0.40 -1.14 0.30 1388.03 1.00 1369 182 66 6 TRUE 0.57
non-small cell lung cancer RAS_12-61 PIK3CA Any deletion 1975 111 0.34 -0.05 0.72 1246.89 1.00 4477 1933 69 42 TRUE 1.06
colorectal cancer RAS_12-61 GATA3 Any deletion 1758 82 -0.27 -0.69 0.15 1469.66 1.00 2265 1727 51 31 FALSE 0.69
non-small cell lung cancer RAS_12-61 GATA3 Any deletion 1948 140 -0.71 -1.14 -0.29 1495.02 1.00 4382 1924 116 24 FALSE 2.96
melanoma RAS_12-61 GATA3 Any deletion 423 127 -0.03 -0.45 0.36 1766.88 1.00 1052 389 93 34 FALSE 0.06
colorectal cancer RAS_12-61 ESR1 Any deletion 1759 57 0.43 -0.08 0.91 1581.33 1.00 2292 1727 25 32 TRUE 1.03
cancer of unknown primary RAS_12-61 ESR1 Any deletion 308 73 -0.41 -1.03 0.17 1478.68 1.00 1049 297 62 11 TRUE 0.72
non-small cell lung cancer RAS_12-61 ESR1 Any deletion 1949 249 0.12 -0.15 0.38 1516.22 1.00 4338 1867 167 82 TRUE 0.45
pancreatic cancer RAS_12-61 ESR1 Any deletion 1591 91 0.00 -0.48 0.47 1449.08 1.00 490 1523 23 68 TRUE 0.01
melanoma RAS_12-61 ESR1 Any deletion 423 136 0.57 0.20 0.92 1464.30 1.00 1068 371 84 52 TRUE 2.72
ovarian cancer RAS_12-61 ESR1 Any deletion 188 119 -0.25 -0.89 0.32 1439.09 1.00 1327 177 108 11 TRUE 0.38
hepatobiliary cancer RAS_12-61 ESR1 Any deletion 135 53 0.74 0.12 1.37 1306.57 1.00 901 122 40 13 TRUE 1.60
bladder cancer RAS_12-61 ESR1 Any deletion 130 51 -0.40 -1.42 0.44 1469.86 1.00 1180 127 48 3 TRUE 0.40
colorectal cancer RAS_12-61 RNF43 Any deletion 1422 53 -0.18 -0.75 0.44 1183.40 1.00 1810 1401 32 21 TRUE 0.27
colorectal cancer RAS_12-61 U2AF1 Any deletion 1729 127 -0.48 -0.85 -0.11 1571.92 1.00 2194 1688 86 41 FALSE 1.87
non-small cell lung cancer RAS_12-61 U2AF1 Any deletion 1939 97 -0.06 -0.49 0.37 1529.38 1.00 4409 1910 68 29 FALSE 0.11
pancreatic cancer RAS_12-61 U2AF1 Any deletion 1585 58 -0.33 -0.85 0.21 1208.50 1.00 491 1545 18 40 FALSE 0.65
ovarian cancer RAS_12-61 U2AF1 Any deletion 184 57 -0.60 -1.63 0.23 1268.90 1.00 1353 180 53 4 FALSE 0.69
colorectal cancer RAS_12-61 BAP1 Any deletion 1759 95 0.25 -0.14 0.64 1508.84 1.00 2270 1711 47 48 TRUE 0.67
cancer of unknown primary RAS_12-61 BAP1 Any deletion 308 138 -0.21 -0.67 0.23 1451.34 1.00 999 282 112 26 TRUE 0.43
non-small cell lung cancer RAS_12-61 BAP1 Any deletion 1949 348 -0.30 -0.56 -0.06 1600.90 1.00 4242 1864 263 85 TRUE 1.71
pancreatic cancer RAS_12-61 BAP1 Any deletion 1591 81 -0.48 -0.92 -0.03 1277.85 1.00 485 1538 28 53 TRUE 1.45
ovarian cancer RAS_12-61 BAP1 Any deletion 188 87 -1.09 -2.16 -0.26 1595.95 1.00 1351 185 84 3 TRUE 1.61
hepatobiliary cancer RAS_12-61 BAP1 Any deletion 135 64 0.37 -0.25 1.00 1375.90 1.00 889 123 52 12 TRUE 0.59
colorectal cancer RAS_12-61 PTEN Any deletion 1767 247 0.24 -0.01 0.50 1417.33 1.00 2202 1644 124 123 TRUE 1.21
cancer of unknown primary RAS_12-61 PTEN Any deletion 308 88 -0.53 -1.09 -0.02 1412.28 1.00 1036 295 75 13 TRUE 1.26
non-small cell lung cancer RAS_12-61 PTEN Any deletion 1975 227 -1.04 -1.42 -0.70 1442.86 1.00 4349 1945 197 30 TRUE 8.05
melanoma RAS_12-61 PTEN Any deletion 423 146 -0.06 -0.44 0.32 1606.33 1.00 1047 384 107 39 TRUE 0.12
uterine cancer RAS_12-61 PTEN Any deletion 318 93 -1.20 -1.97 -0.50 1543.02 1.00 1438 314 89 4 TRUE 2.84
ovarian cancer RAS_12-61 PTEN Any deletion 188 97 -0.70 -1.40 -0.03 1447.15 1.00 1344 182 91 6 TRUE 1.33
bladder cancer RAS_12-61 PTEN Any deletion 130 88 -0.62 -1.43 0.10 1487.92 1.00 1145 125 83 5 TRUE 0.99
colorectal cancer RAS_12-61 CTNNB1 Any deletion 1767 91 0.32 -0.07 0.72 1439.98 1.00 2283 1719 43 48 TRUE 0.94
cancer of unknown primary RAS_12-61 CTNNB1 Any deletion 308 124 -0.29 -0.73 0.16 1638.75 1.00 1009 286 102 22 TRUE 0.67
non-small cell lung cancer RAS_12-61 CTNNB1 Any deletion 1975 323 -0.33 -0.59 -0.08 1564.58 1.00 4301 1897 245 78 TRUE 2.02
pancreatic cancer RAS_12-61 CTNNB1 Any deletion 1591 65 -0.77 -1.27 -0.28 1433.28 1.00 486 1553 27 38 TRUE 2.64
ovarian cancer RAS_12-61 CTNNB1 Any deletion 188 70 -0.98 -2.05 -0.11 1585.58 1.00 1368 185 67 3 TRUE 1.33
colorectal cancer RAS_12-61 ARID1A Any deletion 1759 315 0.04 -0.18 0.28 1535.43 1.00 2141 1620 176 139 TRUE 0.16
cancer of unknown primary RAS_12-61 ARID1A Any deletion 307 94 0.22 -0.25 0.65 1224.64 1.00 1041 283 70 24 TRUE 0.46
non-small cell lung cancer RAS_12-61 ARID1A Any deletion 1949 173 0.22 -0.09 0.51 1506.31 1.00 4393 1888 112 61 TRUE 0.78
pancreatic cancer RAS_12-61 ARID1A Any deletion 1591 102 -0.21 -0.61 0.19 1435.32 1.00 483 1519 30 72 TRUE 0.52
uterine cancer RAS_12-61 ARID1A Any deletion 318 73 -0.06 -0.64 0.49 1427.35 1.00 1466 306 61 12 TRUE 0.07
ovarian cancer RAS_12-61 ARID1A Any deletion 188 146 0.80 0.38 1.21 1380.92 1.00 1321 156 114 32 TRUE 3.75
hepatobiliary cancer RAS_12-61 ARID1A Any deletion 135 78 0.50 -0.05 0.99 1488.04 1.00 878 120 63 15 TRUE 1.15
colorectal cancer RAS_12-61 PIK3R1 Any deletion 1759 243 -0.54 -0.81 -0.26 1402.13 1.00 2151 1682 166 77 TRUE 3.81
cancer of unknown primary RAS_12-61 PIK3R1 Any deletion 308 86 -0.32 -0.86 0.20 1499.75 1.00 1041 292 70 16 TRUE 0.62
non-small cell lung cancer RAS_12-61 PIK3R1 Any deletion 1949 241 -0.90 -1.24 -0.56 1462.16 1.00 4301 1912 204 37 TRUE 6.46
uterine cancer RAS_12-61 PIK3R1 Any deletion 318 65 -0.91 -1.66 -0.24 1541.17 1.00 1467 313 60 5 TRUE 1.85
ovarian cancer RAS_12-61 PIK3R1 Any deletion 188 196 -1.43 -2.21 -0.74 1510.83 1.00 1244 183 191 5 TRUE 3.93
bladder cancer RAS_12-61 PIK3R1 Any deletion 130 96 -0.25 -0.98 0.39 1446.83 1.00 1141 121 87 9 TRUE 0.33
colorectal cancer RAS_12-61 FAT1 Any deletion 1391 169 -0.26 -0.58 0.05 1251.49 1.00 1699 1327 105 64 FALSE 0.94
cancer of unknown primary RAS_12-61 FAT1 Any deletion 240 74 -0.92 -1.61 -0.25 1464.90 1.00 819 233 67 7 FALSE 2.06
non-small cell lung cancer RAS_12-61 FAT1 Any deletion 1386 87 -0.42 -0.92 0.01 1447.95 1.00 3237 1366 67 20 FALSE 1.05
ovarian cancer RAS_12-61 FAT1 Any deletion 113 98 -0.58 -1.35 0.08 1413.56 1.00 809 106 91 7 FALSE 0.94
colorectal cancer RAS_12-61 FGFR4 Any deletion 1759 131 -0.57 -0.93 -0.22 1382.42 1.00 2226 1719 91 40 TRUE 2.73
cancer of unknown primary RAS_12-61 FGFR4 Any deletion 308 55 -0.76 -1.51 -0.11 1545.77 1.00 1062 302 49 6 TRUE 1.44
non-small cell lung cancer RAS_12-61 FGFR4 Any deletion 1949 167 -0.69 -1.07 -0.32 1618.76 1.00 4368 1919 137 30 TRUE 3.51
ovarian cancer RAS_12-61 FGFR4 Any deletion 188 92 -0.55 -1.26 0.12 1655.91 1.00 1350 181 85 7 TRUE 0.92
bladder cancer RAS_12-61 FGFR4 Any deletion 130 103 -0.17 -0.80 0.44 1531.40 1.00 1135 120 93 10 TRUE 0.22
non-small cell lung cancer RAS_12-61 CIC Any deletion 1396 55 -1.11 -1.98 -0.37 1379.69 1.00 3284 1389 48 7 TRUE 2.16
non-small cell lung cancer RAS_12-61 KDM6A Any deletion 1948 60 -0.38 -1.01 0.23 1461.04 1.00 4452 1934 46 14 FALSE 0.65
colorectal cancer RAS_12-61 ABL1 Any deletion 1766 53 -0.82 -1.39 -0.28 1486.38 1.00 2285 1753 40 13 TRUE 2.37
cancer of unknown primary RAS_12-61 ABL1 Any deletion 308 66 -0.46 -1.10 0.13 1534.48 1.00 1053 298 56 10 TRUE 0.83
non-small cell lung cancer RAS_12-61 ABL1 Any deletion 1974 166 -0.34 -0.68 0.00 1483.08 1.00 4413 1934 126 40 TRUE 1.29
melanoma RAS_12-61 ABL1 Any deletion 423 72 0.62 0.16 1.07 1415.12 1.00 1108 392 41 31 TRUE 2.02
uterine cancer RAS_12-61 ABL1 Any deletion 318 84 -0.44 -1.05 0.14 1500.58 1.00 1452 308 74 10 TRUE 0.82
ovarian cancer RAS_12-61 ABL1 Any deletion 188 166 -0.46 -0.99 0.05 1595.02 1.00 1282 175 153 13 TRUE 1.09
bladder cancer RAS_12-61 ABL1 Any deletion 130 126 -0.19 -0.84 0.38 1447.44 1.00 1110 119 115 11 TRUE 0.28
colorectal cancer RAS_12-61 NOTCH2 Any deletion 1759 134 0.22 -0.11 0.54 1513.65 1.00 2249 1693 68 66 TRUE 0.68
non-small cell lung cancer RAS_12-61 NOTCH2 Any deletion 1949 186 0.15 -0.17 0.45 1458.99 1.00 4382 1886 123 63 TRUE 0.47
pancreatic cancer RAS_12-61 NOTCH2 Any deletion 1591 52 -0.97 -1.54 -0.44 1244.85 1.00 488 1564 25 27 TRUE 3.12
non-small cell lung cancer RAS_12-61 SMO Any deletion 1975 80 -0.94 -1.56 -0.37 1225.08 1.00 4478 1963 68 12 TRUE 2.73
colorectal cancer RAS_12-61 KMT2A Any deletion 1758 100 0.39 0.01 0.80 1529.22 1.00 2270 1704 46 54 FALSE 1.30
cancer of unknown primary RAS_12-61 KMT2A Any deletion 307 100 -0.81 -1.40 -0.23 1560.06 1.00 1020 296 89 11 FALSE 2.11
non-small cell lung cancer RAS_12-61 KMT2A Any deletion 1948 136 -0.33 -0.70 0.06 1421.47 1.00 4395 1915 103 33 FALSE 1.02
pancreatic cancer RAS_12-61 KMT2A Any deletion 1586 51 -1.88 -2.44 -1.34 1565.34 1.00 476 1571 36 15 FALSE 10.28
melanoma RAS_12-61 KMT2A Any deletion 423 111 0.45 0.06 0.83 1333.39 1.00 1076 382 70 41 FALSE 1.69
uterine cancer RAS_12-61 KMT2A Any deletion 318 70 -0.53 -1.29 0.16 1453.43 1.00 1464 310 62 8 FALSE 0.84
ovarian cancer RAS_12-61 KMT2A Any deletion 188 73 0.18 -0.51 0.82 1624.10 1.00 1373 177 62 11 FALSE 0.23
bladder cancer RAS_12-61 KMT2A Any deletion 130 71 -0.62 -1.52 0.21 1513.64 1.00 1158 126 67 4 FALSE 0.77
non-small cell lung cancer RAS_12-61 JAK3 Any deletion 1975 226 0.24 -0.04 0.51 1233.18 1.00 4400 1895 146 80 TRUE 1.00
cancer of unknown primary RAS_12-61 BRCA2 Any deletion 308 97 -0.76 -1.31 -0.26 1350.85 1.00 1026 296 85 12 TRUE 2.27
non-small cell lung cancer RAS_12-61 BRCA2 Any deletion 1949 341 -0.41 -0.67 -0.15 1706.73 1.00 4244 1869 261 80 TRUE 2.76
uterine cancer RAS_12-61 BRCA2 Any deletion 318 80 -1.26 -2.10 -0.58 1630.34 1.00 1450 315 77 3 TRUE 2.82
ovarian cancer RAS_12-61 BRCA2 Any deletion 188 159 -0.85 -1.45 -0.30 1612.87 1.00 1285 179 150 9 TRUE 2.39
non-small cell lung cancer RAS_12-61 NOTCH3 Any deletion 1397 103 0.24 -0.19 0.64 1278.25 1.00 3272 1361 67 36 TRUE 0.57
pancreatic cancer RAS_12-61 CDKN1A Any deletion 1580 53 -0.80 -1.32 -0.24 1452.82 1.00 486 1549 22 31 FALSE 2.35
colorectal cancer RAS_12-61 FGFR3 Any deletion 1767 235 -0.02 -0.28 0.26 1506.01 1.00 2192 1666 134 101 TRUE 0.05
cancer of unknown primary RAS_12-61 FGFR3 Any deletion 308 67 -0.44 -1.11 0.13 1570.00 1.00 1054 298 57 10 TRUE 0.79
non-small cell lung cancer RAS_12-61 FGFR3 Any deletion 1975 158 -0.51 -0.88 -0.14 1556.81 1.00 4421 1942 125 33 TRUE 2.18
ovarian cancer RAS_12-61 FGFR3 Any deletion 188 102 -0.06 -0.66 0.47 1417.45 1.00 1345 176 90 12 TRUE 0.08
colorectal cancer RAS_12-61 IGF1R Any deletion 1759 163 -0.19 -0.50 0.12 1268.02 1.00 2218 1695 99 64 TRUE 0.63
non-small cell lung cancer RAS_12-61 IGF1R Any deletion 1949 156 -0.24 -0.58 0.10 1414.09 1.00 4390 1908 115 41 TRUE 0.76
uterine cancer RAS_12-61 IGF1R Any deletion 318 54 -0.77 -1.59 0.00 1564.59 1.00 1477 314 50 4 TRUE 1.28
ovarian cancer RAS_12-61 IGF1R Any deletion 188 73 -0.43 -1.16 0.22 1305.30 1.00 1368 182 67 6 TRUE 0.65
non-small cell lung cancer RAS_12-61 KEAP1 Any deletion 1800 241 0.14 -0.14 0.40 1304.81 1.00 3981 1720 161 80 FALSE 0.49
ovarian cancer RAS_12-61 KEAP1 Any deletion 161 58 0.30 -0.41 0.96 1585.47 1.00 1193 152 49 9 FALSE 0.42
colorectal cancer RAS_12-61 CDKN2A Any deletion 1767 119 -0.14 -0.49 0.22 1457.79 1.00 2255 1719 71 48 TRUE 0.35
cancer of unknown primary RAS_12-61 CDKN2A Any deletion 308 290 0.33 0.04 0.63 1631.67 1.00 898 231 213 77 TRUE 1.55
non-small cell lung cancer RAS_12-61 CDKN2A Any deletion 1975 952 -0.31 -0.46 -0.15 1336.63 1.00 3831 1738 715 237 TRUE 4.01
pancreatic cancer RAS_12-61 CDKN2A Any deletion 1591 377 0.45 0.18 0.74 1518.57 1.00 444 1283 69 308 TRUE 2.77
melanoma RAS_12-61 CDKN2A Any deletion 423 468 0.51 0.28 0.74 1337.46 1.00 846 263 308 160 TRUE 4.60
uterine cancer RAS_12-61 CDKN2A Any deletion 318 86 -0.54 -1.22 0.05 1291.60 1.00 1450 309 77 9 TRUE 1.02
ovarian cancer RAS_12-61 CDKN2A Any deletion 188 149 0.67 0.24 1.08 1502.84 1.00 1316 158 119 30 TRUE 2.73
hepatobiliary cancer RAS_12-61 CDKN2A Any deletion 135 142 0.07 -0.46 0.58 1467.85 1.00 818 116 123 19 TRUE 0.11
bladder cancer RAS_12-61 CDKN2A Any deletion 130 362 0.12 -0.30 0.50 1600.56 1.00 904 92 324 38 TRUE 0.25
colorectal cancer RAS_12-61 FANCA Any deletion 1759 54 -0.29 -0.84 0.21 1467.37 1.00 2284 1738 33 21 TRUE 0.57
cancer of unknown primary RAS_12-61 FANCA Any deletion 306 81 -1.40 -2.28 -0.67 1636.04 1.00 1034 302 77 4 TRUE 3.19
non-small cell lung cancer RAS_12-61 FANCA Any deletion 1949 207 -0.32 -0.65 0.00 1469.65 1.00 4349 1898 156 51 TRUE 1.28
melanoma RAS_12-61 FANCA Any deletion 423 84 0.38 -0.08 0.81 1473.00 1.00 1098 392 53 31 TRUE 1.01
uterine cancer RAS_12-61 FANCA Any deletion 318 103 -0.89 -1.58 -0.27 1464.87 1.00 1430 310 95 8 TRUE 2.03
ovarian cancer RAS_12-61 FANCA Any deletion 188 196 -0.60 -1.17 -0.10 1494.18 1.00 1253 174 182 14 TRUE 1.61
non-small cell lung cancer RAS_12-61 PPP2R1A Any deletion 1397 78 -0.45 -1.04 0.08 471.82 1.00 3278 1380 61 17 FALSE 0.92
non-small cell lung cancer RAS_12-61 ERBB3 Any deletion 1949 53 -1.51 -2.55 -0.58 1082.94 1.00 4457 1944 48 5 TRUE 2.68
colorectal cancer RAS_12-61 SMAD4 Any deletion 1767 872 0.12 -0.03 0.26 1408.42 1.00 1850 1371 476 396 TRUE 0.96
cancer of unknown primary RAS_12-61 SMAD4 Any deletion 308 139 -0.11 -0.54 0.31 1544.23 1.00 1000 280 111 28 TRUE 0.22
non-small cell lung cancer RAS_12-61 SMAD4 Any deletion 1975 402 -0.34 -0.58 -0.11 1489.05 1.00 4240 1879 306 96 TRUE 2.23
pancreatic cancer RAS_12-61 SMAD4 Any deletion 1591 252 0.68 0.33 1.06 1325.00 1.00 476 1376 37 215 TRUE 3.73
uterine cancer RAS_12-61 SMAD4 Any deletion 318 65 -0.27 -0.93 0.37 1422.30 1.00 1471 309 56 9 TRUE 0.38
ovarian cancer RAS_12-61 SMAD4 Any deletion 188 175 -0.50 -1.04 -0.01 1315.69 1.00 1273 175 162 13 TRUE 1.14
hepatobiliary cancer RAS_12-61 SMAD4 Any deletion 135 65 0.74 0.14 1.30 1450.05 1.00 892 119 49 16 TRUE 1.94
bladder cancer RAS_12-61 SMAD4 Any deletion 130 82 -0.02 -0.75 0.63 1536.54 1.00 1154 122 74 8 TRUE 0.02
colorectal cancer RAS_12-61 ATM Any deletion 1767 133 0.20 -0.13 0.54 1183.32 1.00 2258 1702 68 65 TRUE 0.61
cancer of unknown primary RAS_12-61 ATM Any deletion 308 104 -0.52 -1.08 -0.01 1463.89 1.00 1022 293 89 15 TRUE 1.28
non-small cell lung cancer RAS_12-61 ATM Any deletion 1975 148 -0.32 -0.70 0.04 1699.22 1.00 4434 1939 112 36 TRUE 1.04
pancreatic cancer RAS_12-61 ATM Any deletion 1591 56 -1.74 -2.30 -1.19 1504.88 1.00 475 1573 38 18 TRUE 8.80
melanoma RAS_12-61 ATM Any deletion 423 103 0.45 0.06 0.86 1473.21 1.00 1089 385 65 38 TRUE 1.59
uterine cancer RAS_12-61 ATM Any deletion 318 77 -0.49 -1.17 0.13 1603.12 1.00 1459 309 68 9 TRUE 0.84
ovarian cancer RAS_12-61 ATM Any deletion 188 87 -0.09 -0.82 0.52 1540.08 1.00 1358 178 77 10 TRUE 0.10
bladder cancer RAS_12-61 ATM Any deletion 130 66 -0.19 -1.00 0.57 1388.55 1.00 1168 124 60 6 TRUE 0.19
colorectal cancer RAS_12-61 MAP2K1 Any deletion 1759 186 -0.27 -0.58 0.02 1565.82 1.00 2200 1690 117 69 TRUE 1.08
non-small cell lung cancer RAS_12-61 MAP2K1 Any deletion 1949 157 -0.16 -0.52 0.17 1519.94 1.00 4392 1905 113 44 TRUE 0.47
uterine cancer RAS_12-61 MAP2K1 Any deletion 318 66 -0.69 -1.49 -0.01 1176.73 1.00 1465 312 60 6 TRUE 1.25
ovarian cancer RAS_12-61 MAP2K1 Any deletion 188 105 -0.73 -1.50 -0.05 1672.04 1.00 1336 182 99 6 TRUE 1.32
cancer of unknown primary RAS_12-61 RB1 Any deletion 308 135 -0.64 -1.14 -0.17 1612.73 1.00 995 289 116 19 TRUE 2.09
non-small cell lung cancer RAS_12-61 RB1 Any deletion 1975 417 -0.55 -0.80 -0.32 1420.72 1.00 4216 1888 330 87 TRUE 5.16
uterine cancer RAS_12-61 RB1 Any deletion 318 159 -1.53 -2.23 -0.90 1450.48 1.00 1373 313 154 5 TRUE 4.95
ovarian cancer RAS_12-61 RB1 Any deletion 188 211 -1.11 -1.72 -0.52 1529.19 1.00 1233 179 202 9 TRUE 3.66
bladder cancer RAS_12-61 RB1 Any deletion 130 96 -0.49 -1.20 0.19 1441.38 1.00 1140 122 88 8 TRUE 0.77
non-small cell lung cancer RAS_12-61 KMT2D Any deletion 1948 65 -1.51 -2.44 -0.72 1421.79 1.00 4439 1942 59 6 FALSE 3.26
colorectal cancer RAS_12-61 TSC2 Any deletion 1759 59 0.06 -0.46 0.55 1409.79 1.00 2286 1731 31 28 TRUE 0.09
cancer of unknown primary RAS_12-61 TSC2 Any deletion 308 52 -0.86 -1.72 -0.11 1488.26 1.00 1064 303 47 5 TRUE 1.50
non-small cell lung cancer RAS_12-61 TSC2 Any deletion 1949 80 -0.44 -0.98 0.06 1515.84 1.00 4443 1931 62 18 TRUE 1.02
ovarian cancer RAS_12-61 TSC2 Any deletion 188 115 -0.70 -1.43 -0.06 1361.48 1.00 1327 181 108 7 TRUE 1.31
bladder cancer RAS_12-61 TSC2 Any deletion 130 57 -0.27 -1.20 0.56 1490.69 1.00 1176 125 52 5 TRUE 0.26
colorectal cancer RAS_12-61 APC Any deletion 1766 266 -0.34 -0.60 -0.10 1493.63 1.00 2154 1671 171 95 TRUE 2.18
cancer of unknown primary RAS_12-61 APC Any deletion 307 76 -0.33 -0.93 0.18 1436.25 1.00 1047 293 62 14 TRUE 0.60
non-small cell lung cancer RAS_12-61 APC Any deletion 1974 245 -0.85 -1.19 -0.54 1523.53 1.00 4333 1935 206 39 TRUE 6.52
uterine cancer RAS_12-61 APC Any deletion 318 52 -1.06 -2.04 -0.28 1574.02 1.00 1475 315 49 3 TRUE 1.80
ovarian cancer RAS_12-61 APC Any deletion 188 135 -1.24 -2.05 -0.53 1454.55 1.00 1304 184 131 4 TRUE 2.88
bladder cancer RAS_12-61 APC Any deletion 130 84 -0.26 -0.96 0.43 1501.08 1.00 1149 122 76 8 TRUE 0.34
colorectal cancer RAS_12-61 ERBB2 Any deletion 1767 80 0.89 0.45 1.36 1721.82 1.00 2299 1714 27 53 TRUE 3.88
uterine cancer RAS_12-61 ERBB2 Any deletion 318 54 -0.77 -1.69 0.06 1538.54 1.00 1478 313 49 5 TRUE 1.07
ovarian cancer RAS_12-61 ERBB2 Any deletion 188 154 -1.85 -3.03 -0.95 1413.08 1.00 1284 185 151 3 TRUE 3.15
colorectal cancer RAS_12-61 JAK1 Any deletion 1422 103 0.40 0.00 0.76 1662.18 1.00 1793 1368 49 54 TRUE 1.35
non-small cell lung cancer RAS_12-61 JAK1 Any deletion 1397 67 0.38 -0.10 0.83 1757.28 1.00 3298 1371 41 26 TRUE 0.97
colorectal cancer RAS_12-61 CCND1 Any deletion 1759 74 0.49 0.01 0.96 995.64 1.00 2284 1718 33 41 TRUE 1.39
non-small cell lung cancer RAS_12-61 ARID2 Any deletion 1948 95 -0.80 -1.39 -0.28 1230.15 1.00 4419 1932 79 16 FALSE 2.42
colorectal cancer RAS_12-61 MTOR Any deletion 1759 256 0.20 -0.06 0.45 1470.65 1.00 2183 1637 134 122 TRUE 0.89
cancer of unknown primary RAS_12-61 MTOR Any deletion 307 80 -0.15 -0.73 0.37 1525.65 1.00 1046 292 65 15 TRUE 0.24
non-small cell lung cancer RAS_12-61 MTOR Any deletion 1949 152 0.48 0.16 0.82 1383.17 1.00 4416 1886 89 63 TRUE 2.40
pancreatic cancer RAS_12-61 MTOR Any deletion 1591 72 -0.62 -1.10 -0.15 1416.23 1.00 485 1547 28 44 TRUE 2.02
uterine cancer RAS_12-61 MTOR Any deletion 318 61 -0.30 -1.05 0.35 1454.80 1.00 1472 310 53 8 TRUE 0.40
ovarian cancer RAS_12-61 MTOR Any deletion 188 107 1.11 0.65 1.57 1436.58 1.00 1358 158 77 30 TRUE 5.71
hepatobiliary cancer RAS_12-61 MTOR Any deletion 135 65 0.59 -0.04 1.19 1340.12 1.00 890 121 51 14 TRUE 1.27
cancer of unknown primary RAS_12-61 NOTCH1 Any deletion 308 59 -0.38 -1.03 0.21 1475.79 1.00 1061 299 50 9 TRUE 0.64
non-small cell lung cancer RAS_12-61 NOTCH1 Any deletion 1975 166 -0.24 -0.56 0.11 1495.17 1.00 4423 1932 123 43 TRUE 0.79
melanoma RAS_12-61 NOTCH1 Any deletion 423 59 0.65 0.14 1.13 1210.33 1.00 1122 396 32 27 TRUE 1.92
uterine cancer RAS_12-61 NOTCH1 Any deletion 318 83 -0.56 -1.23 0.01 1519.67 1.00 1452 310 75 8 TRUE 1.13
ovarian cancer RAS_12-61 NOTCH1 Any deletion 188 173 -0.27 -0.77 0.21 1510.96 1.00 1278 172 157 16 TRUE 0.55
bladder cancer RAS_12-61 NOTCH1 Any deletion 130 124 -0.13 -0.75 0.43 1465.57 1.00 1115 119 113 11 TRUE 0.17
colorectal cancer RAS_12-61 SETD2 Any deletion 1759 106 0.20 -0.18 0.56 1535.29 1.00 2263 1707 54 52 FALSE 0.51
cancer of unknown primary RAS_12-61 SETD2 Any deletion 306 136 -0.27 -0.75 0.17 1553.99 1.00 999 282 112 24 FALSE 0.62
non-small cell lung cancer RAS_12-61 SETD2 Any deletion 1949 351 -0.30 -0.55 -0.07 1373.93 1.00 4240 1863 265 86 FALSE 1.89
pancreatic cancer RAS_12-61 SETD2 Any deletion 1591 80 -0.45 -0.90 0.01 1515.76 1.00 486 1538 27 53 FALSE 1.25
ovarian cancer RAS_12-61 SETD2 Any deletion 188 79 -1.01 -1.98 -0.20 1486.95 1.00 1359 185 76 3 FALSE 1.54
hepatobiliary cancer RAS_12-61 SETD2 Any deletion 135 59 0.58 -0.08 1.18 1506.78 1.00 895 122 46 13 FALSE 1.12
colorectal cancer RAS_12-61 PBRM1 Any deletion 1693 90 0.18 -0.22 0.57 1516.09 1.00 2171 1649 46 44 TRUE 0.40
cancer of unknown primary RAS_12-61 PBRM1 Any deletion 298 135 -0.30 -0.75 0.14 1500.92 1.00 948 274 111 24 TRUE 0.72
non-small cell lung cancer RAS_12-61 PBRM1 Any deletion 1800 308 -0.30 -0.58 -0.05 1394.65 1.00 3910 1724 232 76 TRUE 1.64
pancreatic cancer RAS_12-61 PBRM1 Any deletion 1565 77 -0.51 -0.95 -0.05 1527.36 1.00 466 1515 27 50 TRUE 1.53
ovarian cancer RAS_12-61 PBRM1 Any deletion 161 70 -0.91 -1.94 -0.07 1547.77 1.00 1175 158 67 3 TRUE 1.26
hepatobiliary cancer RAS_12-61 PBRM1 Any deletion 133 58 0.48 -0.21 1.11 1534.71 1.00 876 121 46 12 TRUE 0.82
non-small cell lung cancer RAS_12-61 EPHA3 Any deletion 1681 157 -0.69 -1.11 -0.30 709.33 1.00 3859 1653 129 28 FALSE 2.96
colorectal cancer RAS_12-61 KIT Any deletion 1767 228 -0.08 -0.33 0.19 1531.55 1.00 2193 1672 133 95 TRUE 0.24
cancer of unknown primary RAS_12-61 KIT Any deletion 308 64 -0.24 -0.85 0.32 1419.51 1.00 1059 296 52 12 TRUE 0.37
non-small cell lung cancer RAS_12-61 KIT Any deletion 1975 97 -0.59 -1.06 -0.13 1465.19 1.00 4468 1956 78 19 TRUE 1.85
ovarian cancer RAS_12-61 KIT Any deletion 188 124 -0.44 -1.07 0.13 1356.21 1.00 1321 178 114 10 TRUE 0.79
colorectal cancer RAS_12-61 KDR Any deletion 1767 228 -0.05 -0.32 0.21 1574.65 1.00 2194 1671 132 96 TRUE 0.15
cancer of unknown primary RAS_12-61 KDR Any deletion 308 63 -0.22 -0.79 0.36 1471.26 1.00 1060 296 51 12 TRUE 0.34
non-small cell lung cancer RAS_12-61 KDR Any deletion 1975 98 -0.60 -1.11 -0.15 1574.61 1.00 4467 1956 79 19 TRUE 1.81
ovarian cancer RAS_12-61 KDR Any deletion 188 125 -0.33 -0.93 0.24 1256.76 1.00 1321 177 114 11 TRUE 0.56
colorectal cancer RAS_12-61 RAD50 Any deletion 1422 110 -0.74 -1.14 -0.33 1535.75 1.00 1762 1392 80 30 FALSE 3.49
cancer of unknown primary RAS_12-61 RAD50 Any deletion 240 52 -0.99 -1.86 -0.25 1460.90 1.00 849 236 48 4 FALSE 1.80
non-small cell lung cancer RAS_12-61 RAD50 Any deletion 1397 100 -0.45 -0.88 -0.01 1448.10 1.00 3262 1374 77 23 FALSE 1.34
non-small cell lung cancer RAS_12-61 CSF1R Any deletion 1560 73 -1.17 -1.95 -0.48 1051.88 1.00 3616 1551 64 9 TRUE 2.88
colorectal cancer RAS_12-61 PARK2 Any deletion 1737 103 0.11 -0.26 0.50 1430.74 1.00 2236 1689 55 48 FALSE 0.25
cancer of unknown primary RAS_12-61 PARK2 Any deletion 306 92 -0.57 -1.18 0.00 1484.57 1.00 1021 294 80 12 FALSE 1.27
non-small cell lung cancer RAS_12-61 PARK2 Any deletion 1938 279 0.06 -0.20 0.30 1374.79 1.00 4283 1850 191 88 FALSE 0.18
pancreatic cancer RAS_12-61 PARK2 Any deletion 1580 96 -0.07 -0.50 0.38 1333.54 1.00 483 1509 25 71 FALSE 0.13
melanoma RAS_12-61 PARK2 Any deletion 416 149 0.48 0.13 0.85 1485.41 1.00 1020 361 94 55 FALSE 2.05
ovarian cancer RAS_12-61 PARK2 Any deletion 184 173 -0.40 -0.97 0.13 1511.15 1.00 1248 170 159 14 FALSE 0.84
hepatobiliary cancer RAS_12-61 PARK2 Any deletion 133 52 0.61 -0.08 1.21 1494.33 1.00 888 121 40 12 FALSE 1.17
bladder cancer RAS_12-61 PARK2 Any deletion 130 61 -0.02 -0.82 0.72 1466.36 1.00 1168 124 55 6 FALSE 0.02
colorectal cancer RAS_12-61 NTRK2 Any deletion 1759 54 -0.85 -1.39 -0.32 1512.58 1.00 2276 1746 41 13 FALSE 2.74
cancer of unknown primary RAS_12-61 NTRK2 Any deletion 307 74 -0.41 -1.01 0.12 1365.60 1.00 1049 295 62 12 FALSE 0.79
non-small cell lung cancer RAS_12-61 NTRK2 Any deletion 1949 186 -0.31 -0.65 0.01 1582.52 1.00 4365 1903 140 46 FALSE 1.22
melanoma RAS_12-61 NTRK2 Any deletion 423 72 0.26 -0.21 0.73 1512.13 1.00 1104 398 47 25 FALSE 0.56
uterine cancer RAS_12-61 NTRK2 Any deletion 318 75 -0.36 -1.00 0.18 1413.13 1.00 1462 308 65 10 FALSE 0.64
ovarian cancer RAS_12-61 NTRK2 Any deletion 188 150 -0.70 -1.32 -0.09 1264.44 1.00 1294 179 141 9 FALSE 1.59
bladder cancer RAS_12-61 NTRK2 Any deletion 130 133 -0.45 -1.11 0.14 1378.66 1.00 1104 121 124 9 FALSE 0.80
cancer of unknown primary RAS_12-61 PTCH1 Any deletion 308 73 -0.39 -0.95 0.14 1375.11 1.00 1049 297 62 11 TRUE 0.77
non-small cell lung cancer RAS_12-61 PTCH1 Any deletion 1949 178 -0.21 -0.53 0.12 1470.79 1.00 4374 1902 131 47 TRUE 0.70
melanoma RAS_12-61 PTCH1 Any deletion 423 77 0.43 -0.01 0.87 1449.43 1.00 1105 393 47 30 TRUE 1.20
uterine cancer RAS_12-61 PTCH1 Any deletion 318 79 -0.35 -0.98 0.20 1412.10 1.00 1458 308 69 10 TRUE 0.61
ovarian cancer RAS_12-61 PTCH1 Any deletion 188 158 -0.36 -0.92 0.15 1398.53 1.00 1290 175 145 13 TRUE 0.73
bladder cancer RAS_12-61 PTCH1 Any deletion 130 149 -0.06 -0.61 0.42 1349.64 1.00 1093 116 135 14 TRUE 0.09
colorectal cancer RAS_12-61 TET1 Any deletion 1253 68 -0.07 -0.52 0.40 1383.22 1.00 1631 1224 39 29 FALSE 0.11
non-small cell lung cancer RAS_12-61 TET1 Any deletion 1346 69 -0.76 -1.40 -0.22 1421.21 1.00 3106 1336 59 10 FALSE 1.95
melanoma RAS_12-61 TET1 Any deletion 312 52 0.07 -0.50 0.62 1701.24 1.00 796 296 36 16 FALSE 0.10
colorectal cancer RAS_12-61 FGFR2 Any deletion 1767 125 0.03 -0.31 0.36 1536.02 1.00 2258 1710 68 57 TRUE 0.05
cancer of unknown primary RAS_12-61 FGFR2 Any deletion 308 63 -0.72 -1.44 -0.07 1457.71 1.00 1055 301 56 7 TRUE 1.38
non-small cell lung cancer RAS_12-61 FGFR2 Any deletion 1975 192 -0.67 -1.03 -0.33 1406.84 1.00 4389 1940 157 35 TRUE 3.61
melanoma RAS_12-61 FGFR2 Any deletion 423 101 0.08 -0.36 0.49 1191.82 1.00 1083 393 71 30 TRUE 0.15
bladder cancer RAS_12-61 FGFR2 Any deletion 130 73 -0.72 -1.56 0.08 1497.54 1.00 1158 127 70 3 TRUE 1.07
non-small cell lung cancer RAS_12-61 HNF1A Any deletion 1965 105 -1.12 -1.69 -0.57 1543.20 1.00 4427 1951 91 14 TRUE 3.89
ovarian cancer RAS_12-61 HNF1A Any deletion 184 69 -1.52 -2.94 -0.41 1474.69 1.00 1339 182 67 2 TRUE 1.74
colorectal cancer RAS_12-61 DICER1 Any deletion 1728 220 -0.21 -0.48 0.06 1486.49 1.00 2142 1645 137 83 TRUE 0.85
cancer of unknown primary RAS_12-61 DICER1 Any deletion 306 60 -0.18 -0.82 0.40 1378.86 1.00 1051 295 49 11 TRUE 0.26
non-small cell lung cancer RAS_12-61 DICER1 Any deletion 1938 98 0.20 -0.23 0.59 1367.27 1.00 4407 1903 63 35 TRUE 0.45
ovarian cancer RAS_12-61 DICER1 Any deletion 184 71 0.46 -0.16 1.04 1370.00 1.00 1348 171 58 13 TRUE 0.89
colorectal cancer RAS_12-61 NTRK3 Any deletion 1759 175 -0.15 -0.45 0.16 1533.27 1.00 2212 1689 105 70 FALSE 0.50
non-small cell lung cancer RAS_12-61 NTRK3 Any deletion 1949 151 -0.29 -0.66 0.06 1560.33 1.00 4392 1911 113 38 FALSE 0.96
uterine cancer RAS_12-61 NTRK3 Any deletion 318 62 -0.64 -1.43 0.02 1392.74 1.00 1471 312 56 6 FALSE 1.12
ovarian cancer RAS_12-61 NTRK3 Any deletion 188 97 -0.66 -1.43 -0.01 1582.27 1.00 1344 182 91 6 FALSE 1.17
non-small cell lung cancer RAS_12-61 PALB2 Any deletion 1949 57 -1.15 -1.99 -0.42 1499.86 1.00 4455 1942 50 7 TRUE 2.40
ovarian cancer RAS_12-61 PALB2 Any deletion 188 74 -0.37 -1.27 0.38 1512.55 1.00 1368 181 67 7 TRUE 0.44
non-small cell lung cancer RAS_12-61 CTCF Any deletion 1396 67 -0.11 -0.64 0.40 1448.71 1.00 3284 1377 48 19 FALSE 0.16
ovarian cancer RAS_12-61 CTCF Any deletion 117 90 -0.46 -1.24 0.25 1493.29 1.00 846 110 83 7 FALSE 0.59
cancer of unknown primary RAS_12-61 CDH1 Any deletion 308 72 -1.69 -2.80 -0.84 1440.69 1.00 1039 306 70 2 TRUE 3.04
non-small cell lung cancer RAS_12-61 CDH1 Any deletion 1974 155 -0.22 -0.57 0.11 1436.89 1.00 4426 1932 113 42 TRUE 0.68
melanoma RAS_12-61 CDH1 Any deletion 423 64 0.19 -0.33 0.71 1525.24 1.00 1107 401 42 22 TRUE 0.32
uterine cancer RAS_12-61 CDH1 Any deletion 318 115 -1.02 -1.75 -0.41 1417.84 1.00 1419 310 107 8 TRUE 2.63
ovarian cancer RAS_12-61 CDH1 Any deletion 188 217 -0.88 -1.51 -0.36 1508.91 1.00 1230 176 205 12 TRUE 2.68
ovarian cancer RAS_12-61 CDK12 Any deletion 117 62 -1.10 -2.48 -0.04 1046.65 1.00 870 114 59 3 FALSE 1.10
colorectal cancer RAS_12-61 STK11 Any deletion 1767 98 -0.47 -0.90 -0.07 1314.97 1.00 2260 1735 66 32 TRUE 1.54
cancer of unknown primary RAS_12-61 STK11 Any deletion 308 77 0.38 -0.13 0.82 1553.87 1.00 1057 285 54 23 TRUE 0.89
non-small cell lung cancer RAS_12-61 STK11 Any deletion 1975 344 0.02 -0.21 0.24 1427.14 1.00 4308 1869 238 106 TRUE 0.06
pancreatic cancer RAS_12-61 STK11 Any deletion 1591 53 0.09 -0.50 0.72 1456.15 1.00 502 1549 11 42 TRUE 0.12
uterine cancer RAS_12-61 STK11 Any deletion 318 124 -0.68 -1.26 -0.11 1460.58 1.00 1415 306 112 12 TRUE 1.73
ovarian cancer RAS_12-61 STK11 Any deletion 188 291 -0.90 -1.43 -0.40 1654.90 1.00 1160 172 275 16 TRUE 3.30
non-small cell lung cancer RAS_12-61 BRD4 Any deletion 1938 262 0.25 -0.01 0.51 1413.69 1.00 4301 1845 169 93 FALSE 1.27
colorectal cancer RAS_12-61 EP300 Any deletion 1758 236 0.42 0.16 0.67 1396.36 1.00 2206 1632 110 126 TRUE 2.76
cancer of unknown primary RAS_12-61 EP300 Any deletion 307 66 -0.19 -0.78 0.37 1616.22 1.00 1056 294 53 13 TRUE 0.29
non-small cell lung cancer RAS_12-61 EP300 Any deletion 1948 143 0.05 -0.29 0.40 1571.59 1.00 4401 1902 97 46 TRUE 0.11
pancreatic cancer RAS_12-61 EP300 Any deletion 1586 63 -0.58 -1.07 -0.09 1397.99 1.00 489 1546 23 40 TRUE 1.70
uterine cancer RAS_12-61 EP300 Any deletion 318 100 -0.99 -1.78 -0.31 1448.91 1.00 1433 311 93 7 TRUE 2.13
ovarian cancer RAS_12-61 EP300 Any deletion 188 228 -0.85 -1.43 -0.34 1574.20 1.00 1220 175 215 13 TRUE 2.60
bladder cancer RAS_12-61 EP300 Any deletion 130 61 -0.50 -1.50 0.32 1419.73 1.00 1168 126 57 4 TRUE 0.56
colorectal cancer RAS_12-61 ERCC2 Any deletion 1759 52 -0.10 -0.65 0.40 1151.89 1.00 2287 1737 30 22 TRUE 0.15
non-small cell lung cancer RAS_12-61 ERCC2 Any deletion 1949 142 -0.49 -0.90 -0.09 1513.04 1.00 4393 1919 112 30 TRUE 1.70
ovarian cancer RAS_12-61 ERCC2 Any deletion 188 105 -0.06 -0.71 0.51 1382.42 1.00 1342 176 93 12 TRUE 0.07
non-small cell lung cancer RAS_12-61 ERBB4 Any deletion 1975 66 -0.95 -1.67 -0.32 1715.12 1.00 4490 1965 56 10 TRUE 2.33
bladder cancer RAS_12-61 ERBB4 Any deletion 130 70 -1.00 -2.30 -0.02 1553.27 1.00 1161 127 67 3 TRUE 1.10
cancer of unknown primary RAS_12-61 GNAQ Any deletion 307 71 -0.41 -0.99 0.14 1334.03 1.00 1051 296 60 11 TRUE 0.79
non-small cell lung cancer RAS_12-61 GNAQ Any deletion 1975 195 -0.31 -0.65 0.01 1602.03 1.00 4399 1927 147 48 TRUE 1.20
melanoma RAS_12-61 GNAQ Any deletion 423 79 0.37 -0.09 0.79 1520.69 1.00 1105 393 49 30 TRUE 1.00
uterine cancer RAS_12-61 GNAQ Any deletion 318 74 -0.31 -0.90 0.27 1499.37 1.00 1461 308 64 10 TRUE 0.54
ovarian cancer RAS_12-61 GNAQ Any deletion 188 147 -0.53 -1.09 0.00 1329.45 1.00 1298 178 137 10 TRUE 1.19
bladder cancer RAS_12-61 GNAQ Any deletion 130 130 -0.28 -0.89 0.29 1531.32 1.00 1108 120 120 10 TRUE 0.45
cancer of unknown primary RAS_12-61 ERCC5 Any deletion 294 77 -0.60 -1.19 -0.04 1584.10 1.00 995 283 66 11 TRUE 1.43
non-small cell lung cancer RAS_12-61 ERCC5 Any deletion 1898 289 -0.34 -0.62 -0.09 1576.79 1.00 4113 1827 218 71 TRUE 1.96
uterine cancer RAS_12-61 ERCC5 Any deletion 312 54 -0.98 -1.88 -0.28 1384.75 1.00 1434 309 51 3 TRUE 1.86
ovarian cancer RAS_12-61 ERCC5 Any deletion 175 133 -0.73 -1.37 -0.14 1429.99 1.00 1228 167 125 8 TRUE 1.67
colorectal cancer RAS_12-61 BRCA1 Any deletion 1759 95 0.68 0.27 1.10 1448.32 1.00 2280 1701 37 58 TRUE 2.93
uterine cancer RAS_12-61 BRCA1 Any deletion 318 69 -0.64 -1.43 0.07 1584.47 1.00 1465 311 62 7 TRUE 1.03
ovarian cancer RAS_12-61 BRCA1 Any deletion 188 163 -1.23 -2.08 -0.50 1417.70 1.00 1278 182 157 6 TRUE 2.62
colorectal cancer RAS_12-61 TSC1 Any deletion 1759 54 -0.67 -1.22 -0.13 1521.74 1.00 2278 1744 39 15 TRUE 1.83
cancer of unknown primary RAS_12-61 TSC1 Any deletion 308 64 -0.41 -1.03 0.16 1536.80 1.00 1057 298 54 10 TRUE 0.74
non-small cell lung cancer RAS_12-61 TSC1 Any deletion 1949 149 -0.22 -0.60 0.13 1616.09 1.00 4395 1910 110 39 TRUE 0.64
melanoma RAS_12-61 TSC1 Any deletion 423 71 0.70 0.27 1.18 1240.52 1.00 1113 391 39 32 TRUE 2.65
uterine cancer RAS_12-61 TSC1 Any deletion 318 82 -0.52 -1.11 0.08 1534.51 1.00 1454 309 73 9 TRUE 0.98
ovarian cancer RAS_12-61 TSC1 Any deletion 188 170 -0.48 -1.02 0.04 1530.29 1.00 1278 175 157 13 TRUE 1.10
bladder cancer RAS_12-61 TSC1 Any deletion 130 124 -0.17 -0.81 0.42 1543.72 1.00 1115 119 113 11 TRUE 0.22
colorectal cancer RAS_12-61 FLCN Any deletion 1728 589 0.05 -0.12 0.23 1269.64 1.00 1950 1468 329 260 TRUE 0.26
cancer of unknown primary RAS_12-61 FLCN Any deletion 306 113 0.21 -0.26 0.64 1455.26 1.00 1018 277 84 29 TRUE 0.47
non-small cell lung cancer RAS_12-61 FLCN Any deletion 1938 373 -0.34 -0.59 -0.10 1258.13 1.00 4186 1849 284 89 TRUE 2.15
pancreatic cancer RAS_12-61 FLCN Any deletion 1580 121 0.92 0.39 1.48 1502.18 1.00 496 1471 12 109 TRUE 3.13
melanoma RAS_12-61 FLCN Any deletion 416 74 0.77 0.31 1.20 1537.55 1.00 1074 382 40 34 TRUE 3.04
uterine cancer RAS_12-61 FLCN Any deletion 317 92 -0.73 -1.43 -0.10 1412.37 1.00 1430 309 84 8 TRUE 1.49
ovarian cancer RAS_12-61 FLCN Any deletion 184 258 -0.48 -0.94 -0.07 1449.82 1.00 1168 164 238 20 TRUE 1.50
hepatobiliary cancer RAS_12-61 FLCN Any deletion 133 51 0.03 -0.78 0.73 1516.47 1.00 883 126 44 7 TRUE 0.02
bladder cancer RAS_12-61 FLCN Any deletion 130 127 -0.14 -0.76 0.43 1430.36 1.00 1107 119 116 11 TRUE 0.19
colorectal cancer RAS_12-61 NF1 Any deletion 1759 105 0.70 0.30 1.09 1450.63 1.00 2277 1694 40 65 TRUE 3.32
non-small cell lung cancer RAS_12-61 NF1 Any deletion 1949 61 -0.95 -1.69 -0.29 1450.41 1.00 4453 1940 52 9 TRUE 2.18
melanoma RAS_12-61 NF1 Any deletion 423 78 -0.48 -1.05 0.03 1603.73 1.00 1089 408 63 15 TRUE 1.05
uterine cancer RAS_12-61 NF1 Any deletion 318 70 -0.69 -1.43 0.01 1341.51 1.00 1464 311 63 7 TRUE 1.18
ovarian cancer RAS_12-61 NF1 Any deletion 188 216 -1.66 -2.54 -0.97 1522.75 1.00 1224 183 211 5 TRUE 4.42
cancer of unknown primary RAS_12-61 FLT1 Any deletion 307 92 -0.70 -1.23 -0.19 1498.54 1.00 1029 295 80 12 FALSE 2.00
non-small cell lung cancer RAS_12-61 FLT1 Any deletion 1948 345 -0.40 -0.66 -0.16 1613.11 1.00 4234 1867 264 81 FALSE 2.77
uterine cancer RAS_12-61 FLT1 Any deletion 318 66 -1.13 -2.01 -0.44 1340.98 1.00 1463 315 63 3 FALSE 2.37
ovarian cancer RAS_12-61 FLT1 Any deletion 188 158 -0.83 -1.44 -0.27 1405.89 1.00 1286 179 149 9 FALSE 2.23
colorectal cancer RAS_12-61 RASA1 Any deletion 1253 150 -0.71 -1.06 -0.36 1447.03 1.00 1562 1211 108 42 FALSE 4.00
cancer of unknown primary RAS_12-61 RASA1 Any deletion 228 68 -1.24 -2.09 -0.49 1580.28 1.00 784 223 63 5 FALSE 2.73
non-small cell lung cancer RAS_12-61 RASA1 Any deletion 1346 123 -0.66 -1.09 -0.23 1401.93 1.00 3066 1322 99 24 FALSE 2.42
ovarian cancer RAS_12-61 RASA1 Any deletion 104 74 -1.60 -2.93 -0.60 1361.58 1.00 774 103 73 1 FALSE 2.15
non-small cell lung cancer RAS_12-61 IDH1 Any deletion 1975 51 -1.44 -2.41 -0.58 1471.96 1.00 4500 1970 46 5 TRUE 2.66
bladder cancer RAS_12-61 IDH1 Any deletion 130 62 -0.95 -2.28 0.17 1314.46 1.00 1169 127 59 3 TRUE 0.92
colorectal cancer RAS_12-61 EPHA5 Any deletion 1464 119 -0.21 -0.57 0.15 1515.20 1.00 1851 1418 73 46 FALSE 0.58
non-small cell lung cancer RAS_12-61 EPHA5 Any deletion 1681 67 -0.29 -0.90 0.24 1391.88 1.00 3938 1664 50 17 FALSE 0.52
ovarian cancer RAS_12-61 EPHA5 Any deletion 159 84 -1.19 -2.29 -0.30 1466.12 1.00 1138 156 81 3 FALSE 1.68
colorectal cancer RAS_12-61 MLH1 Any deletion 1767 89 0.23 -0.19 0.66 1384.14 1.00 2282 1722 44 45 TRUE 0.54
cancer of unknown primary RAS_12-61 MLH1 Any deletion 308 119 -0.23 -0.71 0.24 1436.27 1.00 1014 286 97 22 TRUE 0.47
non-small cell lung cancer RAS_12-61 MLH1 Any deletion 1975 330 -0.31 -0.56 -0.06 1488.67 1.00 4297 1894 249 81 TRUE 1.84
pancreatic cancer RAS_12-61 MLH1 Any deletion 1591 68 -0.69 -1.17 -0.20 1282.27 1.00 486 1550 27 41 TRUE 2.31
ovarian cancer RAS_12-61 MLH1 Any deletion 188 70 -0.96 -2.03 -0.10 1412.52 1.00 1368 185 67 3 TRUE 1.29
colorectal cancer RAS_12-61 ROS1 Any deletion 1759 73 0.10 -0.37 0.55 1537.34 1.00 2278 1725 39 34 TRUE 0.18
cancer of unknown primary RAS_12-61 ROS1 Any deletion 307 72 0.10 -0.44 0.61 1524.20 1.00 1056 290 55 17 TRUE 0.15
non-small cell lung cancer RAS_12-61 ROS1 Any deletion 1949 259 0.17 -0.10 0.42 1387.35 1.00 4334 1861 171 88 TRUE 0.69
pancreatic cancer RAS_12-61 ROS1 Any deletion 1591 87 -0.02 -0.47 0.45 1461.86 1.00 491 1526 22 65 TRUE 0.03
melanoma RAS_12-61 ROS1 Any deletion 423 130 0.59 0.22 0.95 1511.18 1.00 1070 372 79 51 TRUE 2.95
ovarian cancer RAS_12-61 ROS1 Any deletion 188 125 -0.22 -0.83 0.33 1563.59 1.00 1322 176 113 12 TRUE 0.34
bladder cancer RAS_12-61 ROS1 Any deletion 130 60 0.01 -0.79 0.73 1408.18 1.00 1174 124 54 6 TRUE 0.01
cancer of unknown primary RAS_12-61 FLT3 Any deletion 308 92 -0.68 -1.27 -0.14 1552.55 1.00 1031 296 80 12 TRUE 1.77
non-small cell lung cancer RAS_12-61 FLT3 Any deletion 1975 353 -0.40 -0.64 -0.15 1274.24 1.00 4276 1892 270 83 TRUE 2.81
uterine cancer RAS_12-61 FLT3 Any deletion 318 64 -0.99 -1.74 -0.30 1484.42 1.00 1467 314 60 4 TRUE 2.15
ovarian cancer RAS_12-61 FLT3 Any deletion 188 161 -0.82 -1.45 -0.31 1421.98 1.00 1283 179 152 9 TRUE 2.24
cancer of unknown primary RAS_12-61 DIS3 Any deletion 306 92 -0.66 -1.23 -0.13 1521.97 1.00 1029 294 80 12 FALSE 1.70
non-small cell lung cancer RAS_12-61 DIS3 Any deletion 1948 309 -0.32 -0.58 -0.07 1450.17 1.00 4266 1871 232 77 FALSE 1.84
uterine cancer RAS_12-61 DIS3 Any deletion 318 65 -0.97 -1.76 -0.30 1400.84 1.00 1463 314 61 4 FALSE 2.05
ovarian cancer RAS_12-61 DIS3 Any deletion 188 146 -0.83 -1.49 -0.26 1559.27 1.00 1297 180 138 8 FALSE 2.10
colorectal cancer RAS_12-61 AXL Any deletion 1759 51 -0.37 -0.94 0.15 1439.44 1.00 2284 1741 33 18 FALSE 0.74
non-small cell lung cancer RAS_12-61 AXL Any deletion 1949 120 -0.46 -0.88 -0.04 1592.33 1.00 4411 1923 94 26 FALSE 1.49
ovarian cancer RAS_12-61 AXL Any deletion 188 97 -0.21 -0.87 0.38 1400.42 1.00 1348 178 87 10 FALSE 0.28
colorectal cancer RAS_12-61 MAP2K4 Any deletion 1759 602 0.09 -0.08 0.28 1567.31 1.00 1986 1488 331 271 TRUE 0.52
cancer of unknown primary RAS_12-61 MAP2K4 Any deletion 306 128 0.19 -0.22 0.58 1735.08 1.00 1015 274 96 32 TRUE 0.43
non-small cell lung cancer RAS_12-61 MAP2K4 Any deletion 1949 404 -0.23 -0.46 -0.01 1329.95 1.00 4205 1845 300 104 TRUE 1.37
pancreatic cancer RAS_12-61 MAP2K4 Any deletion 1591 153 0.94 0.46 1.43 1478.69 1.00 497 1454 16 137 TRUE 3.78
melanoma RAS_12-61 MAP2K4 Any deletion 423 77 0.68 0.22 1.14 1563.96 1.00 1107 390 44 33 TRUE 2.50
uterine cancer RAS_12-61 MAP2K4 Any deletion 318 95 -0.73 -1.44 -0.13 1520.84 1.00 1438 310 87 8 TRUE 1.56
ovarian cancer RAS_12-61 MAP2K4 Any deletion 188 256 -0.53 -1.01 -0.08 1511.45 1.00 1198 169 237 19 TRUE 1.52
hepatobiliary cancer RAS_12-61 MAP2K4 Any deletion 135 59 0.28 -0.39 0.92 1509.45 1.00 892 125 49 10 TRUE 0.38
bladder cancer RAS_12-61 MAP2K4 Any deletion 130 118 -0.06 -0.67 0.51 1491.02 1.00 1121 119 107 11 TRUE 0.07
colorectal cancer RAS_12-61 ARID1B Any deletion 1737 62 0.27 -0.19 0.77 1501.09 1.00 2261 1705 30 32 TRUE 0.58
cancer of unknown primary RAS_12-61 ARID1B Any deletion 307 88 -0.54 -1.12 0.02 1577.28 1.00 1025 295 76 12 TRUE 1.18
non-small cell lung cancer RAS_12-61 ARID1B Any deletion 1938 275 0.07 -0.20 0.31 1422.15 1.00 4286 1851 188 87 TRUE 0.22
pancreatic cancer RAS_12-61 ARID1B Any deletion 1580 95 0.02 -0.40 0.50 1388.54 1.00 485 1508 23 72 TRUE 0.04
melanoma RAS_12-61 ARID1B Any deletion 416 144 0.54 0.20 0.90 1468.40 1.00 1025 361 89 55 TRUE 2.55
ovarian cancer RAS_12-61 ARID1B Any deletion 184 172 -0.47 -1.03 0.03 1526.28 1.00 1248 171 159 13 TRUE 1.06
hepatobiliary cancer RAS_12-61 ARID1B Any deletion 133 63 0.54 -0.07 1.14 1417.13 1.00 878 120 50 13 TRUE 1.10
bladder cancer RAS_12-61 ARID1B Any deletion 130 60 -0.02 -0.86 0.75 1677.69 1.00 1169 124 54 6 TRUE 0.01
colorectal cancer RAS_12-61 GNA11 Any deletion 1767 94 -0.56 -0.99 -0.14 1569.55 1.00 2261 1738 65 29 TRUE 1.97
cancer of unknown primary RAS_12-61 GNA11 Any deletion 307 66 0.24 -0.33 0.76 1486.12 1.00 1063 289 48 18 TRUE 0.41
non-small cell lung cancer RAS_12-61 GNA11 Any deletion 1975 311 -0.01 -0.26 0.22 1571.77 1.00 4329 1881 217 94 TRUE 0.03
pancreatic cancer RAS_12-61 GNA11 Any deletion 1591 51 0.15 -0.45 0.82 1482.72 1.00 503 1550 10 41 TRUE 0.20
uterine cancer RAS_12-61 GNA11 Any deletion 318 115 -0.61 -1.25 -0.06 1404.12 1.00 1422 306 103 12 TRUE 1.38
ovarian cancer RAS_12-61 GNA11 Any deletion 188 272 -0.89 -1.45 -0.39 1482.65 1.00 1178 173 257 15 TRUE 3.14
colorectal cancer RAS_12-61 ERG Any deletion 1693 106 -0.44 -0.85 -0.01 1589.88 1.00 2146 1658 71 35 FALSE 1.48
non-small cell lung cancer RAS_12-61 ERG Any deletion 1800 79 -0.06 -0.56 0.39 1458.44 1.00 4087 1776 55 24 FALSE 0.09
pancreatic cancer RAS_12-61 ERG Any deletion 1565 51 -0.42 -0.98 0.16 1494.12 1.00 476 1531 17 34 FALSE 0.85
colorectal cancer RAS_12-61 NKX2-1 Any deletion 1758 219 -0.31 -0.60 -0.04 1358.71 1.00 2176 1679 140 79 TRUE 1.53
cancer of unknown primary RAS_12-61 NKX2-1 Any deletion 308 52 -0.47 -1.19 0.23 1609.80 1.00 1065 300 44 8 TRUE 0.69
non-small cell lung cancer RAS_12-61 NKX2-1 Any deletion 1948 54 -1.00 -1.73 -0.32 1517.18 1.00 4451 1941 47 7 TRUE 2.33
ovarian cancer RAS_12-61 NKX2-1 Any deletion 188 108 0.12 -0.46 0.63 1462.36 1.00 1342 173 93 15 TRUE 0.18
cancer of unknown primary RAS_12-61 WT1 Any deletion 308 54 -0.52 -1.28 0.18 1575.16 1.00 1063 300 46 8 TRUE 0.80
non-small cell lung cancer RAS_12-61 WT1 Any deletion 1948 88 -0.50 -1.02 -0.05 1586.48 1.00 4429 1929 69 19 TRUE 1.36
bladder cancer RAS_12-61 WT1 Any deletion 130 90 -0.49 -1.29 0.23 1577.68 1.00 1141 124 84 6 TRUE 0.66
non-small cell lung cancer RAS_12-61 MET Any deletion 1975 62 -1.01 -1.82 -0.35 1272.86 1.00 4493 1966 53 9 TRUE 2.13
colorectal cancer RAS_12-61 MEN1 Any deletion 1758 87 0.45 0.03 0.87 1566.08 1.00 2277 1710 39 48 TRUE 1.40
non-small cell lung cancer RAS_12-61 MEN1 Any deletion 1948 70 -1.11 -1.84 -0.45 1539.00 1.00 4437 1939 61 9 TRUE 2.73
pancreatic cancer RAS_12-61 MEN1 Any deletion 1586 54 -2.38 -3.05 -1.75 1360.41 1.00 470 1574 42 12 TRUE 12.22
non-small cell lung cancer RAS_12-61 BRAF Any deletion 1975 65 -1.20 -2.01 -0.51 1668.23 1.00 4489 1967 57 8 TRUE 2.62
colorectal cancer RAS_12-61 B2M Any deletion 1590 210 -0.27 -0.56 0.00 1187.35 1.00 2012 1513 133 77 FALSE 1.26
cancer of unknown primary RAS_12-61 B2M Any deletion 294 56 -0.72 -1.39 -0.09 1390.10 1.00 1013 288 50 6 FALSE 1.50
non-small cell lung cancer RAS_12-61 B2M Any deletion 1898 215 -0.23 -0.54 0.06 1647.75 1.00 4173 1841 158 57 FALSE 0.88
melanoma RAS_12-61 B2M Any deletion 374 70 0.03 -0.46 0.53 1345.58 1.00 932 352 48 22 FALSE 0.05
uterine cancer RAS_12-61 B2M Any deletion 312 82 -0.62 -1.29 -0.04 1569.82 1.00 1416 304 74 8 FALSE 1.32
ovarian cancer RAS_12-61 B2M Any deletion 175 135 -0.85 -1.57 -0.26 1508.62 1.00 1224 169 129 6 FALSE 1.96
colorectal cancer RAS_12-61 TET2 Any deletion 1758 261 -0.16 -0.40 0.09 1378.74 1.00 2159 1654 157 104 TRUE 0.69
cancer of unknown primary RAS_12-61 TET2 Any deletion 307 85 -0.55 -1.18 0.01 1406.67 1.00 1036 295 73 12 TRUE 1.15
non-small cell lung cancer RAS_12-61 TET2 Any deletion 1948 142 -0.70 -1.11 -0.30 1567.84 1.00 4381 1923 117 25 TRUE 3.21
melanoma RAS_12-61 TET2 Any deletion 423 58 0.03 -0.50 0.57 1266.04 1.00 1107 405 40 18 TRUE 0.03
uterine cancer RAS_12-61 TET2 Any deletion 318 71 -0.43 -1.07 0.17 1335.13 1.00 1462 309 62 9 TRUE 0.75
ovarian cancer RAS_12-61 TET2 Any deletion 188 205 -0.90 -1.52 -0.37 1446.44 1.00 1240 178 195 10 TRUE 2.84
colorectal cancer RAS_12-61 PDGFRB Any deletion 1759 114 -0.66 -1.04 -0.28 1451.92 1.00 2236 1726 81 33 TRUE 3.03
cancer of unknown primary RAS_12-61 PDGFRB Any deletion 307 59 -0.76 -1.51 -0.08 1506.26 1.00 1059 300 52 7 TRUE 1.42
non-small cell lung cancer RAS_12-61 PDGFRB Any deletion 1949 176 -0.81 -1.22 -0.42 1400.46 1.00 4358 1920 147 29 TRUE 4.08
ovarian cancer RAS_12-61 PDGFRB Any deletion 188 86 -1.07 -2.00 -0.30 1318.47 1.00 1352 185 83 3 TRUE 1.94
bladder cancer RAS_12-61 PDGFRB Any deletion 130 86 -0.18 -0.93 0.50 1527.58 1.00 1151 121 77 9 TRUE 0.20
ovarian cancer RAS_12-61 CARD11 Any deletion 188 103 -3.11 -5.93 -1.31 1038.91 1.00 1333 187 102 1 FALSE 2.10
non-small cell lung cancer RAS_12-61 DNMT3A Any deletion 1948 53 -0.82 -1.64 -0.14 1365.80 1.00 4454 1939 44 9 TRUE 1.57
colorectal cancer RAS_12-61 MAX Any deletion 1254 110 -0.29 -0.68 0.10 1359.40 1.00 1601 1214 70 40 FALSE 0.79
colorectal cancer RAS_12-61 SOX9 Any deletion 1728 95 0.58 0.18 1.00 1404.21 1.00 2239 1673 40 55 FALSE 2.33
ovarian cancer RAS_12-61 SOX9 Any deletion 184 72 -0.36 -1.28 0.38 1474.78 1.00 1340 178 66 6 FALSE 0.40
colorectal cancer RAS_12-61 CBL Any deletion 1759 99 0.33 -0.03 0.70 1455.88 1.00 2271 1706 46 53 TRUE 1.02
cancer of unknown primary RAS_12-61 CBL Any deletion 308 99 -0.78 -1.37 -0.24 1455.60 1.00 1022 298 89 10 TRUE 2.16
non-small cell lung cancer RAS_12-61 CBL Any deletion 1949 133 -0.32 -0.70 0.05 1317.77 1.00 4404 1917 101 32 TRUE 1.04
melanoma RAS_12-61 CBL Any deletion 423 109 0.43 0.04 0.84 1583.40 1.00 1083 383 69 40 TRUE 1.49
uterine cancer RAS_12-61 CBL Any deletion 318 69 -0.54 -1.26 0.10 1402.98 1.00 1465 311 62 7 TRUE 0.93
ovarian cancer RAS_12-61 CBL Any deletion 188 79 0.01 -0.64 0.64 1421.33 1.00 1366 178 69 10 TRUE 0.01
bladder cancer RAS_12-61 CBL Any deletion 130 70 -0.47 -1.29 0.26 1398.35 1.00 1162 126 66 4 TRUE 0.63
ovarian cancer RAS_12-61 ETV1 Any deletion 188 101 -3.00 -5.81 -1.20 646.94 1.00 1335 187 100 1 TRUE 2.03
colorectal cancer RAS_12-61 JAK2 Any deletion 1767 89 -0.36 -0.80 0.06 1403.38 1.00 2268 1736 58 31 TRUE 1.05
cancer of unknown primary RAS_12-61 JAK2 Any deletion 308 119 0.13 -0.32 0.59 1456.04 1.00 1021 279 90 29 TRUE 0.25
non-small cell lung cancer RAS_12-61 JAK2 Any deletion 1975 355 -0.34 -0.62 -0.09 1525.96 1.00 4275 1891 271 84 TRUE 2.03
pancreatic cancer RAS_12-61 JAK2 Any deletion 1591 106 0.24 -0.19 0.70 1556.92 1.00 492 1506 21 85 TRUE 0.53
melanoma RAS_12-61 JAK2 Any deletion 423 157 0.50 0.15 0.83 1455.39 1.00 1055 365 99 58 TRUE 2.31
uterine cancer RAS_12-61 JAK2 Any deletion 318 62 -0.33 -1.04 0.30 1407.92 1.00 1473 310 54 8 TRUE 0.47
ovarian cancer RAS_12-61 JAK2 Any deletion 188 123 -0.04 -0.59 0.46 1574.65 1.00 1326 174 109 14 TRUE 0.06
bladder cancer RAS_12-61 JAK2 Any deletion 130 119 0.02 -0.65 0.59 1581.43 1.00 1121 118 107 12 TRUE 0.02
colorectal cancer RAS_12-61 SMAD2 Any deletion 1758 776 0.10 -0.06 0.26 1284.19 1.00 1890 1408 426 350 TRUE 0.66
cancer of unknown primary RAS_12-61 SMAD2 Any deletion 307 117 -0.04 -0.52 0.40 1400.62 1.00 1017 282 92 25 TRUE 0.06
non-small cell lung cancer RAS_12-61 SMAD2 Any deletion 1948 363 -0.35 -0.62 -0.11 1442.33 1.00 4221 1862 277 86 TRUE 2.16
pancreatic cancer RAS_12-61 SMAD2 Any deletion 1586 174 0.37 0.03 0.76 1320.97 1.00 480 1444 32 142 TRUE 1.28
uterine cancer RAS_12-61 SMAD2 Any deletion 318 58 -0.18 -0.89 0.46 1412.55 1.00 1477 309 49 9 TRUE 0.22
ovarian cancer RAS_12-61 SMAD2 Any deletion 188 164 -0.45 -1.03 0.06 1536.37 1.00 1284 175 151 13 TRUE 1.00
bladder cancer RAS_12-61 SMAD2 Any deletion 130 71 -0.21 -1.03 0.50 1508.30 1.00 1160 124 65 6 TRUE 0.23
colorectal cancer RAS_12-61 FGFR1 Any deletion 1767 321 0.05 -0.19 0.28 1563.73 1.00 2147 1625 179 142 TRUE 0.18
cancer of unknown primary RAS_12-61 FGFR1 Any deletion 308 85 0.21 -0.33 0.70 1501.71 1.00 1048 286 63 22 TRUE 0.38
non-small cell lung cancer RAS_12-61 FGFR1 Any deletion 1975 363 -0.13 -0.35 0.10 1455.19 1.00 4284 1874 262 101 TRUE 0.55
pancreatic cancer RAS_12-61 FGFR1 Any deletion 1591 70 0.39 -0.13 0.98 1301.86 1.00 502 1532 11 59 TRUE 0.77
melanoma RAS_12-61 FGFR1 Any deletion 423 83 0.45 0.02 0.88 1578.91 1.00 1102 392 52 31 TRUE 1.39
uterine cancer RAS_12-61 FGFR1 Any deletion 318 76 -0.64 -1.37 0.02 1497.00 1.00 1458 311 69 7 TRUE 1.16
ovarian cancer RAS_12-61 FGFR1 Any deletion 188 143 -0.54 -1.19 0.05 1574.17 1.00 1302 178 133 10 TRUE 1.10
bladder cancer RAS_12-61 FGFR1 Any deletion 130 97 0.03 -0.67 0.68 1650.73 1.00 1141 120 87 10 TRUE 0.04
colorectal cancer RAS_12-61 MITF Any deletion 1758 74 0.06 -0.38 0.50 1466.03 1.00 2276 1724 40 34 FALSE 0.11
cancer of unknown primary RAS_12-61 MITF Any deletion 307 136 -0.51 -1.00 -0.04 1190.11 1.00 993 287 116 20 FALSE 1.42
non-small cell lung cancer RAS_12-61 MITF Any deletion 1948 311 -0.36 -0.64 -0.10 1372.38 1.00 4260 1875 238 73 FALSE 2.11
pancreatic cancer RAS_12-61 MITF Any deletion 1586 70 -0.64 -1.12 -0.15 1637.83 1.00 485 1543 27 43 FALSE 2.13
ovarian cancer RAS_12-61 MITF Any deletion 188 70 -0.74 -1.68 0.03 1472.88 1.00 1369 184 66 4 FALSE 0.99
hepatobiliary cancer RAS_12-61 MITF Any deletion 135 53 0.45 -0.25 1.08 1424.38 1.00 898 124 42 11 FALSE 0.74
colorectal cancer RAS_12-61 SH2B3 Any deletion 1673 61 -0.34 -0.87 0.17 1573.39 1.00 2154 1650 38 23 FALSE 0.66
non-small cell lung cancer RAS_12-61 SH2B3 Any deletion 1864 103 -0.92 -1.46 -0.43 1346.11 1.00 4119 1848 87 16 FALSE 3.18
ovarian cancer RAS_12-61 SH2B3 Any deletion 176 70 -1.73 -3.40 -0.56 1536.01 1.00 1285 175 69 1 FALSE 1.80
non-small cell lung cancer RAS_12-61 GLI1 Any deletion 1854 55 -1.59 -2.66 -0.70 1534.27 1.00 4128 1849 50 5 FALSE 2.89
colorectal cancer RAS_12-61 MGA Any deletion 1168 120 -0.28 -0.66 0.10 1427.06 1.00 1470 1124 76 44 FALSE 0.85
non-small cell lung cancer RAS_12-61 MGA Any deletion 1262 118 0.00 -0.39 0.37 1563.87 1.00 2792 1225 81 37 FALSE 0.01
ovarian cancer RAS_12-61 MGA Any deletion 92 66 -0.60 -1.58 0.23 1554.52 1.00 704 88 62 4 FALSE 0.75
colorectal cancer RAS_12-61 TCF3 Any deletion 1505 110 -0.54 -0.94 -0.15 1390.20 1.00 1945 1471 76 34 FALSE 2.04
cancer of unknown primary RAS_12-61 TCF3 Any deletion 288 72 0.41 -0.09 0.88 1377.03 1.00 976 266 50 22 FALSE 0.97
non-small cell lung cancer RAS_12-61 TCF3 Any deletion 1814 337 -0.06 -0.30 0.18 1359.94 1.00 3803 1713 236 101 FALSE 0.20
pancreatic cancer RAS_12-61 TCF3 Any deletion 1514 55 0.07 -0.52 0.72 1494.13 1.00 447 1470 11 44 FALSE 0.08
uterine cancer RAS_12-61 TCF3 Any deletion 299 141 -0.94 -1.57 -0.36 1398.31 1.00 1257 288 130 11 FALSE 2.71
ovarian cancer RAS_12-61 TCF3 Any deletion 163 300 -0.94 -1.45 -0.46 1497.18 1.00 988 147 284 16 FALSE 3.64
colorectal cancer RAS_12-61 TCF7L2 Any deletion 1505 147 0.22 -0.10 0.55 1501.08 1.00 1947 1432 74 73 FALSE 0.75
cancer of unknown primary RAS_12-61 TCF7L2 Any deletion 287 68 -0.81 -1.47 -0.19 1317.86 1.00 963 280 61 7 FALSE 1.85
non-small cell lung cancer RAS_12-61 TCF7L2 Any deletion 1814 177 -0.90 -1.35 -0.52 1511.84 1.00 3889 1787 150 27 FALSE 5.11
melanoma RAS_12-61 TCF7L2 Any deletion 361 93 0.09 -0.35 0.51 1470.22 1.00 864 332 64 29 FALSE 0.16
ovarian cancer RAS_12-61 TCF7L2 Any deletion 163 60 -0.77 -1.67 0.01 1583.08 1.00 1215 160 57 3 FALSE 1.15
bladder cancer RAS_12-61 TCF7L2 Any deletion 119 90 -0.65 -1.46 0.08 1406.03 1.00 977 114 85 5 FALSE 1.02
non-small cell lung cancer RAS_12-61 POLD1 Any deletion 1302 85 -0.64 -1.20 -0.15 697.33 1.00 2943 1286 69 16 TRUE 1.82
non-small cell lung cancer RAS_12-61 EPHA7 Any deletion 1587 174 -0.03 -0.37 0.29 1526.35 1.00 3546 1535 122 52 FALSE 0.06
melanoma RAS_12-61 EPHA7 Any deletion 331 69 0.38 -0.14 0.86 1313.08 1.00 870 306 44 25 FALSE 0.90
ovarian cancer RAS_12-61 EPHA7 Any deletion 143 62 -0.27 -1.11 0.44 1415.22 1.00 1052 138 57 5 FALSE 0.31
ovarian cancer RAS_12-61 SLX4 Any deletion 74 55 -0.05 -0.99 0.82 1247.49 1.00 582 68 49 6 FALSE 0.04
colorectal cancer KRAS_12-61 TP53 Any deletion 1598 616 -0.02 -0.19 0.15 1531.16 1.00 2117 1360 378 238 TRUE 0.07
cancer of unknown primary KRAS_12-61 TP53 Any deletion 278 135 0.16 -0.28 0.57 1511.65 1.00 1036 248 105 30 TRUE 0.34
non-small cell lung cancer KRAS_12-61 TP53 Any deletion 1916 496 -0.21 -0.42 -0.01 1487.27 1.00 4235 1790 370 126 TRUE 1.39
pancreatic cancer KRAS_12-61 TP53 Any deletion 1578 138 1.03 0.55 1.58 1457.59 1.00 513 1453 13 125 TRUE 4.00
uterine cancer KRAS_12-61 TP53 Any deletion 280 134 -0.86 -1.50 -0.27 1204.65 1.00 1440 271 125 9 TRUE 2.14
ovarian cancer KRAS_12-61 TP53 Any deletion 160 227 -0.48 -1.01 0.04 1506.36 1.00 1251 145 212 15 TRUE 1.11
hepatobiliary cancer KRAS_12-61 TP53 Any deletion 111 59 0.06 -0.74 0.76 1568.63 1.00 913 104 52 7 TRUE 0.06
non-small cell lung cancer KRAS_12-61 ATR Any deletion 1359 54 0.03 -0.61 0.64 1278.22 1.00 3339 1343 38 16 FALSE 0.03
colorectal cancer KRAS_12-61 PDGFRA Any deletion 1598 230 -0.20 -0.50 0.07 1271.01 1.00 2345 1518 150 80 TRUE 0.79
cancer of unknown primary KRAS_12-61 PDGFRA Any deletion 278 60 -0.41 -1.09 0.25 1531.40 1.00 1090 269 51 9 TRUE 0.63
non-small cell lung cancer KRAS_12-61 PDGFRA Any deletion 1916 94 -0.59 -1.09 -0.11 1385.06 1.00 4529 1898 76 18 TRUE 1.75
ovarian cancer KRAS_12-61 PDGFRA Any deletion 160 118 -0.73 -1.51 -0.05 1198.15 1.00 1351 154 112 6 TRUE 1.34
colorectal cancer KRAS_12-61 FBXW7 Any deletion 1598 264 -0.28 -0.53 -0.02 1471.51 1.00 2319 1510 176 88 TRUE 1.49
cancer of unknown primary KRAS_12-61 FBXW7 Any deletion 278 92 -0.58 -1.18 -0.01 1160.79 1.00 1061 266 80 12 TRUE 1.28
non-small cell lung cancer KRAS_12-61 FBXW7 Any deletion 1916 145 -0.78 -1.21 -0.35 1484.65 1.00 4484 1892 121 24 TRUE 3.47
uterine cancer KRAS_12-61 FBXW7 Any deletion 280 73 -0.76 -1.54 -0.07 1383.16 1.00 1498 274 67 6 TRUE 1.34
ovarian cancer KRAS_12-61 FBXW7 Any deletion 160 199 -1.22 -1.97 -0.58 1412.98 1.00 1270 154 193 6 TRUE 3.22
colorectal cancer KRAS_12-61 MAP3K1 Any deletion 1589 198 -0.73 -1.04 -0.43 1525.48 1.00 2336 1540 149 49 FALSE 5.32
cancer of unknown primary KRAS_12-61 MAP3K1 Any deletion 277 80 -0.54 -1.15 0.02 1529.76 1.00 1070 265 68 12 FALSE 1.15
non-small cell lung cancer KRAS_12-61 MAP3K1 Any deletion 1891 218 -1.09 -1.48 -0.72 1493.07 1.00 4365 1863 190 28 FALSE 7.60
uterine cancer KRAS_12-61 MAP3K1 Any deletion 280 61 -1.42 -2.48 -0.56 1259.27 1.00 1503 278 59 2 FALSE 2.47
ovarian cancer KRAS_12-61 MAP3K1 Any deletion 160 164 -1.76 -2.81 -0.96 1273.29 1.00 1301 158 162 2 FALSE 3.73
colorectal cancer KRAS_12-61 NSD1 Any deletion 1284 83 -1.18 -1.77 -0.62 1437.66 1.00 1908 1271 70 13 FALSE 4.30
non-small cell lung cancer KRAS_12-61 NSD1 Any deletion 1359 69 -0.51 -1.12 0.07 1517.53 1.00 3315 1344 54 15 FALSE 1.05
colorectal cancer KRAS_12-61 FLT4 Any deletion 1589 149 -0.76 -1.16 -0.41 1478.11 1.00 2371 1554 114 35 TRUE 4.15
cancer of unknown primary KRAS_12-61 FLT4 Any deletion 277 61 -0.96 -1.77 -0.26 1478.19 1.00 1082 272 56 5 TRUE 1.96
non-small cell lung cancer KRAS_12-61 FLT4 Any deletion 1891 162 -0.70 -1.10 -0.31 1512.91 1.00 4422 1862 133 29 TRUE 3.33
ovarian cancer KRAS_12-61 FLT4 Any deletion 160 80 -0.68 -1.50 0.04 1347.30 1.00 1388 155 75 5 TRUE 1.08
non-small cell lung cancer KRAS_12-61 PTPRD Any deletion 1480 202 -0.37 -0.71 -0.02 1362.88 1.00 3494 1435 157 45 FALSE 1.52
ovarian cancer KRAS_12-61 PTPRD Any deletion 110 64 -0.55 -1.59 0.28 1401.94 1.00 956 106 60 4 FALSE 0.61
colorectal cancer KRAS_12-61 RET Any deletion 1598 79 -0.16 -0.60 0.29 1539.07 1.00 2446 1568 49 30 TRUE 0.29
non-small cell lung cancer KRAS_12-61 RET Any deletion 1916 113 -0.81 -1.38 -0.33 1374.21 1.00 4508 1900 97 16 TRUE 2.66
non-small cell lung cancer KRAS_12-61 KDM5A Any deletion 1359 63 0.70 0.20 1.18 1317.90 1.00 3334 1331 35 28 FALSE 2.14
colorectal cancer KRAS_12-61 TSHR Any deletion 1284 116 -0.11 -0.48 0.26 1515.87 1.00 1904 1242 74 42 TRUE 0.24
non-small cell lung cancer KRAS_12-61 TSHR Any deletion 1359 54 0.46 -0.08 1.00 1527.20 1.00 3337 1337 32 22 TRUE 1.03
cancer of unknown primary KRAS_12-61 CREBBP Any deletion 277 51 -0.83 -1.71 -0.03 1448.71 1.00 1095 272 46 5 TRUE 1.31
non-small cell lung cancer KRAS_12-61 CREBBP Any deletion 1891 67 -0.37 -0.95 0.17 1539.21 1.00 4512 1875 51 16 TRUE 0.72
ovarian cancer KRAS_12-61 CREBBP Any deletion 160 116 -0.94 -1.84 -0.18 1546.42 1.00 1352 155 111 5 TRUE 1.57
colorectal cancer KRAS_12-61 BRIP1 Any deletion 1589 103 0.29 -0.12 0.66 1484.65 1.00 2430 1541 55 48 TRUE 0.85
ovarian cancer KRAS_12-61 BRIP1 Any deletion 160 83 -0.21 -1.02 0.50 1155.80 1.00 1387 153 76 7 TRUE 0.22
colorectal cancer KRAS_12-61 SMARCA4 Any deletion 1590 59 -0.37 -0.90 0.16 1457.15 1.00 2445 1572 41 18 FALSE 0.80
cancer of unknown primary KRAS_12-61 SMARCA4 Any deletion 277 63 0.26 -0.26 0.78 1439.95 1.00 1093 261 47 16 FALSE 0.50
non-small cell lung cancer KRAS_12-61 SMARCA4 Any deletion 1891 309 0.17 -0.07 0.41 1554.25 1.00 4356 1789 207 102 FALSE 0.76
uterine cancer KRAS_12-61 SMARCA4 Any deletion 280 55 -0.31 -1.07 0.36 1177.82 1.01 1514 274 49 6 FALSE 0.41
ovarian cancer KRAS_12-61 SMARCA4 Any deletion 160 82 -0.17 -0.85 0.43 1360.79 1.00 1388 153 75 7 FALSE 0.22
colorectal cancer KRAS_12-61 BLM Any deletion 1589 159 -0.21 -0.55 0.11 1423.74 1.00 2381 1534 104 55 TRUE 0.67
non-small cell lung cancer KRAS_12-61 BLM Any deletion 1891 143 -0.32 -0.70 0.05 1475.98 1.00 4446 1857 109 34 TRUE 0.99
uterine cancer KRAS_12-61 BLM Any deletion 280 53 -0.54 -1.34 0.17 1468.33 1.00 1514 275 48 5 TRUE 0.80
ovarian cancer KRAS_12-61 BLM Any deletion 160 72 -0.44 -1.31 0.28 1416.77 1.00 1396 155 67 5 TRUE 0.59
non-small cell lung cancer KRAS_12-61 PIK3CA Any deletion 1916 111 0.34 -0.02 0.72 1185.52 1.00 4535 1875 70 41 TRUE 1.10
colorectal cancer KRAS_12-61 GATA3 Any deletion 1589 82 -0.26 -0.67 0.18 1511.11 1.00 2432 1560 53 29 FALSE 0.62
non-small cell lung cancer KRAS_12-61 GATA3 Any deletion 1891 140 -0.64 -1.05 -0.24 1442.76 1.00 4439 1867 116 24 FALSE 2.66
colorectal cancer KRAS_12-61 ESR1 Any deletion 1590 57 0.40 -0.14 0.86 1381.83 1.00 2458 1561 28 29 TRUE 0.92
cancer of unknown primary KRAS_12-61 ESR1 Any deletion 278 73 -0.41 -1.09 0.19 1424.55 1.00 1078 268 63 10 TRUE 0.67
non-small cell lung cancer KRAS_12-61 ESR1 Any deletion 1891 249 0.15 -0.12 0.41 1729.48 1.00 4395 1810 168 81 TRUE 0.55
pancreatic cancer KRAS_12-61 ESR1 Any deletion 1578 91 -0.10 -0.52 0.37 1369.59 1.00 501 1512 25 66 TRUE 0.17
ovarian cancer KRAS_12-61 ESR1 Any deletion 160 119 -0.44 -1.23 0.20 1266.90 1.00 1352 152 111 8 TRUE 0.67
hepatobiliary cancer KRAS_12-61 ESR1 Any deletion 111 53 0.48 -0.32 1.14 1395.62 1.00 921 102 44 9 TRUE 0.69
colorectal cancer KRAS_12-61 RNF43 Any deletion 1285 53 -0.43 -1.03 0.16 1359.55 1.00 1942 1269 37 16 TRUE 0.80
colorectal cancer KRAS_12-61 U2AF1 Any deletion 1564 127 -0.61 -1.02 -0.23 1377.37 1.00 2351 1531 94 33 FALSE 2.55
non-small cell lung cancer KRAS_12-61 U2AF1 Any deletion 1882 97 -0.07 -0.52 0.36 1446.60 1.00 4465 1854 69 28 FALSE 0.12
pancreatic cancer KRAS_12-61 U2AF1 Any deletion 1572 58 -0.37 -0.88 0.18 1515.82 1.00 503 1533 19 39 FALSE 0.76
ovarian cancer KRAS_12-61 U2AF1 Any deletion 157 57 -0.72 -1.87 0.20 1444.11 1.00 1379 154 54 3 FALSE 0.76
colorectal cancer KRAS_12-61 BAP1 Any deletion 1590 95 0.30 -0.09 0.70 1613.71 1.00 2436 1545 50 45 TRUE 0.83
cancer of unknown primary KRAS_12-61 BAP1 Any deletion 278 138 -0.28 -0.75 0.16 1403.11 1.00 1025 256 116 22 TRUE 0.66
non-small cell lung cancer KRAS_12-61 BAP1 Any deletion 1891 348 -0.33 -0.58 -0.08 1456.81 1.00 4296 1810 267 81 TRUE 1.98
pancreatic cancer KRAS_12-61 BAP1 Any deletion 1578 81 -0.50 -0.94 -0.04 1284.43 1.00 497 1526 29 52 TRUE 1.51
ovarian cancer KRAS_12-61 BAP1 Any deletion 160 87 -1.00 -2.02 -0.10 1538.20 1.00 1379 157 84 3 TRUE 1.37
hepatobiliary cancer KRAS_12-61 BAP1 Any deletion 111 64 0.11 -0.70 0.80 1477.69 1.00 909 103 56 8 TRUE 0.11
colorectal cancer KRAS_12-61 PTEN Any deletion 1598 247 0.26 0.00 0.51 1463.53 1.00 2362 1484 133 114 TRUE 1.34
cancer of unknown primary KRAS_12-61 PTEN Any deletion 278 88 -0.43 -1.04 0.10 1593.70 1.00 1066 265 75 13 TRUE 0.85
non-small cell lung cancer KRAS_12-61 PTEN Any deletion 1916 227 -1.04 -1.44 -0.69 1499.99 1.00 4407 1887 198 29 TRUE 7.25
uterine cancer KRAS_12-61 PTEN Any deletion 280 93 -1.30 -2.16 -0.53 1559.74 1.00 1475 277 90 3 TRUE 2.70
ovarian cancer KRAS_12-61 PTEN Any deletion 160 97 -0.75 -1.60 -0.01 1577.40 1.00 1371 155 92 5 TRUE 1.27
colorectal cancer KRAS_12-61 CTNNB1 Any deletion 1598 91 0.31 -0.09 0.72 1580.03 1.00 2448 1554 47 44 TRUE 0.88
cancer of unknown primary KRAS_12-61 CTNNB1 Any deletion 278 124 -0.42 -0.94 0.09 1388.23 1.00 1035 260 106 18 TRUE 0.95
non-small cell lung cancer KRAS_12-61 CTNNB1 Any deletion 1916 323 -0.34 -0.61 -0.09 1725.26 1.00 4357 1841 248 75 TRUE 1.92
pancreatic cancer KRAS_12-61 CTNNB1 Any deletion 1578 65 -0.80 -1.28 -0.32 1318.61 1.00 498 1541 28 37 TRUE 3.04
ovarian cancer KRAS_12-61 CTNNB1 Any deletion 160 70 -0.85 -1.91 0.07 1585.02 1.00 1396 157 67 3 TRUE 1.03
colorectal cancer KRAS_12-61 ARID1A Any deletion 1590 315 0.01 -0.24 0.24 1418.14 1.00 2294 1467 192 123 TRUE 0.03
cancer of unknown primary KRAS_12-61 ARID1A Any deletion 277 94 0.23 -0.26 0.69 1440.62 1.00 1069 255 72 22 TRUE 0.46
non-small cell lung cancer KRAS_12-61 ARID1A Any deletion 1891 173 0.24 -0.08 0.56 1599.73 1.00 4450 1831 113 60 TRUE 0.85
pancreatic cancer KRAS_12-61 ARID1A Any deletion 1578 102 -0.28 -0.70 0.14 1547.81 1.00 494 1508 32 70 TRUE 0.70
uterine cancer KRAS_12-61 ARID1A Any deletion 280 73 -0.03 -0.64 0.56 1582.61 1.00 1503 269 62 11 TRUE 0.03
ovarian cancer KRAS_12-61 ARID1A Any deletion 160 146 0.70 0.23 1.16 1370.81 1.00 1343 134 120 26 TRUE 2.56
hepatobiliary cancer KRAS_12-61 ARID1A Any deletion 111 78 0.22 -0.42 0.87 1461.75 1.00 897 101 68 10 TRUE 0.30
colorectal cancer KRAS_12-61 PIK3R1 Any deletion 1590 243 -0.66 -0.96 -0.38 1331.32 1.00 2306 1527 180 63 TRUE 5.08
cancer of unknown primary KRAS_12-61 PIK3R1 Any deletion 278 86 -0.40 -0.97 0.14 1197.77 1.00 1069 264 72 14 TRUE 0.80
non-small cell lung cancer KRAS_12-61 PIK3R1 Any deletion 1891 241 -0.98 -1.34 -0.63 1374.10 1.00 4355 1858 208 33 TRUE 7.40
uterine cancer KRAS_12-61 PIK3R1 Any deletion 280 65 -1.03 -1.91 -0.29 1524.68 1.00 1504 276 61 4 TRUE 1.93
ovarian cancer KRAS_12-61 PIK3R1 Any deletion 160 196 -1.35 -2.12 -0.66 1547.35 1.00 1272 155 191 5 TRUE 3.44
colorectal cancer KRAS_12-61 FAT1 Any deletion 1258 169 -0.44 -0.78 -0.12 1318.84 1.00 1819 1207 118 51 FALSE 2.01
cancer of unknown primary KRAS_12-61 FAT1 Any deletion 216 74 -0.97 -1.73 -0.30 1523.65 1.00 842 210 68 6 FALSE 2.01
non-small cell lung cancer KRAS_12-61 FAT1 Any deletion 1350 87 -0.39 -0.92 0.13 1540.21 1.00 3273 1330 67 20 FALSE 0.87
ovarian cancer KRAS_12-61 FAT1 Any deletion 93 98 -0.88 -1.76 -0.04 1387.21 1.00 826 89 94 4 FALSE 1.41
colorectal cancer KRAS_12-61 FGFR4 Any deletion 1590 131 -0.92 -1.34 -0.52 1476.87 1.00 2382 1563 104 27 TRUE 4.96
cancer of unknown primary KRAS_12-61 FGFR4 Any deletion 278 55 -0.89 -1.63 -0.21 1409.85 1.00 1091 273 50 5 TRUE 1.79
non-small cell lung cancer KRAS_12-61 FGFR4 Any deletion 1891 167 -0.77 -1.20 -0.37 1352.11 1.00 4424 1863 139 28 TRUE 3.69
ovarian cancer KRAS_12-61 FGFR4 Any deletion 160 92 -0.65 -1.41 0.06 1364.18 1.00 1377 154 86 6 TRUE 1.06
non-small cell lung cancer KRAS_12-61 CIC Any deletion 1359 55 -1.08 -1.94 -0.30 1294.86 1.00 3321 1352 48 7 TRUE 2.00
non-small cell lung cancer KRAS_12-61 KDM6A Any deletion 1891 60 -0.34 -0.98 0.26 1440.29 1.00 4509 1877 46 14 FALSE 0.56
colorectal cancer KRAS_12-61 ABL1 Any deletion 1597 53 -0.80 -1.40 -0.23 1572.81 1.00 2453 1585 41 12 TRUE 2.17
cancer of unknown primary KRAS_12-61 ABL1 Any deletion 278 66 -0.50 -1.20 0.11 1524.78 1.00 1082 269 57 9 TRUE 0.88
non-small cell lung cancer KRAS_12-61 ABL1 Any deletion 1916 166 -0.32 -0.67 0.03 1655.84 1.00 4471 1876 126 40 TRUE 1.13
uterine cancer KRAS_12-61 ABL1 Any deletion 280 84 -0.70 -1.39 -0.01 1463.42 1.00 1487 273 77 7 TRUE 1.30
ovarian cancer KRAS_12-61 ABL1 Any deletion 160 166 -0.51 -1.14 0.07 1497.30 1.00 1308 149 155 11 TRUE 1.02
colorectal cancer KRAS_12-61 NOTCH2 Any deletion 1590 134 0.31 -0.03 0.64 1480.75 1.00 2415 1527 71 63 TRUE 1.20
non-small cell lung cancer KRAS_12-61 NOTCH2 Any deletion 1891 186 0.17 -0.15 0.46 1569.85 1.00 4439 1829 124 62 TRUE 0.57
pancreatic cancer KRAS_12-61 NOTCH2 Any deletion 1578 52 -1.01 -1.57 -0.45 1640.43 1.00 500 1552 26 26 TRUE 3.55
non-small cell lung cancer KRAS_12-61 SMO Any deletion 1916 80 -0.92 -1.57 -0.37 1352.09 1.00 4537 1904 68 12 TRUE 2.45
colorectal cancer KRAS_12-61 KMT2A Any deletion 1589 100 0.21 -0.23 0.63 1208.97 1.00 2430 1544 55 45 FALSE 0.50
cancer of unknown primary KRAS_12-61 KMT2A Any deletion 277 100 -0.83 -1.55 -0.20 1256.79 1.00 1049 267 90 10 FALSE 1.88
non-small cell lung cancer KRAS_12-61 KMT2A Any deletion 1891 136 -0.30 -0.70 0.08 1453.16 1.00 4452 1858 103 33 FALSE 0.84
pancreatic cancer KRAS_12-61 KMT2A Any deletion 1573 51 -2.07 -2.70 -1.44 1319.13 1.00 487 1560 38 13 FALSE 9.81
uterine cancer KRAS_12-61 KMT2A Any deletion 280 70 -0.41 -1.15 0.25 1631.02 1.00 1502 272 62 8 FALSE 0.59
ovarian cancer KRAS_12-61 KMT2A Any deletion 160 73 0.25 -0.46 0.89 1603.45 1.00 1400 150 63 10 FALSE 0.32
non-small cell lung cancer KRAS_12-61 JAK3 Any deletion 1916 226 0.25 -0.01 0.52 874.01 1.00 4458 1837 147 79 TRUE 1.17
cancer of unknown primary KRAS_12-61 BRCA2 Any deletion 278 97 -0.75 -1.36 -0.20 1433.18 1.00 1055 267 86 11 TRUE 1.95
non-small cell lung cancer KRAS_12-61 BRCA2 Any deletion 1891 341 -0.39 -0.66 -0.15 1338.09 1.00 4300 1813 263 78 TRUE 2.62
uterine cancer KRAS_12-61 BRCA2 Any deletion 280 80 -1.22 -2.12 -0.49 1401.78 1.00 1488 277 77 3 TRUE 2.56
ovarian cancer KRAS_12-61 BRCA2 Any deletion 160 159 -1.03 -1.74 -0.38 1465.80 1.00 1310 154 153 6 TRUE 2.55
non-small cell lung cancer KRAS_12-61 NOTCH3 Any deletion 1359 103 0.23 -0.19 0.62 1370.74 1.00 3309 1324 68 35 TRUE 0.57
colorectal cancer KRAS_12-61 FGFR3 Any deletion 1598 235 -0.15 -0.44 0.13 1403.45 1.00 2344 1514 151 84 TRUE 0.56
cancer of unknown primary KRAS_12-61 FGFR3 Any deletion 278 67 -0.38 -1.00 0.19 1137.97 1.00 1084 268 57 10 TRUE 0.65
non-small cell lung cancer KRAS_12-61 FGFR3 Any deletion 1916 158 -0.55 -0.94 -0.18 1508.23 1.00 4478 1885 127 31 TRUE 2.32
ovarian cancer KRAS_12-61 FGFR3 Any deletion 160 102 -0.44 -1.15 0.18 1468.47 1.00 1368 153 95 7 TRUE 0.70
colorectal cancer KRAS_12-61 IGF1R Any deletion 1590 163 -0.24 -0.57 0.07 1469.77 1.00 2378 1535 108 55 TRUE 0.88
non-small cell lung cancer KRAS_12-61 IGF1R Any deletion 1891 156 -0.20 -0.57 0.15 1527.55 1.00 4448 1850 115 41 TRUE 0.55
uterine cancer KRAS_12-61 IGF1R Any deletion 280 54 -0.67 -1.52 0.03 1529.40 1.00 1515 276 50 4 TRUE 0.99
ovarian cancer KRAS_12-61 IGF1R Any deletion 160 73 -0.44 -1.28 0.32 1472.20 1.00 1395 155 68 5 TRUE 0.56
non-small cell lung cancer KRAS_12-61 KEAP1 Any deletion 1749 241 0.16 -0.12 0.43 1590.69 1.00 4031 1670 162 79 FALSE 0.62
ovarian cancer KRAS_12-61 KEAP1 Any deletion 135 58 0.20 -0.58 0.94 1525.40 1.00 1217 128 51 7 FALSE 0.21
colorectal cancer KRAS_12-61 CDKN2A Any deletion 1598 119 -0.14 -0.53 0.21 1467.54 1.00 2419 1555 76 43 TRUE 0.35
cancer of unknown primary KRAS_12-61 CDKN2A Any deletion 278 290 0.28 -0.04 0.57 1412.60 1.00 919 210 222 68 TRUE 1.13
non-small cell lung cancer KRAS_12-61 CDKN2A Any deletion 1916 952 -0.29 -0.45 -0.13 1571.00 1.00 3886 1683 719 233 TRUE 3.36
pancreatic cancer KRAS_12-61 CDKN2A Any deletion 1578 377 0.43 0.16 0.70 1488.03 1.00 454 1273 72 305 TRUE 2.74
uterine cancer KRAS_12-61 CDKN2A Any deletion 280 86 -0.93 -1.81 -0.22 1269.43 1.00 1484 275 81 5 TRUE 1.66
ovarian cancer KRAS_12-61 CDKN2A Any deletion 160 149 0.67 0.22 1.13 1346.48 1.00 1340 134 123 26 TRUE 2.41
hepatobiliary cancer KRAS_12-61 CDKN2A Any deletion 111 142 0.08 -0.47 0.59 1556.37 1.00 839 95 126 16 TRUE 0.12
colorectal cancer KRAS_12-61 FANCA Any deletion 1590 54 -0.56 -1.12 -0.03 1633.95 1.00 2448 1574 38 16 TRUE 1.32
cancer of unknown primary KRAS_12-61 FANCA Any deletion 277 81 -1.57 -2.56 -0.76 1451.53 1.00 1062 274 78 3 TRUE 3.07
non-small cell lung cancer KRAS_12-61 FANCA Any deletion 1891 207 -0.31 -0.63 0.00 1328.83 1.00 4406 1841 157 50 TRUE 1.24
uterine cancer KRAS_12-61 FANCA Any deletion 280 103 -0.94 -1.70 -0.26 1467.91 1.00 1467 273 96 7 TRUE 1.96
ovarian cancer KRAS_12-61 FANCA Any deletion 160 196 -0.73 -1.33 -0.16 1432.92 1.00 1278 149 185 11 TRUE 1.77
non-small cell lung cancer KRAS_12-61 PPP2R1A Any deletion 1359 78 -0.39 -0.96 0.15 1479.54 1.00 3316 1342 61 17 FALSE 0.79
non-small cell lung cancer KRAS_12-61 ERBB3 Any deletion 1891 53 -1.65 -2.99 -0.61 32.08 1.10 4514 1887 49 4 TRUE 2.11
colorectal cancer KRAS_12-61 SMAD4 Any deletion 1598 872 0.08 -0.08 0.23 1299.09 1.00 1976 1245 519 353 TRUE 0.50
cancer of unknown primary KRAS_12-61 SMAD4 Any deletion 278 139 0.03 -0.40 0.47 1380.75 1.00 1030 250 111 28 TRUE 0.05
non-small cell lung cancer KRAS_12-61 SMAD4 Any deletion 1916 402 -0.33 -0.58 -0.10 1412.29 1.00 4297 1822 308 94 TRUE 2.17
pancreatic cancer KRAS_12-61 SMAD4 Any deletion 1578 252 0.69 0.35 1.05 1482.33 1.00 488 1364 38 214 TRUE 3.96
uterine cancer KRAS_12-61 SMAD4 Any deletion 280 65 -0.39 -1.19 0.27 1447.70 1.00 1507 273 58 7 TRUE 0.54
ovarian cancer KRAS_12-61 SMAD4 Any deletion 160 175 -0.50 -1.12 0.01 1501.97 1.00 1299 149 164 11 TRUE 1.03
hepatobiliary cancer KRAS_12-61 SMAD4 Any deletion 111 65 0.90 0.27 1.47 1401.28 1.00 915 96 50 15 TRUE 2.43
colorectal cancer KRAS_12-61 ATM Any deletion 1598 133 0.10 -0.24 0.44 1504.38 1.00 2418 1542 77 56 TRUE 0.23
cancer of unknown primary KRAS_12-61 ATM Any deletion 278 104 -0.58 -1.23 -0.02 1529.96 1.00 1050 265 91 13 TRUE 1.30
non-small cell lung cancer KRAS_12-61 ATM Any deletion 1916 148 -0.34 -0.75 0.02 1558.81 1.00 4492 1881 113 35 TRUE 1.10
pancreatic cancer KRAS_12-61 ATM Any deletion 1578 56 -1.92 -2.51 -1.34 1523.31 1.00 486 1562 40 16 TRUE 10.42
uterine cancer KRAS_12-61 ATM Any deletion 280 77 -0.52 -1.24 0.13 1528.27 1.00 1496 272 69 8 TRUE 0.86
ovarian cancer KRAS_12-61 ATM Any deletion 160 87 -0.08 -0.83 0.61 1507.87 1.00 1385 151 78 9 TRUE 0.08
cancer of unknown primary KRAS_12-61 RB1 Any deletion 278 135 -0.69 -1.17 -0.20 1822.87 1.00 1023 261 118 17 TRUE 2.25
non-small cell lung cancer KRAS_12-61 RB1 Any deletion 1916 417 -0.55 -0.79 -0.32 1720.05 1.00 4273 1831 332 85 TRUE 5.33
uterine cancer KRAS_12-61 RB1 Any deletion 280 159 -1.49 -2.29 -0.84 1513.69 1.00 1411 275 154 5 TRUE 4.35
ovarian cancer KRAS_12-61 RB1 Any deletion 160 211 -1.30 -2.05 -0.67 1447.62 1.00 1258 154 205 6 TRUE 3.84
non-small cell lung cancer KRAS_12-61 KMT2D Any deletion 1891 65 -1.70 -2.76 -0.86 1263.70 1.00 4495 1886 60 5 FALSE 3.37
colorectal cancer KRAS_12-61 TSC2 Any deletion 1590 59 0.04 -0.47 0.57 1244.23 1.00 2452 1565 34 25 TRUE 0.06
cancer of unknown primary KRAS_12-61 TSC2 Any deletion 278 52 -1.00 -1.96 -0.21 1626.05 1.00 1093 274 48 4 TRUE 1.59
non-small cell lung cancer KRAS_12-61 TSC2 Any deletion 1891 80 -0.41 -0.92 0.09 1729.52 1.00 4501 1873 62 18 TRUE 0.95
ovarian cancer KRAS_12-61 TSC2 Any deletion 160 115 -1.06 -2.07 -0.29 1475.65 1.00 1352 156 111 4 TRUE 1.75
colorectal cancer KRAS_12-61 APC Any deletion 1597 266 -0.48 -0.76 -0.23 1445.93 1.00 2306 1519 188 78 TRUE 3.37
cancer of unknown primary KRAS_12-61 APC Any deletion 278 76 -0.35 -0.95 0.22 1501.60 1.00 1075 265 63 13 TRUE 0.60
non-small cell lung cancer KRAS_12-61 APC Any deletion 1916 245 -0.92 -1.25 -0.59 1418.11 1.00 4388 1880 209 36 TRUE 6.82
uterine cancer KRAS_12-61 APC Any deletion 280 52 -1.20 -2.13 -0.29 1414.57 1.00 1512 278 50 2 TRUE 1.96
ovarian cancer KRAS_12-61 APC Any deletion 160 135 -1.17 -1.98 -0.42 1486.82 1.00 1332 156 131 4 TRUE 2.43
colorectal cancer KRAS_12-61 ERBB2 Any deletion 1598 80 0.43 0.00 0.86 1514.37 1.00 2456 1557 39 41 TRUE 1.29
uterine cancer KRAS_12-61 ERBB2 Any deletion 280 54 -0.93 -2.02 -0.03 1372.37 1.00 1515 276 50 4 TRUE 1.14
ovarian cancer KRAS_12-61 ERBB2 Any deletion 160 154 -2.47 -4.27 -1.21 1468.78 1.00 1310 159 153 1 TRUE 2.71
colorectal cancer KRAS_12-61 JAK1 Any deletion 1285 103 0.34 -0.04 0.71 1642.47 1.00 1924 1237 55 48 TRUE 1.13
non-small cell lung cancer KRAS_12-61 JAK1 Any deletion 1359 67 0.41 -0.06 0.85 1508.69 1.00 3336 1333 41 26 TRUE 1.10
colorectal cancer KRAS_12-61 CCND1 Any deletion 1590 74 0.22 -0.25 0.68 1501.58 1.00 2445 1557 41 33 TRUE 0.46
non-small cell lung cancer KRAS_12-61 ARID2 Any deletion 1891 95 -0.92 -1.54 -0.35 1427.82 1.00 4474 1877 81 14 FALSE 2.67
colorectal cancer KRAS_12-61 MTOR Any deletion 1590 256 0.20 -0.05 0.44 1558.22 1.00 2341 1479 145 111 TRUE 0.91
cancer of unknown primary KRAS_12-61 MTOR Any deletion 278 80 -0.13 -0.71 0.41 1441.86 1.00 1074 264 66 14 TRUE 0.19
non-small cell lung cancer KRAS_12-61 MTOR Any deletion 1891 152 0.50 0.16 0.81 1394.06 1.00 4473 1829 90 62 TRUE 2.52
pancreatic cancer KRAS_12-61 MTOR Any deletion 1578 72 -0.71 -1.16 -0.23 1574.39 1.00 496 1536 30 42 TRUE 2.65
uterine cancer KRAS_12-61 MTOR Any deletion 280 61 -0.29 -1.03 0.40 1493.71 1.00 1509 273 54 7 TRUE 0.36
ovarian cancer KRAS_12-61 MTOR Any deletion 160 107 0.98 0.49 1.46 1523.70 1.00 1380 136 83 24 TRUE 4.11
hepatobiliary cancer KRAS_12-61 MTOR Any deletion 111 65 0.39 -0.33 1.01 1450.38 1.00 910 101 55 10 TRUE 0.59
cancer of unknown primary KRAS_12-61 NOTCH1 Any deletion 278 59 -0.38 -1.06 0.24 1508.81 1.00 1091 269 50 9 TRUE 0.60
non-small cell lung cancer KRAS_12-61 NOTCH1 Any deletion 1916 166 -0.23 -0.59 0.10 1482.58 1.00 4482 1873 123 43 TRUE 0.72
uterine cancer KRAS_12-61 NOTCH1 Any deletion 280 83 -0.73 -1.50 -0.09 1633.94 1.00 1488 274 77 6 TRUE 1.40
ovarian cancer KRAS_12-61 NOTCH1 Any deletion 160 173 -0.38 -0.95 0.14 1403.00 1.00 1303 147 160 13 TRUE 0.76
colorectal cancer KRAS_12-61 SETD2 Any deletion 1590 106 0.26 -0.13 0.61 1455.88 1.00 2429 1541 57 49 FALSE 0.76
cancer of unknown primary KRAS_12-61 SETD2 Any deletion 277 136 -0.38 -0.88 0.07 1575.16 1.00 1024 257 116 20 FALSE 0.93
non-small cell lung cancer KRAS_12-61 SETD2 Any deletion 1891 351 -0.33 -0.58 -0.08 1494.62 1.00 4294 1809 269 82 FALSE 1.98
pancreatic cancer KRAS_12-61 SETD2 Any deletion 1578 80 -0.47 -0.91 -0.02 1527.56 1.00 498 1526 28 52 FALSE 1.39
ovarian cancer KRAS_12-61 SETD2 Any deletion 160 79 -0.87 -1.88 -0.02 1507.85 1.00 1387 157 76 3 FALSE 1.17
hepatobiliary cancer KRAS_12-61 SETD2 Any deletion 111 59 0.31 -0.41 0.98 1503.91 1.00 915 102 50 9 FALSE 0.41
colorectal cancer KRAS_12-61 PBRM1 Any deletion 1530 90 0.21 -0.21 0.63 1307.73 1.00 2331 1489 49 41 TRUE 0.49
cancer of unknown primary KRAS_12-61 PBRM1 Any deletion 271 135 -0.34 -0.82 0.09 1516.86 1.00 972 250 114 21 TRUE 0.82
non-small cell lung cancer KRAS_12-61 PBRM1 Any deletion 1749 308 -0.33 -0.59 -0.07 1452.55 1.00 3957 1677 236 72 TRUE 1.89
pancreatic cancer KRAS_12-61 PBRM1 Any deletion 1552 77 -0.56 -1.01 -0.11 1491.34 1.00 478 1503 28 49 TRUE 1.75
ovarian cancer KRAS_12-61 PBRM1 Any deletion 135 70 -0.79 -1.88 0.14 1448.46 1.00 1201 132 67 3 TRUE 0.95
hepatobiliary cancer KRAS_12-61 PBRM1 Any deletion 109 58 0.19 -0.57 0.91 1260.09 1.00 896 101 50 8 TRUE 0.21
non-small cell lung cancer KRAS_12-61 EPHA3 Any deletion 1631 157 -0.65 -1.09 -0.25 1289.67 1.00 3909 1603 129 28 FALSE 2.62
colorectal cancer KRAS_12-61 KIT Any deletion 1598 228 -0.21 -0.48 0.06 1418.32 1.00 2346 1519 149 79 TRUE 0.85
cancer of unknown primary KRAS_12-61 KIT Any deletion 278 64 -0.26 -0.91 0.34 1444.54 1.00 1088 267 53 11 TRUE 0.40
non-small cell lung cancer KRAS_12-61 KIT Any deletion 1916 97 -0.69 -1.20 -0.25 1338.69 1.00 4525 1899 80 17 TRUE 2.17
ovarian cancer KRAS_12-61 KIT Any deletion 160 124 -0.77 -1.53 -0.08 1368.95 1.00 1345 154 118 6 TRUE 1.39
colorectal cancer KRAS_12-61 KDR Any deletion 1598 228 -0.18 -0.45 0.09 1378.34 1.00 2347 1518 148 80 TRUE 0.74
cancer of unknown primary KRAS_12-61 KDR Any deletion 278 63 -0.24 -0.94 0.38 1551.83 1.00 1089 267 52 11 TRUE 0.34
non-small cell lung cancer KRAS_12-61 KDR Any deletion 1916 98 -0.70 -1.19 -0.24 1453.87 1.00 4524 1899 81 17 TRUE 2.19
ovarian cancer KRAS_12-61 KDR Any deletion 160 125 -0.63 -1.33 0.00 1492.56 1.00 1345 153 118 7 TRUE 1.16
colorectal cancer KRAS_12-61 RAD50 Any deletion 1285 110 -0.96 -1.44 -0.53 1705.32 1.00 1891 1263 88 22 FALSE 4.66
cancer of unknown primary KRAS_12-61 RAD50 Any deletion 216 52 -1.12 -2.00 -0.33 1538.19 1.00 872 213 49 3 FALSE 2.04
non-small cell lung cancer KRAS_12-61 RAD50 Any deletion 1359 100 -0.49 -0.95 -0.05 1594.20 1.00 3299 1337 78 22 FALSE 1.43
non-small cell lung cancer KRAS_12-61 CSF1R Any deletion 1514 73 -1.26 -2.06 -0.60 957.66 1.00 3661 1506 65 8 TRUE 2.97
colorectal cancer KRAS_12-61 PARK2 Any deletion 1569 103 0.16 -0.21 0.55 1583.30 1.00 2401 1524 58 45 FALSE 0.38
cancer of unknown primary KRAS_12-61 PARK2 Any deletion 277 92 -0.68 -1.35 -0.07 1525.22 1.00 1048 267 82 10 FALSE 1.46
non-small cell lung cancer KRAS_12-61 PARK2 Any deletion 1882 279 0.09 -0.16 0.34 1378.82 1.00 4338 1795 192 87 FALSE 0.30
pancreatic cancer KRAS_12-61 PARK2 Any deletion 1567 96 -0.14 -0.59 0.32 1353.00 1.00 494 1498 27 69 FALSE 0.27
ovarian cancer KRAS_12-61 PARK2 Any deletion 157 173 -0.51 -1.15 0.06 1373.03 1.00 1272 146 162 11 FALSE 1.02
hepatobiliary cancer KRAS_12-61 PARK2 Any deletion 109 52 0.47 -0.30 1.16 1263.98 1.00 909 100 43 9 FALSE 0.71
colorectal cancer KRAS_12-61 NTRK2 Any deletion 1590 54 -0.74 -1.34 -0.18 1523.00 1.00 2445 1577 41 13 FALSE 1.93
cancer of unknown primary KRAS_12-61 NTRK2 Any deletion 277 74 -0.41 -1.04 0.18 1629.70 1.00 1078 266 63 11 FALSE 0.75
non-small cell lung cancer KRAS_12-61 NTRK2 Any deletion 1891 186 -0.27 -0.62 0.06 1495.59 1.00 4423 1845 140 46 FALSE 0.99
uterine cancer KRAS_12-61 NTRK2 Any deletion 280 75 -0.62 -1.37 0.06 1588.28 1.00 1497 273 68 7 FALSE 1.08
ovarian cancer KRAS_12-61 NTRK2 Any deletion 160 150 -0.81 -1.59 -0.18 1472.60 1.00 1320 153 143 7 FALSE 1.58
cancer of unknown primary KRAS_12-61 PTCH1 Any deletion 278 73 -0.47 -1.08 0.08 1506.29 1.00 1078 268 63 10 TRUE 0.91
non-small cell lung cancer KRAS_12-61 PTCH1 Any deletion 1891 178 -0.19 -0.54 0.12 1490.33 1.00 4432 1844 131 47 TRUE 0.61
uterine cancer KRAS_12-61 PTCH1 Any deletion 280 79 -0.49 -1.12 0.10 1560.15 1.00 1494 272 71 8 TRUE 0.93
ovarian cancer KRAS_12-61 PTCH1 Any deletion 160 158 -0.43 -1.03 0.10 1462.82 1.00 1316 149 147 11 TRUE 0.85
colorectal cancer KRAS_12-61 TET1 Any deletion 1136 68 -0.12 -0.64 0.34 1419.13 1.00 1745 1110 42 26 FALSE 0.20
non-small cell lung cancer KRAS_12-61 TET1 Any deletion 1310 69 -0.88 -1.59 -0.28 1497.49 1.00 3141 1301 60 9 FALSE 2.13
colorectal cancer KRAS_12-61 FGFR2 Any deletion 1598 125 0.05 -0.32 0.39 1388.57 1.00 2423 1545 72 53 TRUE 0.10
cancer of unknown primary KRAS_12-61 FGFR2 Any deletion 278 63 -0.58 -1.25 0.02 1459.83 1.00 1085 271 56 7 TRUE 1.13
non-small cell lung cancer KRAS_12-61 FGFR2 Any deletion 1916 192 -0.67 -1.05 -0.33 1583.99 1.00 4446 1883 159 33 TRUE 3.61
non-small cell lung cancer KRAS_12-61 HNF1A Any deletion 1907 105 -1.24 -1.87 -0.67 1543.52 1.00 4483 1895 93 12 TRUE 4.47
ovarian cancer KRAS_12-61 HNF1A Any deletion 157 69 -1.45 -2.84 -0.29 1499.61 1.00 1366 155 67 2 TRUE 1.56
colorectal cancer KRAS_12-61 DICER1 Any deletion 1563 220 -0.22 -0.50 0.04 1193.19 1.00 2298 1489 146 74 TRUE 0.92
cancer of unknown primary KRAS_12-61 DICER1 Any deletion 277 60 -0.28 -1.00 0.36 1586.88 1.00 1078 268 51 9 TRUE 0.39
non-small cell lung cancer KRAS_12-61 DICER1 Any deletion 1882 98 0.19 -0.22 0.59 1629.46 1.00 4462 1848 64 34 TRUE 0.45
ovarian cancer KRAS_12-61 DICER1 Any deletion 157 71 0.40 -0.24 1.01 1416.38 1.00 1373 146 60 11 TRUE 0.66
colorectal cancer KRAS_12-61 NTRK3 Any deletion 1590 175 -0.18 -0.49 0.12 1264.84 1.00 2373 1528 113 62 FALSE 0.60
non-small cell lung cancer KRAS_12-61 NTRK3 Any deletion 1891 151 -0.25 -0.63 0.12 1366.73 1.00 4450 1853 113 38 FALSE 0.74
uterine cancer KRAS_12-61 NTRK3 Any deletion 280 62 -0.52 -1.30 0.17 1598.87 1.00 1509 274 56 6 FALSE 0.78
ovarian cancer KRAS_12-61 NTRK3 Any deletion 160 97 -0.65 -1.41 0.06 1547.44 1.00 1371 155 92 5 FALSE 1.06
non-small cell lung cancer KRAS_12-61 PALB2 Any deletion 1891 57 -1.12 -1.97 -0.39 1376.32 1.00 4513 1884 50 7 TRUE 2.29
ovarian cancer KRAS_12-61 PALB2 Any deletion 160 74 -0.80 -1.84 0.09 1384.41 1.00 1393 156 70 4 TRUE 0.94
non-small cell lung cancer KRAS_12-61 CTCF Any deletion 1359 67 -0.08 -0.62 0.44 1534.60 1.00 3321 1340 48 19 FALSE 0.12
ovarian cancer KRAS_12-61 CTCF Any deletion 96 90 -0.85 -1.95 0.03 1583.21 1.00 864 92 86 4 FALSE 1.04
cancer of unknown primary KRAS_12-61 CDH1 Any deletion 278 72 -1.77 -2.92 -0.88 1180.32 1.00 1069 276 70 2 TRUE 3.09
non-small cell lung cancer KRAS_12-61 CDH1 Any deletion 1916 155 -0.20 -0.57 0.16 1422.42 1.00 4484 1874 113 42 TRUE 0.57
uterine cancer KRAS_12-61 CDH1 Any deletion 280 115 -1.10 -1.90 -0.46 1625.33 1.00 1456 273 108 7 TRUE 2.50
ovarian cancer KRAS_12-61 CDH1 Any deletion 160 217 -1.05 -1.73 -0.43 1564.63 1.00 1255 151 208 9 TRUE 2.74
ovarian cancer KRAS_12-61 CDK12 Any deletion 96 62 -2.29 -5.23 -0.41 971.22 1.00 889 95 61 1 FALSE 1.25
colorectal cancer KRAS_12-61 STK11 Any deletion 1598 98 -0.63 -1.10 -0.19 1498.81 1.01 2422 1573 73 25 TRUE 2.19
cancer of unknown primary KRAS_12-61 STK11 Any deletion 278 77 0.40 -0.13 0.91 1350.81 1.00 1085 257 56 21 TRUE 0.88
non-small cell lung cancer KRAS_12-61 STK11 Any deletion 1916 344 0.05 -0.19 0.28 1619.08 1.00 4366 1811 239 105 TRUE 0.16
pancreatic cancer KRAS_12-61 STK11 Any deletion 1578 53 0.12 -0.46 0.77 1509.39 1.00 515 1536 11 42 TRUE 0.16
uterine cancer KRAS_12-61 STK11 Any deletion 280 124 -0.73 -1.38 -0.13 1437.65 1.00 1451 270 114 10 TRUE 1.70
ovarian cancer KRAS_12-61 STK11 Any deletion 160 291 -0.94 -1.54 -0.42 1625.16 1.00 1185 147 278 13 TRUE 3.02
non-small cell lung cancer KRAS_12-61 BRD4 Any deletion 1882 262 0.26 0.00 0.52 947.94 1.00 4355 1791 171 91 FALSE 1.30
colorectal cancer KRAS_12-61 EP300 Any deletion 1589 236 0.40 0.14 0.67 1541.85 1.00 2364 1474 121 115 TRUE 2.53
cancer of unknown primary KRAS_12-61 EP300 Any deletion 277 66 -0.15 -0.76 0.46 1420.22 1.00 1085 265 54 12 TRUE 0.19
non-small cell lung cancer KRAS_12-61 EP300 Any deletion 1891 143 0.10 -0.23 0.43 1340.26 1.00 4458 1845 97 46 TRUE 0.24
pancreatic cancer KRAS_12-61 EP300 Any deletion 1573 63 -0.61 -1.09 -0.11 1664.02 1.00 501 1534 24 39 TRUE 1.85
uterine cancer KRAS_12-61 EP300 Any deletion 280 100 -1.14 -1.97 -0.41 1379.19 1.00 1469 275 95 5 TRUE 2.38
ovarian cancer KRAS_12-61 EP300 Any deletion 160 228 -0.83 -1.50 -0.26 1562.66 1.00 1246 149 217 11 TRUE 2.13
non-small cell lung cancer KRAS_12-61 ERBB4 Any deletion 1916 66 -1.16 -1.93 -0.49 1543.88 1.00 4547 1908 58 8 TRUE 2.81
cancer of unknown primary KRAS_12-61 ERCC5 Any deletion 267 77 -0.60 -1.22 -0.01 1405.60 1.00 1021 257 67 10 TRUE 1.21
non-small cell lung cancer KRAS_12-61 ERCC5 Any deletion 1842 289 -0.34 -0.62 -0.08 1355.28 1.00 4167 1773 220 69 TRUE 1.84
uterine cancer KRAS_12-61 ERCC5 Any deletion 275 54 -0.96 -1.90 -0.23 1469.81 1.00 1471 272 51 3 TRUE 1.64
ovarian cancer KRAS_12-61 ERCC5 Any deletion 149 133 -0.96 -1.69 -0.25 1609.91 1.00 1251 144 128 5 TRUE 1.97
colorectal cancer KRAS_12-61 BRCA1 Any deletion 1590 95 0.30 -0.09 0.68 1542.55 1.00 2436 1545 50 45 TRUE 0.86
uterine cancer KRAS_12-61 BRCA1 Any deletion 280 69 -0.71 -1.57 0.04 1324.87 1.00 1502 274 63 6 TRUE 1.11
ovarian cancer KRAS_12-61 BRCA1 Any deletion 160 163 -1.45 -2.42 -0.64 1443.38 1.00 1304 156 159 4 TRUE 2.71
colorectal cancer KRAS_12-61 TSC1 Any deletion 1590 54 -0.64 -1.23 -0.09 1599.74 1.00 2446 1576 40 14 TRUE 1.55
cancer of unknown primary KRAS_12-61 TSC1 Any deletion 278 64 -0.47 -1.12 0.17 1449.84 1.00 1086 269 55 9 TRUE 0.80
non-small cell lung cancer KRAS_12-61 TSC1 Any deletion 1891 149 -0.21 -0.60 0.15 1631.81 1.00 4453 1852 110 39 TRUE 0.58
uterine cancer KRAS_12-61 TSC1 Any deletion 280 82 -0.79 -1.51 -0.13 1425.93 1.00 1489 274 76 6 TRUE 1.58
ovarian cancer KRAS_12-61 TSC1 Any deletion 160 170 -0.54 -1.13 0.00 1351.27 1.00 1304 149 159 11 TRUE 1.15
colorectal cancer KRAS_12-61 FLCN Any deletion 1563 589 -0.03 -0.22 0.14 1620.57 1.00 2081 1337 363 226 TRUE 0.13
cancer of unknown primary KRAS_12-61 FLCN Any deletion 277 113 0.18 -0.28 0.61 1569.81 1.00 1044 251 87 26 TRUE 0.38
non-small cell lung cancer KRAS_12-61 FLCN Any deletion 1882 373 -0.33 -0.57 -0.09 1517.45 1.00 4240 1795 286 87 TRUE 2.06
pancreatic cancer KRAS_12-61 FLCN Any deletion 1567 121 0.97 0.46 1.55 1409.61 1.00 509 1458 12 109 TRUE 3.22
uterine cancer KRAS_12-61 FLCN Any deletion 280 92 -0.75 -1.49 -0.12 1350.09 1.00 1466 273 85 7 TRUE 1.44
ovarian cancer KRAS_12-61 FLCN Any deletion 157 258 -0.50 -1.02 -0.02 1387.11 1.00 1192 140 241 17 TRUE 1.28
hepatobiliary cancer KRAS_12-61 FLCN Any deletion 109 51 -0.13 -1.05 0.68 1499.36 1.00 905 104 46 5 TRUE 0.12
colorectal cancer KRAS_12-61 NF1 Any deletion 1590 105 0.37 -0.02 0.75 1508.63 1.00 2433 1538 53 52 TRUE 1.26
non-small cell lung cancer KRAS_12-61 NF1 Any deletion 1891 61 -1.06 -1.86 -0.38 1567.74 1.00 4510 1883 53 8 TRUE 2.41
uterine cancer KRAS_12-61 NF1 Any deletion 280 70 -0.94 -1.83 -0.14 1424.49 1.00 1500 275 65 5 TRUE 1.52
ovarian cancer KRAS_12-61 NF1 Any deletion 160 216 -2.00 -3.12 -1.11 1561.95 1.00 1250 157 213 3 TRUE 4.15
cancer of unknown primary KRAS_12-61 FLT1 Any deletion 277 92 -0.76 -1.37 -0.22 1516.96 1.00 1057 267 82 10 FALSE 1.93
non-small cell lung cancer KRAS_12-61 FLT1 Any deletion 1891 345 -0.40 -0.65 -0.15 1504.71 1.00 4288 1813 267 78 FALSE 2.64
uterine cancer KRAS_12-61 FLT1 Any deletion 280 66 -1.10 -2.06 -0.35 1483.17 1.00 1501 277 63 3 FALSE 2.01
ovarian cancer KRAS_12-61 FLT1 Any deletion 160 158 -1.00 -1.72 -0.33 1609.65 1.00 1311 154 152 6 FALSE 2.41
colorectal cancer KRAS_12-61 RASA1 Any deletion 1136 150 -0.84 -1.24 -0.45 1194.50 1.00 1671 1102 116 34 FALSE 4.60
cancer of unknown primary KRAS_12-61 RASA1 Any deletion 206 68 -1.30 -2.20 -0.52 1449.01 1.00 805 202 64 4 FALSE 2.67
non-small cell lung cancer KRAS_12-61 RASA1 Any deletion 1310 123 -0.72 -1.20 -0.29 1549.10 1.00 3100 1288 101 22 FALSE 2.76
ovarian cancer KRAS_12-61 RASA1 Any deletion 85 74 -1.53 -2.75 -0.50 1502.50 1.00 793 84 73 1 FALSE 2.04
non-small cell lung cancer KRAS_12-61 IDH1 Any deletion 1916 51 -1.45 -2.50 -0.57 1412.34 1.00 4559 1911 46 5 TRUE 2.50
colorectal cancer KRAS_12-61 EPHA5 Any deletion 1327 119 -0.19 -0.57 0.17 1471.57 1.00 1984 1285 77 42 FALSE 0.51
non-small cell lung cancer KRAS_12-61 EPHA5 Any deletion 1631 67 -0.40 -0.99 0.14 1500.33 1.00 3986 1616 52 15 FALSE 0.81
ovarian cancer KRAS_12-61 EPHA5 Any deletion 138 84 -1.32 -2.65 -0.30 1468.28 1.00 1158 136 82 2 FALSE 1.57
colorectal cancer KRAS_12-61 MLH1 Any deletion 1598 89 0.28 -0.15 0.71 1563.60 1.00 2448 1556 47 42 TRUE 0.69
cancer of unknown primary KRAS_12-61 MLH1 Any deletion 278 119 -0.36 -0.86 0.15 1417.51 1.00 1040 260 101 18 TRUE 0.79
non-small cell lung cancer KRAS_12-61 MLH1 Any deletion 1916 330 -0.32 -0.58 -0.06 1551.13 1.00 4353 1838 252 78 TRUE 1.77
pancreatic cancer KRAS_12-61 MLH1 Any deletion 1578 68 -0.72 -1.20 -0.24 1405.67 1.00 498 1538 28 40 TRUE 2.52
ovarian cancer KRAS_12-61 MLH1 Any deletion 160 70 -0.86 -1.95 0.02 1421.05 1.00 1396 157 67 3 TRUE 1.05
colorectal cancer KRAS_12-61 ROS1 Any deletion 1590 73 0.10 -0.34 0.51 1543.36 1.00 2444 1559 42 31 TRUE 0.19
cancer of unknown primary KRAS_12-61 ROS1 Any deletion 277 72 0.07 -0.51 0.62 1505.35 1.00 1084 262 57 15 TRUE 0.09
non-small cell lung cancer KRAS_12-61 ROS1 Any deletion 1891 259 0.19 -0.07 0.44 1528.12 1.00 4391 1804 172 87 TRUE 0.84
pancreatic cancer KRAS_12-61 ROS1 Any deletion 1578 87 -0.11 -0.60 0.35 1511.01 1.00 502 1515 24 63 TRUE 0.19
ovarian cancer KRAS_12-61 ROS1 Any deletion 160 125 -0.36 -1.04 0.26 1395.06 1.00 1347 151 116 9 TRUE 0.56
cancer of unknown primary KRAS_12-61 FLT3 Any deletion 278 92 -0.76 -1.37 -0.18 1495.28 1.00 1059 268 82 10 TRUE 1.89
non-small cell lung cancer KRAS_12-61 FLT3 Any deletion 1916 353 -0.40 -0.64 -0.15 1581.64 1.00 4332 1836 273 80 TRUE 2.76
uterine cancer KRAS_12-61 FLT3 Any deletion 280 64 -0.95 -1.77 -0.21 1494.39 1.00 1505 276 60 4 TRUE 1.80
ovarian cancer KRAS_12-61 FLT3 Any deletion 160 161 -0.99 -1.76 -0.32 1472.69 1.00 1308 154 155 6 TRUE 2.22
cancer of unknown primary KRAS_12-61 DIS3 Any deletion 277 92 -0.67 -1.27 -0.09 1471.74 1.00 1057 266 81 11 FALSE 1.60
non-small cell lung cancer KRAS_12-61 DIS3 Any deletion 1891 309 -0.31 -0.57 -0.07 1590.97 1.00 4321 1816 234 75 FALSE 1.75
uterine cancer KRAS_12-61 DIS3 Any deletion 280 65 -1.10 -2.00 -0.32 1400.31 1.00 1500 277 62 3 FALSE 2.06
ovarian cancer KRAS_12-61 DIS3 Any deletion 160 146 -1.06 -1.81 -0.41 1313.82 1.00 1322 155 141 5 FALSE 2.46
colorectal cancer KRAS_12-61 AXL Any deletion 1590 51 -0.38 -0.94 0.15 1389.00 1.00 2451 1574 35 16 FALSE 0.74
non-small cell lung cancer KRAS_12-61 AXL Any deletion 1891 120 -0.43 -0.87 -0.03 1633.59 1.00 4469 1865 94 26 FALSE 1.35
ovarian cancer KRAS_12-61 AXL Any deletion 160 97 -0.14 -0.85 0.50 1287.85 1.00 1375 151 88 9 FALSE 0.17
colorectal cancer KRAS_12-61 MAP2K4 Any deletion 1590 602 0.01 -0.16 0.18 1442.53 1.00 2120 1354 366 236 TRUE 0.05
cancer of unknown primary KRAS_12-61 MAP2K4 Any deletion 277 128 0.23 -0.21 0.66 1596.57 1.00 1042 247 98 30 TRUE 0.54
non-small cell lung cancer KRAS_12-61 MAP2K4 Any deletion 1891 404 -0.23 -0.45 0.00 1568.62 1.00 4260 1790 303 101 TRUE 1.28
pancreatic cancer KRAS_12-61 MAP2K4 Any deletion 1578 153 0.98 0.54 1.48 1558.69 1.00 510 1441 16 137 TRUE 4.23
uterine cancer KRAS_12-61 MAP2K4 Any deletion 280 95 -0.77 -1.51 -0.10 1491.42 1.00 1475 273 88 7 TRUE 1.50
ovarian cancer KRAS_12-61 MAP2K4 Any deletion 160 256 -0.62 -1.16 -0.12 1610.57 1.00 1222 145 241 15 TRUE 1.59
hepatobiliary cancer KRAS_12-61 MAP2K4 Any deletion 111 59 0.20 -0.57 0.85 1460.55 1.00 914 103 51 8 TRUE 0.23
colorectal cancer KRAS_12-61 ARID1B Any deletion 1569 62 0.26 -0.21 0.72 1560.96 1.00 2426 1540 33 29 TRUE 0.54
cancer of unknown primary KRAS_12-61 ARID1B Any deletion 277 88 -0.53 -1.17 0.05 1483.73 1.00 1054 266 77 11 TRUE 1.03
non-small cell lung cancer KRAS_12-61 ARID1B Any deletion 1882 275 0.09 -0.16 0.34 1544.26 1.00 4341 1796 189 86 TRUE 0.31
pancreatic cancer KRAS_12-61 ARID1B Any deletion 1567 95 -0.06 -0.51 0.39 1536.13 1.00 496 1497 25 70 TRUE 0.10
ovarian cancer KRAS_12-61 ARID1B Any deletion 157 172 -0.59 -1.29 0.03 1554.04 1.00 1272 147 162 10 TRUE 1.15
hepatobiliary cancer KRAS_12-61 ARID1B Any deletion 109 63 0.30 -0.47 0.96 1371.34 1.00 898 100 54 9 TRUE 0.38
colorectal cancer KRAS_12-61 NKX2-1 Any deletion 1589 219 -0.31 -0.60 -0.04 1365.40 1.00 2337 1518 148 71 TRUE 1.45
cancer of unknown primary KRAS_12-61 NKX2-1 Any deletion 278 52 -0.81 -1.67 -0.08 1526.10 1.00 1092 273 47 5 TRUE 1.33
non-small cell lung cancer KRAS_12-61 NKX2-1 Any deletion 1891 54 -1.00 -1.80 -0.34 1431.64 1.00 4508 1884 47 7 TRUE 2.16
ovarian cancer KRAS_12-61 NKX2-1 Any deletion 160 108 0.02 -0.64 0.61 1446.48 1.00 1367 148 96 12 TRUE 0.02
cancer of unknown primary KRAS_12-61 WT1 Any deletion 278 54 -0.39 -1.13 0.27 1414.02 1.00 1093 270 46 8 TRUE 0.55
non-small cell lung cancer KRAS_12-61 WT1 Any deletion 1891 88 -0.51 -1.00 -0.04 1570.20 1.00 4485 1873 70 18 TRUE 1.34
non-small cell lung cancer KRAS_12-61 MET Any deletion 1916 62 -0.93 -1.67 -0.24 520.89 1.01 4552 1907 53 9 TRUE 1.91
colorectal cancer KRAS_12-61 MEN1 Any deletion 1589 87 0.14 -0.30 0.56 1283.40 1.00 2436 1551 49 38 TRUE 0.27
non-small cell lung cancer KRAS_12-61 MEN1 Any deletion 1891 70 -1.11 -1.89 -0.47 1501.85 1.00 4494 1882 61 9 TRUE 2.66
pancreatic cancer KRAS_12-61 MEN1 Any deletion 1573 54 -2.56 -3.33 -1.89 1597.09 1.00 481 1563 44 10 TRUE 12.02
non-small cell lung cancer KRAS_12-61 BRAF Any deletion 1916 65 -1.13 -1.92 -0.44 1023.25 1.00 4548 1908 57 8 TRUE 2.43
colorectal cancer KRAS_12-61 B2M Any deletion 1441 210 -0.37 -0.66 -0.10 1491.69 1.00 2149 1376 145 65 FALSE 2.04
cancer of unknown primary KRAS_12-61 B2M Any deletion 267 56 -0.81 -1.55 -0.12 1384.32 1.00 1039 262 51 5 FALSE 1.59
non-small cell lung cancer KRAS_12-61 B2M Any deletion 1842 215 -0.23 -0.54 0.07 1692.77 1.00 4228 1786 159 56 FALSE 0.90
uterine cancer KRAS_12-61 B2M Any deletion 275 82 -0.59 -1.27 0.00 1303.24 1.00 1453 267 74 8 FALSE 1.13
ovarian cancer KRAS_12-61 B2M Any deletion 149 135 -0.92 -1.67 -0.26 1546.95 1.00 1249 144 130 5 FALSE 2.00
colorectal cancer KRAS_12-61 TET2 Any deletion 1589 261 -0.32 -0.57 -0.06 1412.33 1.00 2309 1504 176 85 TRUE 1.77
cancer of unknown primary KRAS_12-61 TET2 Any deletion 278 85 -0.58 -1.19 -0.01 1314.33 1.00 1064 267 74 11 TRUE 1.26
non-small cell lung cancer KRAS_12-61 TET2 Any deletion 1891 142 -0.85 -1.28 -0.44 1508.25 1.00 4435 1869 120 22 TRUE 3.99
uterine cancer KRAS_12-61 TET2 Any deletion 280 71 -0.77 -1.57 -0.09 1170.07 1.00 1497 274 65 6 TRUE 1.35
ovarian cancer KRAS_12-61 TET2 Any deletion 160 205 -1.25 -2.02 -0.59 1585.13 1.00 1264 154 199 6 TRUE 3.26
colorectal cancer KRAS_12-61 PDGFRB Any deletion 1590 114 -1.06 -1.52 -0.63 1334.05 1.00 2393 1569 93 21 TRUE 5.48
cancer of unknown primary KRAS_12-61 PDGFRB Any deletion 277 59 -0.90 -1.61 -0.23 1542.87 1.00 1088 271 53 6 TRUE 1.91
non-small cell lung cancer KRAS_12-61 PDGFRB Any deletion 1891 176 -0.89 -1.28 -0.53 1510.45 1.00 4414 1864 149 27 TRUE 5.12
ovarian cancer KRAS_12-61 PDGFRB Any deletion 160 86 -1.08 -1.96 -0.27 1555.88 1.00 1380 157 83 3 TRUE 1.93
ovarian cancer KRAS_12-61 CARD11 Any deletion 160 103 -2.88 -5.78 -1.06 1525.30 1.00 1361 159 102 1 FALSE 1.81
non-small cell lung cancer KRAS_12-61 DNMT3A Any deletion 1891 53 -0.89 -1.72 -0.20 1052.70 1.01 4510 1883 45 8 TRUE 1.74
colorectal cancer KRAS_12-61 MAX Any deletion 1137 110 -0.34 -0.75 0.06 1338.12 1.00 1713 1102 75 35 FALSE 0.95
colorectal cancer KRAS_12-61 SOX9 Any deletion 1563 95 0.28 -0.13 0.68 1382.78 1.00 2393 1519 51 44 FALSE 0.74
ovarian cancer KRAS_12-61 SOX9 Any deletion 157 72 -0.62 -1.60 0.28 1431.53 1.00 1365 153 68 4 FALSE 0.68
ovarian cancer KRAS_12-61 ETV1 Any deletion 160 101 -2.80 -5.31 -1.12 1585.65 1.00 1363 159 100 1 TRUE 1.98
colorectal cancer KRAS_12-61 JAK2 Any deletion 1598 89 -0.40 -0.83 0.03 1571.62 1.00 2433 1571 62 27 TRUE 1.14
cancer of unknown primary KRAS_12-61 JAK2 Any deletion 278 119 0.17 -0.27 0.63 1359.23 1.00 1049 251 92 27 TRUE 0.35
non-small cell lung cancer KRAS_12-61 JAK2 Any deletion 1916 355 -0.34 -0.61 -0.09 1551.57 1.00 4332 1834 273 82 TRUE 2.11
pancreatic cancer KRAS_12-61 JAK2 Any deletion 1578 106 0.28 -0.15 0.76 1557.70 1.00 505 1493 21 85 TRUE 0.65
uterine cancer KRAS_12-61 JAK2 Any deletion 280 62 -0.50 -1.28 0.19 1641.42 1.00 1509 274 56 6 TRUE 0.74
ovarian cancer KRAS_12-61 JAK2 Any deletion 160 123 -0.06 -0.73 0.51 1416.83 1.00 1352 148 111 12 TRUE 0.08
colorectal cancer KRAS_12-61 SMAD2 Any deletion 1589 776 0.05 -0.12 0.20 1607.36 1.00 2019 1279 466 310 TRUE 0.27
cancer of unknown primary KRAS_12-61 SMAD2 Any deletion 277 117 0.10 -0.32 0.52 1406.13 1.00 1047 252 92 25 TRUE 0.18
non-small cell lung cancer KRAS_12-61 SMAD2 Any deletion 1891 363 -0.32 -0.57 -0.08 1523.11 1.00 4277 1806 278 85 TRUE 1.97
pancreatic cancer KRAS_12-61 SMAD2 Any deletion 1573 174 0.36 0.02 0.76 1478.31 1.00 492 1432 33 141 TRUE 1.30
uterine cancer KRAS_12-61 SMAD2 Any deletion 280 58 -0.30 -1.12 0.38 1346.44 1.00 1513 273 51 7 TRUE 0.37
ovarian cancer KRAS_12-61 SMAD2 Any deletion 160 164 -0.44 -1.09 0.15 1317.58 1.00 1310 149 153 11 TRUE 0.80
colorectal cancer KRAS_12-61 FGFR1 Any deletion 1598 321 0.00 -0.23 0.22 1259.02 1.00 2299 1473 196 125 TRUE 0.01
cancer of unknown primary KRAS_12-61 FGFR1 Any deletion 278 85 0.15 -0.38 0.64 1644.44 1.00 1075 259 66 19 TRUE 0.24
non-small cell lung cancer KRAS_12-61 FGFR1 Any deletion 1916 363 -0.10 -0.35 0.14 1405.59 1.00 4342 1816 263 100 TRUE 0.39
pancreatic cancer KRAS_12-61 FGFR1 Any deletion 1578 70 0.45 -0.12 1.05 1388.34 1.00 515 1519 11 59 TRUE 0.87
uterine cancer KRAS_12-61 FGFR1 Any deletion 280 76 -0.53 -1.26 0.09 1556.18 1.00 1496 273 69 7 TRUE 0.87
ovarian cancer KRAS_12-61 FGFR1 Any deletion 160 143 -0.50 -1.19 0.13 1378.02 1.00 1329 151 134 9 TRUE 0.89
colorectal cancer KRAS_12-61 MITF Any deletion 1589 74 0.05 -0.41 0.49 1464.26 1.00 2442 1558 43 31 FALSE 0.09
cancer of unknown primary KRAS_12-61 MITF Any deletion 277 136 -0.64 -1.17 -0.14 1645.65 1.00 1019 261 120 16 FALSE 1.71
non-small cell lung cancer KRAS_12-61 MITF Any deletion 1891 311 -0.37 -0.66 -0.11 1573.40 1.00 4314 1821 241 70 FALSE 2.14
pancreatic cancer KRAS_12-61 MITF Any deletion 1573 70 -0.68 -1.14 -0.23 1449.47 1.00 497 1531 28 42 FALSE 2.34
ovarian cancer KRAS_12-61 MITF Any deletion 160 70 -0.62 -1.65 0.20 1576.74 1.00 1397 156 66 4 FALSE 0.74
hepatobiliary cancer KRAS_12-61 MITF Any deletion 111 53 0.43 -0.31 1.14 1253.12 1.00 920 102 44 9 FALSE 0.59
colorectal cancer KRAS_12-61 SH2B3 Any deletion 1508 61 -0.37 -0.92 0.16 1438.26 1.00 2316 1488 41 20 FALSE 0.75
non-small cell lung cancer KRAS_12-61 SH2B3 Any deletion 1811 103 -1.03 -1.60 -0.50 1116.03 1.00 4170 1797 89 14 FALSE 3.65
ovarian cancer KRAS_12-61 SH2B3 Any deletion 150 70 -1.63 -3.30 -0.49 1381.37 1.00 1311 149 69 1 FALSE 1.63
non-small cell lung cancer KRAS_12-61 GLI1 Any deletion 1802 55 -1.80 -2.98 -0.87 979.72 1.00 4179 1798 51 4 FALSE 3.00
colorectal cancer KRAS_12-61 MGA Any deletion 1055 120 -0.41 -0.81 -0.03 1589.60 1.00 1575 1019 84 36 FALSE 1.45
non-small cell lung cancer KRAS_12-61 MGA Any deletion 1230 118 -0.01 -0.40 0.38 1032.72 1.00 2823 1194 82 36 FALSE 0.01
ovarian cancer KRAS_12-61 MGA Any deletion 75 66 -0.68 -1.70 0.23 1290.34 1.00 720 72 63 3 FALSE 0.75
colorectal cancer KRAS_12-61 TCF3 Any deletion 1360 110 -0.71 -1.14 -0.29 1551.51 1.00 2082 1334 84 26 FALSE 2.97
cancer of unknown primary KRAS_12-61 TCF3 Any deletion 262 72 0.44 -0.08 0.93 1529.31 1.00 1001 241 51 21 FALSE 1.03
non-small cell lung cancer KRAS_12-61 TCF3 Any deletion 1762 337 -0.05 -0.30 0.18 1420.52 1.00 3853 1663 238 99 FALSE 0.15
pancreatic cancer KRAS_12-61 TCF3 Any deletion 1501 55 0.12 -0.47 0.78 1631.57 1.00 460 1457 11 44 FALSE 0.15
uterine cancer KRAS_12-61 TCF3 Any deletion 262 141 -1.02 -1.71 -0.43 1517.83 1.00 1292 253 132 9 FALSE 2.71
ovarian cancer KRAS_12-61 TCF3 Any deletion 139 300 -1.00 -1.61 -0.46 1481.41 1.00 1009 126 287 13 FALSE 3.32
colorectal cancer KRAS_12-61 TCF7L2 Any deletion 1360 147 0.23 -0.09 0.55 1517.61 1.00 2086 1293 80 67 FALSE 0.79
cancer of unknown primary KRAS_12-61 TCF7L2 Any deletion 262 68 -0.76 -1.47 -0.10 1534.47 1.00 988 255 61 7 FALSE 1.53
non-small cell lung cancer KRAS_12-61 TCF7L2 Any deletion 1762 177 -0.92 -1.33 -0.52 1445.25 1.00 3940 1736 151 26 FALSE 5.03
ovarian cancer KRAS_12-61 TCF7L2 Any deletion 139 60 -0.94 -2.02 -0.02 1606.20 1.00 1238 137 58 2 FALSE 1.17
non-small cell lung cancer KRAS_12-61 POLD1 Any deletion 1270 85 -0.63 -1.18 -0.06 685.08 1.00 2975 1254 69 16 TRUE 1.50
non-small cell lung cancer KRAS_12-61 EPHA7 Any deletion 1542 174 -0.02 -0.37 0.30 1431.72 1.00 3590 1491 123 51 FALSE 0.04
ovarian cancer KRAS_12-61 EPHA7 Any deletion 125 62 -0.48 -1.54 0.39 1483.61 1.00 1069 121 58 4 FALSE 0.49
ovarian cancer KRAS_12-61 SLX4 Any deletion 59 55 -0.70 -1.87 0.42 39.00 1.05 594 56 52 3 FALSE 0.64
colorectal cancer NRAS_12-61 TP53 Any deletion 172 616 0.41 0.04 0.77 1577.41 1.00 3341 136 580 36 TRUE 1.57
melanoma NRAS_12-61 TP53 Any deletion 378 88 1.02 0.59 1.42 1396.26 1.00 1151 338 48 40 TRUE 5.90
colorectal cancer NRAS_12-61 PDGFRA Any deletion 172 230 0.69 0.22 1.16 873.19 1.00 3709 154 212 18 TRUE 2.65
colorectal cancer NRAS_12-61 FBXW7 Any deletion 172 264 0.64 0.10 1.11 1586.81 1.00 3677 152 244 20 TRUE 1.97
melanoma NRAS_12-61 FBXW7 Any deletion 378 61 0.05 -0.56 0.61 1461.77 1.00 1153 363 46 15 TRUE 0.06
colorectal cancer NRAS_12-61 MAP3K1 Any deletion 172 198 0.62 0.05 1.13 733.45 1.00 3719 157 183 15 FALSE 1.56
colorectal cancer NRAS_12-61 NSD1 Any deletion 139 83 1.01 0.22 1.68 1087.80 1.00 3049 130 74 9 FALSE 2.22
colorectal cancer NRAS_12-61 FLT4 Any deletion 172 149 0.78 0.16 1.33 810.30 1.00 3766 159 136 13 TRUE 2.00
melanoma NRAS_12-61 PTPRD Any deletion 295 82 0.13 -0.44 0.62 1395.81 1.00 916 274 61 21 FALSE 0.20
colorectal cancer NRAS_12-61 RET Any deletion 172 79 -0.61 -2.23 0.54 1464.50 1.00 3844 170 77 2 TRUE 0.42
melanoma NRAS_12-61 RET Any deletion 378 101 0.13 -0.34 0.57 1512.27 1.00 1125 351 74 27 TRUE 0.23
colorectal cancer NRAS_12-61 SMARCA4 Any deletion 172 59 -0.45 -2.20 0.82 691.36 1.00 3847 170 57 2 FALSE 0.25
colorectal cancer NRAS_12-61 BLM Any deletion 172 159 0.13 -0.67 0.84 1265.94 1.00 3751 164 151 8 TRUE 0.13
colorectal cancer NRAS_12-61 ESR1 Any deletion 172 57 0.14 -1.07 1.17 1582.02 1.00 3850 169 54 3 TRUE 0.09
melanoma NRAS_12-61 ESR1 Any deletion 378 136 0.51 0.13 0.88 1491.34 1.00 1106 333 91 45 TRUE 2.06
colorectal cancer NRAS_12-61 RNF43 Any deletion 139 53 1.03 0.13 1.78 1132.04 1.00 3078 133 47 6 TRUE 2.16
colorectal cancer NRAS_12-61 BAP1 Any deletion 172 95 -0.50 -2.04 0.62 729.51 1.00 3812 169 92 3 TRUE 0.35
colorectal cancer NRAS_12-61 PTEN Any deletion 172 247 -0.19 -0.91 0.46 1374.39 1.00 3683 163 238 9 TRUE 0.24
melanoma NRAS_12-61 PTEN Any deletion 378 146 0.04 -0.38 0.43 1457.22 1.00 1089 342 110 36 TRUE 0.06
colorectal cancer NRAS_12-61 CTNNB1 Any deletion 172 91 -0.40 -1.05 0.76 2.46 1.55 3834 168 87 4 TRUE 0.28
colorectal cancer NRAS_12-61 ARID1A Any deletion 172 315 0.26 -0.27 0.73 1019.74 1.00 3606 155 298 17 TRUE 0.51
colorectal cancer NRAS_12-61 PIK3R1 Any deletion 172 243 0.40 -0.19 0.92 1470.72 1.00 3676 157 228 15 TRUE 0.80
colorectal cancer NRAS_12-61 FAT1 Any deletion 135 169 0.73 0.12 1.29 1087.82 1.00 2905 121 155 14 FALSE 1.84
colorectal cancer NRAS_12-61 FGFR4 Any deletion 172 131 0.92 0.28 1.51 1373.31 1.00 3786 159 118 13 TRUE 2.45
colorectal cancer NRAS_12-61 ABL1 Any deletion 172 53 -0.16 -1.66 0.98 1536.09 1.00 3868 170 51 2 TRUE 0.09
melanoma NRAS_12-61 ABL1 Any deletion 378 72 0.72 0.24 1.22 1287.43 1.00 1150 350 44 28 TRUE 2.37
colorectal cancer NRAS_12-61 NOTCH2 Any deletion 172 134 -0.57 -1.70 0.49 69.34 1.05 3774 168 130 4 TRUE 0.45
colorectal cancer NRAS_12-61 KMT2A Any deletion 172 100 0.76 0.03 1.40 1617.89 1.00 3811 163 91 9 FALSE 1.44
melanoma NRAS_12-61 KMT2A Any deletion 378 111 0.46 0.04 0.87 1444.77 1.00 1116 342 75 36 FALSE 1.49
colorectal cancer NRAS_12-61 FGFR3 Any deletion 172 235 0.65 0.13 1.15 1324.23 1.00 3704 154 217 18 TRUE 1.92
colorectal cancer NRAS_12-61 IGF1R Any deletion 172 163 0.26 -0.55 0.97 1137.70 1.00 3750 163 154 9 TRUE 0.30
colorectal cancer NRAS_12-61 CDKN2A Any deletion 172 119 -0.07 -1.02 0.75 1594.89 1.00 3807 167 114 5 TRUE 0.06
melanoma NRAS_12-61 CDKN2A Any deletion 378 468 0.50 0.25 0.75 1531.23 1.00 874 235 325 143 TRUE 4.10
colorectal cancer NRAS_12-61 FANCA Any deletion 172 54 0.74 -0.20 1.58 1098.40 1.00 3855 167 49 5 TRUE 0.98
melanoma NRAS_12-61 FANCA Any deletion 378 84 0.50 0.02 0.92 1536.73 1.00 1140 350 56 28 TRUE 1.52
colorectal cancer NRAS_12-61 SMAD4 Any deletion 172 872 0.31 -0.04 0.64 1254.42 1.00 3095 126 826 46 TRUE 1.09
colorectal cancer NRAS_12-61 ATM Any deletion 172 133 0.48 -0.24 1.10 1444.48 1.00 3797 163 124 9 TRUE 0.78
melanoma NRAS_12-61 ATM Any deletion 378 103 0.49 0.04 0.90 1546.92 1.00 1130 344 69 34 TRUE 1.55
colorectal cancer NRAS_12-61 MAP2K1 Any deletion 172 186 0.22 -0.47 0.85 1122.25 1.00 3728 162 176 10 TRUE 0.29
colorectal cancer NRAS_12-61 TSC2 Any deletion 172 59 0.04 -1.38 1.09 1453.30 1.00 3848 169 56 3 TRUE 0.02
colorectal cancer NRAS_12-61 APC Any deletion 172 266 0.52 -0.04 0.99 1437.68 1.00 3671 154 248 18 TRUE 1.34
colorectal cancer NRAS_12-61 ERBB2 Any deletion 172 80 1.51 0.87 2.12 806.91 1.00 3854 159 67 13 TRUE 5.56
colorectal cancer NRAS_12-61 JAK1 Any deletion 139 103 0.44 -0.43 1.15 1314.32 1.00 3029 132 96 7 TRUE 0.54
colorectal cancer NRAS_12-61 MTOR Any deletion 172 256 0.08 -0.51 0.63 1436.41 1.00 3660 160 244 12 TRUE 0.10
melanoma NRAS_12-61 NOTCH1 Any deletion 378 59 0.87 0.34 1.38 269.00 1.01 1165 353 34 25 TRUE 2.70
colorectal cancer NRAS_12-61 SETD2 Any deletion 172 106 -0.59 -2.00 0.54 1404.57 1.00 3801 169 103 3 FALSE 0.43
colorectal cancer NRAS_12-61 PBRM1 Any deletion 165 90 -0.39 -1.83 0.68 1170.80 1.00 3658 162 87 3 TRUE 0.27
colorectal cancer NRAS_12-61 KIT Any deletion 172 228 0.62 0.05 1.11 1428.69 1.00 3710 155 211 17 TRUE 1.70
colorectal cancer NRAS_12-61 KDR Any deletion 172 228 0.62 0.08 1.11 1472.05 1.00 3710 155 211 17 TRUE 1.72
colorectal cancer NRAS_12-61 RAD50 Any deletion 139 110 0.56 -0.22 1.25 1231.64 1.00 3023 131 102 8 FALSE 0.85
melanoma NRAS_12-61 PTCH1 Any deletion 378 77 0.62 0.12 1.09 1376.92 1.00 1148 350 49 28 TRUE 1.93
colorectal cancer NRAS_12-61 TET1 Any deletion 119 68 -0.01 -1.31 1.00 1475.43 1.00 2739 116 65 3 FALSE 0.01
melanoma NRAS_12-61 TET1 Any deletion 277 52 0.24 -0.40 0.86 1542.78 1.00 830 262 37 15 FALSE 0.35
colorectal cancer NRAS_12-61 FGFR2 Any deletion 172 125 -0.34 -1.36 0.55 1493.07 1.00 3800 168 121 4 TRUE 0.30
melanoma NRAS_12-61 FGFR2 Any deletion 378 101 0.14 -0.34 0.58 1448.49 1.00 1125 351 74 27 TRUE 0.27
colorectal cancer NRAS_12-61 DICER1 Any deletion 168 220 0.04 -0.66 0.67 1550.30 1.00 3629 158 210 10 TRUE 0.05
colorectal cancer NRAS_12-61 NTRK3 Any deletion 172 175 0.04 -0.77 0.70 1025.91 1.00 3737 164 167 8 FALSE 0.04
melanoma NRAS_12-61 CDH1 Any deletion 378 64 0.30 -0.26 0.84 1444.26 1.00 1149 359 45 19 TRUE 0.53
colorectal cancer NRAS_12-61 EP300 Any deletion 172 236 0.07 -0.61 0.66 877.55 1.00 3677 161 225 11 TRUE 0.09
melanoma NRAS_12-61 GNAQ Any deletion 378 79 0.64 0.17 1.11 1308.43 1.00 1149 349 50 29 TRUE 2.09
colorectal cancer NRAS_12-61 BRCA1 Any deletion 172 95 1.40 0.77 1.97 1021.69 1.00 3823 158 81 14 TRUE 5.15
colorectal cancer NRAS_12-61 TSC1 Any deletion 172 54 -0.76 -2.75 0.67 1416.70 1.00 3851 171 53 1 TRUE 0.38
melanoma NRAS_12-61 TSC1 Any deletion 378 71 0.80 0.31 1.31 1422.85 1.00 1155 349 42 29 TRUE 2.86
colorectal cancer NRAS_12-61 FLCN Any deletion 168 589 0.48 0.10 0.85 1602.85 1.00 3286 132 553 36 TRUE 1.89
melanoma NRAS_12-61 FLCN Any deletion 372 74 0.83 0.33 1.29 1543.48 1.00 1115 341 43 31 TRUE 3.24
colorectal cancer NRAS_12-61 NF1 Any deletion 172 105 1.23 0.63 1.75 1396.98 1.00 3813 158 91 14 TRUE 4.53
melanoma NRAS_12-61 NF1 Any deletion 378 78 -0.55 -1.18 0.06 1471.08 1.00 1131 366 66 12 TRUE 1.08
colorectal cancer NRAS_12-61 RASA1 Any deletion 119 150 0.39 -0.44 1.09 1415.29 1.00 2663 110 141 9 FALSE 0.53
colorectal cancer NRAS_12-61 EPHA5 Any deletion 137 119 -0.31 -1.55 0.61 1282.72 1.00 3136 133 115 4 FALSE 0.25
colorectal cancer NRAS_12-61 MLH1 Any deletion 172 89 -0.42 -1.80 0.69 1464.50 1.00 3835 169 86 3 TRUE 0.29
colorectal cancer NRAS_12-61 ROS1 Any deletion 172 73 -0.07 -1.32 0.92 1546.85 1.00 3834 169 70 3 TRUE 0.05
melanoma NRAS_12-61 ROS1 Any deletion 378 130 0.60 0.23 0.97 1471.79 1.00 1110 332 84 46 TRUE 2.73
colorectal cancer NRAS_12-61 AXL Any deletion 172 51 -0.31 -2.16 1.04 761.41 1.01 3855 170 49 2 FALSE 0.15
colorectal cancer NRAS_12-61 MAP2K4 Any deletion 172 602 0.47 0.10 0.82 1487.84 1.00 3339 135 565 37 TRUE 1.92
melanoma NRAS_12-61 MAP2K4 Any deletion 378 77 0.73 0.26 1.17 1485.35 1.00 1149 348 47 30 TRUE 2.64
colorectal cancer NRAS_12-61 ARID1B Any deletion 171 62 0.02 -1.30 1.06 1540.40 1.00 3798 168 59 3 TRUE 0.01
melanoma NRAS_12-61 ARID1B Any deletion 372 144 0.49 0.10 0.85 1539.95 1.00 1062 324 96 48 TRUE 2.00
colorectal cancer NRAS_12-61 GNA11 Any deletion 172 94 0.57 -0.34 1.34 1474.54 1.00 3834 165 87 7 TRUE 0.76
colorectal cancer NRAS_12-61 ERG Any deletion 165 106 0.42 -0.52 1.19 1230.09 1.00 3646 158 99 7 FALSE 0.49
colorectal cancer NRAS_12-61 B2M Any deletion 152 210 0.32 -0.30 0.87 1461.78 1.00 3385 140 198 12 FALSE 0.54
melanoma NRAS_12-61 B2M Any deletion 332 70 0.06 -0.50 0.56 1582.09 1.00 970 314 52 18 FALSE 0.08
colorectal cancer NRAS_12-61 TET2 Any deletion 172 261 0.64 0.16 1.10 1261.74 1.00 3661 152 241 20 TRUE 2.10
melanoma NRAS_12-61 TET2 Any deletion 378 58 0.10 -0.50 0.67 1387.75 1.00 1149 363 43 15 TRUE 0.13
colorectal cancer NRAS_12-61 PDGFRB Any deletion 172 114 0.98 0.34 1.56 1065.78 1.00 3802 160 102 12 TRUE 2.69
colorectal cancer NRAS_12-61 SOX9 Any deletion 168 95 1.22 0.56 1.85 1207.21 1.00 3756 156 83 12 FALSE 3.76
colorectal cancer NRAS_12-61 CBL Any deletion 172 99 0.64 -0.15 1.34 1230.88 1.00 3813 164 91 8 TRUE 1.02
melanoma NRAS_12-61 CBL Any deletion 378 109 0.43 0.03 0.83 1297.48 1.00 1123 343 74 35 TRUE 1.37
colorectal cancer NRAS_12-61 SMAD2 Any deletion 172 776 0.35 -0.03 0.69 974.40 1.00 3169 129 733 43 TRUE 1.27
colorectal cancer NRAS_12-61 FGFR1 Any deletion 172 321 0.31 -0.18 0.77 1541.67 1.00 3618 154 303 18 TRUE 0.70
melanoma NRAS_12-61 FGFR1 Any deletion 378 83 0.50 0.04 0.96 1388.05 1.00 1144 350 55 28 TRUE 1.44
colorectal cancer NRAS_12-61 MITF Any deletion 172 74 -0.21 -1.55 0.86 1419.94 1.00 3831 169 71 3 FALSE 0.13
colorectal cancer NRAS_12-61 SH2B3 Any deletion 168 61 -0.02 -1.43 1.01 1254.48 1.00 3639 165 58 3 FALSE 0.01
colorectal cancer NRAS_12-61 MGA Any deletion 115 120 0.44 -0.40 1.17 1408.27 1.00 2487 107 112 8 FALSE 0.58
colorectal cancer NRAS_12-61 TCF3 Any deletion 148 110 0.56 -0.22 1.21 1236.37 1.00 3276 140 102 8 FALSE 0.89
colorectal cancer NRAS_12-61 TCF7L2 Any deletion 148 147 -0.07 -0.95 0.66 1584.77 1.00 3237 142 141 6 FALSE 0.06
melanoma NRAS_12-61 TCF7L2 Any deletion 321 93 0.21 -0.27 0.66 1408.19 1.00 902 294 66 27 FALSE 0.42
melanoma NRAS_12-61 EPHA7 Any deletion 298 69 0.46 -0.08 0.98 1361.50 1.00 901 275 46 23 FALSE 1.05
colorectal cancer RAS_12 TP53 Any deletion 1267 616 0.04 -0.14 0.22 1374.17 1.00 2405 1072 421 195 TRUE 0.18
cancer of unknown primary RAS_12 TP53 Any deletion 239 135 -0.08 -0.53 0.38 1325.33 1.00 1067 217 113 22 TRUE 0.13
non-small cell lung cancer RAS_12 TP53 Any deletion 1692 496 -0.18 -0.40 0.04 1507.94 1.00 4447 1578 382 114 TRUE 0.95
pancreatic cancer RAS_12 TP53 Any deletion 1440 138 0.63 0.23 1.08 1613.23 1.00 638 1328 26 112 TRUE 2.55
uterine cancer RAS_12 TP53 Any deletion 243 134 -1.07 -1.88 -0.40 1508.77 1.00 1474 237 128 6 TRUE 2.35
ovarian cancer RAS_12 TP53 Any deletion 149 227 -0.50 -1.02 0.00 1485.97 1.00 1261 135 213 14 TRUE 1.17
non-small cell lung cancer RAS_12 ATR Any deletion 1198 54 0.09 -0.51 0.68 1173.81 1.00 3499 1183 39 15 FALSE 0.11
colorectal cancer RAS_12 PDGFRA Any deletion 1267 230 -0.04 -0.32 0.22 1438.57 1.00 2666 1197 160 70 TRUE 0.12
cancer of unknown primary RAS_12 PDGFRA Any deletion 239 60 -0.61 -1.40 0.07 1336.73 1.00 1126 233 54 6 TRUE 0.99
non-small cell lung cancer RAS_12 PDGFRA Any deletion 1692 94 -0.52 -1.05 -0.03 1448.72 1.00 4752 1675 77 17 TRUE 1.35
ovarian cancer RAS_12 PDGFRA Any deletion 149 118 -0.64 -1.39 0.01 1600.23 1.00 1362 143 112 6 TRUE 1.10
colorectal cancer RAS_12 FBXW7 Any deletion 1267 264 -0.10 -0.38 0.18 1543.69 1.00 2640 1189 186 78 TRUE 0.33
cancer of unknown primary RAS_12 FBXW7 Any deletion 239 92 -0.68 -1.33 -0.10 1193.93 1.00 1097 230 83 9 TRUE 1.44
non-small cell lung cancer RAS_12 FBXW7 Any deletion 1692 145 -0.65 -1.08 -0.25 1387.74 1.00 4707 1669 122 23 TRUE 2.56
uterine cancer RAS_12 FBXW7 Any deletion 243 73 -0.62 -1.44 0.07 1394.68 1.00 1535 237 67 6 TRUE 1.01
ovarian cancer RAS_12 FBXW7 Any deletion 149 199 -1.11 -1.88 -0.50 1396.91 1.00 1281 143 193 6 TRUE 2.89
colorectal cancer RAS_12 MAP3K1 Any deletion 1262 198 -0.41 -0.74 -0.10 1508.39 1.00 2662 1214 150 48 FALSE 1.88
cancer of unknown primary RAS_12 MAP3K1 Any deletion 238 80 -0.44 -1.04 0.12 1518.81 1.00 1108 227 69 11 FALSE 0.83
non-small cell lung cancer RAS_12 MAP3K1 Any deletion 1667 218 -0.90 -1.30 -0.53 1541.99 1.00 4589 1639 190 28 FALSE 5.66
uterine cancer RAS_12 MAP3K1 Any deletion 243 61 -1.25 -2.37 -0.41 1420.62 1.00 1540 241 59 2 FALSE 1.97
ovarian cancer RAS_12 MAP3K1 Any deletion 149 164 -1.58 -2.57 -0.77 1485.13 1.00 1312 147 162 2 FALSE 3.06
colorectal cancer RAS_12 NSD1 Any deletion 1022 83 -0.75 -1.31 -0.27 1436.70 1.00 2171 1008 69 14 FALSE 2.28
non-small cell lung cancer RAS_12 NSD1 Any deletion 1197 69 -0.43 -1.00 0.12 1451.18 1.00 3476 1183 55 14 FALSE 0.89
colorectal cancer RAS_12 FLT4 Any deletion 1262 149 -0.51 -0.87 -0.14 1368.13 1.00 2696 1229 116 33 TRUE 2.15
cancer of unknown primary RAS_12 FLT4 Any deletion 238 61 -0.91 -1.70 -0.24 1341.27 1.00 1120 234 57 4 TRUE 1.75
non-small cell lung cancer RAS_12 FLT4 Any deletion 1667 162 -0.61 -1.01 -0.23 1193.33 1.00 4644 1640 135 27 TRUE 2.65
ovarian cancer RAS_12 FLT4 Any deletion 149 80 -0.72 -1.57 0.05 1532.34 1.00 1398 145 76 4 TRUE 1.13
non-small cell lung cancer RAS_12 PTPRD Any deletion 1304 202 -0.36 -0.74 -0.02 1457.16 1.00 3665 1264 162 40 FALSE 1.34
ovarian cancer RAS_12 PTPRD Any deletion 102 64 -1.04 -2.41 -0.04 1361.50 1.00 962 100 62 2 FALSE 1.06
colorectal cancer RAS_12 RET Any deletion 1267 79 -0.06 -0.52 0.42 1210.11 1.00 2773 1241 53 26 TRUE 0.10
non-small cell lung cancer RAS_12 RET Any deletion 1692 113 -0.62 -1.18 -0.17 1360.97 1.00 4732 1676 97 16 TRUE 1.73
non-small cell lung cancer RAS_12 KDM5A Any deletion 1197 63 0.66 0.14 1.17 1481.42 1.00 3493 1172 38 25 FALSE 1.94
colorectal cancer RAS_12 TSHR Any deletion 1022 116 -0.14 -0.57 0.26 1353.15 1.00 2156 990 84 32 TRUE 0.29
non-small cell lung cancer RAS_12 TSHR Any deletion 1197 54 0.54 -0.01 1.06 1444.18 1.00 3498 1176 33 21 TRUE 1.31
cancer of unknown primary RAS_12 CREBBP Any deletion 238 51 -0.90 -1.87 -0.06 1508.38 1.00 1133 234 47 4 TRUE 1.28
non-small cell lung cancer RAS_12 CREBBP Any deletion 1668 67 -0.48 -1.10 0.07 1355.12 1.00 4732 1655 54 13 TRUE 0.92
ovarian cancer RAS_12 CREBBP Any deletion 149 116 -0.88 -1.74 -0.13 1749.94 1.00 1363 144 111 5 TRUE 1.46
colorectal cancer RAS_12 BRIP1 Any deletion 1262 103 0.37 -0.03 0.76 1377.46 1.00 2750 1221 62 41 TRUE 1.18
ovarian cancer RAS_12 BRIP1 Any deletion 149 83 -0.26 -1.17 0.49 1390.17 1.00 1397 143 77 6 TRUE 0.27
colorectal cancer RAS_12 SMARCA4 Any deletion 1263 59 -0.36 -0.93 0.15 1426.05 1.00 2768 1249 45 14 FALSE 0.72
cancer of unknown primary RAS_12 SMARCA4 Any deletion 238 63 0.09 -0.50 0.64 1509.29 1.00 1128 226 51 12 FALSE 0.12
non-small cell lung cancer RAS_12 SMARCA4 Any deletion 1668 309 0.16 -0.08 0.41 1577.54 1.00 4567 1578 219 90 FALSE 0.71
uterine cancer RAS_12 SMARCA4 Any deletion 243 55 -0.22 -0.96 0.43 1369.28 1.00 1551 237 49 6 FALSE 0.26
ovarian cancer RAS_12 SMARCA4 Any deletion 149 82 -0.11 -0.79 0.56 1484.15 1.00 1399 142 75 7 FALSE 0.12
colorectal cancer RAS_12 BLM Any deletion 1262 159 -0.19 -0.54 0.14 1523.21 1.00 2697 1218 115 44 TRUE 0.55
non-small cell lung cancer RAS_12 BLM Any deletion 1667 143 -0.24 -0.62 0.13 1695.21 1.00 4668 1635 111 32 TRUE 0.66
uterine cancer RAS_12 BLM Any deletion 243 53 -0.69 -1.62 0.06 1506.78 1.00 1549 240 50 3 TRUE 0.99
ovarian cancer RAS_12 BLM Any deletion 149 72 -0.38 -1.19 0.31 1334.98 1.00 1407 144 67 5 TRUE 0.51
non-small cell lung cancer RAS_12 PIK3CA Any deletion 1692 111 0.31 -0.10 0.70 1425.28 1.00 4754 1656 75 36 TRUE 0.89
colorectal cancer RAS_12 GATA3 Any deletion 1262 82 -0.23 -0.66 0.24 1177.23 1.00 2754 1238 58 24 FALSE 0.50
non-small cell lung cancer RAS_12 GATA3 Any deletion 1667 140 -0.44 -0.86 -0.08 1482.97 1.00 4663 1643 116 24 FALSE 1.55
colorectal cancer RAS_12 ESR1 Any deletion 1263 57 0.25 -0.29 0.76 1308.71 1.00 2778 1241 35 22 TRUE 0.46
cancer of unknown primary RAS_12 ESR1 Any deletion 239 73 -0.38 -1.08 0.26 1421.16 1.00 1116 230 64 9 TRUE 0.55
non-small cell lung cancer RAS_12 ESR1 Any deletion 1668 249 0.19 -0.08 0.44 1334.32 1.00 4611 1594 175 74 TRUE 0.78
pancreatic cancer RAS_12 ESR1 Any deletion 1440 91 -0.01 -0.42 0.45 1561.32 1.00 635 1378 29 62 TRUE 0.01
ovarian cancer RAS_12 ESR1 Any deletion 149 119 -0.33 -1.01 0.28 1226.40 1.00 1363 141 111 8 TRUE 0.48
colorectal cancer RAS_12 RNF43 Any deletion 1023 53 -0.16 -0.77 0.41 1415.96 1.00 2203 1008 38 15 TRUE 0.23
colorectal cancer RAS_12 U2AF1 Any deletion 1242 127 -0.42 -0.83 -0.03 1594.62 1.00 2669 1213 98 29 FALSE 1.41
non-small cell lung cancer RAS_12 U2AF1 Any deletion 1659 97 0.00 -0.44 0.44 1465.73 1.00 4686 1633 71 26 FALSE 0.00
pancreatic cancer RAS_12 U2AF1 Any deletion 1435 58 -0.21 -0.71 0.36 1416.02 1.00 638 1398 21 37 FALSE 0.37
ovarian cancer RAS_12 U2AF1 Any deletion 146 57 -0.60 -1.60 0.33 1784.78 1.00 1390 143 54 3 FALSE 0.65
colorectal cancer RAS_12 BAP1 Any deletion 1263 95 0.33 -0.09 0.74 1506.63 1.00 2756 1225 57 38 TRUE 0.93
cancer of unknown primary RAS_12 BAP1 Any deletion 239 138 -0.50 -1.03 0.02 1422.13 1.00 1058 223 122 16 TRUE 1.17
non-small cell lung cancer RAS_12 BAP1 Any deletion 1668 348 -0.30 -0.58 -0.05 1553.03 1.00 4511 1595 275 73 TRUE 1.55
pancreatic cancer RAS_12 BAP1 Any deletion 1440 81 -0.66 -1.08 -0.21 1537.13 1.00 626 1397 38 43 TRUE 2.47
ovarian cancer RAS_12 BAP1 Any deletion 149 87 -1.59 -2.98 -0.48 1477.12 1.00 1388 148 86 1 TRUE 1.92
colorectal cancer RAS_12 PTEN Any deletion 1267 247 0.19 -0.08 0.46 1463.30 1.00 2668 1178 158 89 TRUE 0.77
cancer of unknown primary RAS_12 PTEN Any deletion 239 88 -0.64 -1.32 -0.06 1468.94 1.00 1101 230 79 9 TRUE 1.33
non-small cell lung cancer RAS_12 PTEN Any deletion 1692 227 -0.92 -1.31 -0.54 1566.77 1.00 4630 1664 199 28 TRUE 5.84
uterine cancer RAS_12 PTEN Any deletion 243 93 -1.17 -2.01 -0.46 1416.03 1.00 1512 240 90 3 TRUE 2.49
ovarian cancer RAS_12 PTEN Any deletion 149 97 -0.82 -1.64 -0.11 1436.12 1.00 1381 145 93 4 TRUE 1.49
colorectal cancer RAS_12 CTNNB1 Any deletion 1267 91 0.40 -0.02 0.82 1510.90 1.00 2773 1229 53 38 TRUE 1.16
cancer of unknown primary RAS_12 CTNNB1 Any deletion 239 124 -0.60 -1.20 -0.08 1429.33 1.00 1069 226 111 13 TRUE 1.37
non-small cell lung cancer RAS_12 CTNNB1 Any deletion 1692 323 -0.30 -0.58 -0.05 1381.59 1.00 4574 1624 255 68 TRUE 1.57
pancreatic cancer RAS_12 CTNNB1 Any deletion 1440 65 -0.86 -1.37 -0.41 1511.37 1.00 630 1409 34 31 TRUE 3.51
ovarian cancer RAS_12 CTNNB1 Any deletion 149 70 -1.41 -2.76 -0.30 1161.06 1.01 1405 148 69 1 TRUE 1.55
colorectal cancer RAS_12 ARID1A Any deletion 1263 315 0.14 -0.10 0.38 1409.51 1.00 2604 1157 209 106 TRUE 0.58
cancer of unknown primary RAS_12 ARID1A Any deletion 238 94 0.17 -0.35 0.69 1218.65 1.00 1104 220 76 18 TRUE 0.28
non-small cell lung cancer RAS_12 ARID1A Any deletion 1668 173 0.30 -0.01 0.63 1484.05 1.00 4669 1612 117 56 TRUE 1.21
pancreatic cancer RAS_12 ARID1A Any deletion 1440 102 -0.10 -0.49 0.31 1643.50 1.00 629 1373 35 67 TRUE 0.21
uterine cancer RAS_12 ARID1A Any deletion 243 73 0.14 -0.47 0.73 1354.02 1.00 1540 232 62 11 TRUE 0.19
ovarian cancer RAS_12 ARID1A Any deletion 149 146 0.62 0.15 1.10 1376.90 1.00 1351 126 123 23 TRUE 1.99
colorectal cancer RAS_12 PIK3R1 Any deletion 1263 243 -0.39 -0.70 -0.12 1538.82 1.00 2629 1204 184 59 TRUE 2.03
cancer of unknown primary RAS_12 PIK3R1 Any deletion 239 86 -0.41 -1.01 0.16 1643.23 1.00 1106 227 74 12 TRUE 0.75
non-small cell lung cancer RAS_12 PIK3R1 Any deletion 1668 241 -0.86 -1.22 -0.50 1432.56 1.00 4577 1636 209 32 TRUE 5.71
uterine cancer RAS_12 PIK3R1 Any deletion 243 65 -1.06 -1.99 -0.30 1189.07 1.00 1540 240 62 3 TRUE 1.85
ovarian cancer RAS_12 PIK3R1 Any deletion 149 196 -1.37 -2.18 -0.65 1625.86 1.00 1282 145 192 4 TRUE 3.44
colorectal cancer RAS_12 FAT1 Any deletion 1001 169 -0.30 -0.65 0.04 1464.45 1.00 2069 957 125 44 FALSE 1.05
cancer of unknown primary RAS_12 FAT1 Any deletion 184 74 -1.30 -2.28 -0.51 1629.47 1.00 871 181 71 3 FALSE 2.40
non-small cell lung cancer RAS_12 FAT1 Any deletion 1188 87 -0.30 -0.81 0.21 1591.61 1.00 3434 1169 68 19 FALSE 0.62
ovarian cancer RAS_12 FAT1 Any deletion 92 98 -0.89 -1.79 -0.11 1394.08 1.00 827 88 94 4 FALSE 1.39
colorectal cancer RAS_12 FGFR4 Any deletion 1263 131 -0.59 -1.03 -0.20 1487.52 1.00 2709 1236 104 27 TRUE 2.38
cancer of unknown primary RAS_12 FGFR4 Any deletion 239 55 -0.87 -1.68 -0.15 1713.35 1.00 1129 235 51 4 TRUE 1.51
non-small cell lung cancer RAS_12 FGFR4 Any deletion 1668 167 -0.63 -1.03 -0.27 1541.86 1.00 4646 1641 140 27 TRUE 2.85
ovarian cancer RAS_12 FGFR4 Any deletion 149 92 -0.67 -1.44 0.02 1214.73 1.00 1387 144 87 5 TRUE 1.13
non-small cell lung cancer RAS_12 CIC Any deletion 1197 55 -1.30 -2.25 -0.43 1157.43 1.00 3481 1192 50 5 TRUE 2.35
non-small cell lung cancer RAS_12 KDM6A Any deletion 1667 60 -0.34 -1.02 0.25 1296.75 1.00 4731 1655 48 12 FALSE 0.55
colorectal cancer RAS_12 ABL1 Any deletion 1266 53 -0.80 -1.48 -0.19 1470.80 1.00 2781 1257 44 9 TRUE 1.82
cancer of unknown primary RAS_12 ABL1 Any deletion 239 66 -0.60 -1.33 0.06 1400.35 1.00 1119 232 59 7 TRUE 1.01
non-small cell lung cancer RAS_12 ABL1 Any deletion 1691 166 -0.29 -0.64 0.07 1449.58 1.00 4692 1655 130 36 TRUE 0.91
uterine cancer RAS_12 ABL1 Any deletion 243 84 -0.71 -1.48 -0.01 1369.85 1.00 1523 237 78 6 TRUE 1.21
ovarian cancer RAS_12 ABL1 Any deletion 149 166 -0.54 -1.15 0.03 1368.56 1.00 1318 139 156 10 TRUE 1.11
colorectal cancer RAS_12 NOTCH2 Any deletion 1263 134 0.43 0.09 0.79 1403.78 1.00 2734 1208 79 55 TRUE 1.83
non-small cell lung cancer RAS_12 NOTCH2 Any deletion 1668 186 0.24 -0.08 0.55 1319.34 1.00 4658 1610 128 58 TRUE 0.89
pancreatic cancer RAS_12 NOTCH2 Any deletion 1440 52 -0.77 -1.32 -0.23 1574.18 1.00 637 1415 27 25 TRUE 2.21
non-small cell lung cancer RAS_12 SMO Any deletion 1692 80 -0.84 -1.58 -0.26 730.29 1.00 4760 1681 69 11 TRUE 1.96
colorectal cancer RAS_12 KMT2A Any deletion 1262 100 0.26 -0.17 0.68 1432.29 1.00 2750 1224 62 38 FALSE 0.64
cancer of unknown primary RAS_12 KMT2A Any deletion 238 100 -0.75 -1.47 -0.12 1564.42 1.00 1087 229 91 9 FALSE 1.55
non-small cell lung cancer RAS_12 KMT2A Any deletion 1667 136 -0.25 -0.65 0.14 1499.87 1.00 4673 1637 106 30 FALSE 0.66
pancreatic cancer RAS_12 KMT2A Any deletion 1435 51 -2.04 -2.70 -1.42 1331.09 1.00 622 1425 41 10 FALSE 9.20
uterine cancer RAS_12 KMT2A Any deletion 243 70 -0.93 -1.81 -0.14 1442.18 1.00 1535 239 66 4 FALSE 1.45
ovarian cancer RAS_12 KMT2A Any deletion 149 73 0.29 -0.44 0.94 1567.80 1.00 1411 139 63 10 FALSE 0.38
non-small cell lung cancer RAS_12 JAK3 Any deletion 1692 226 0.21 -0.07 0.48 1217.92 1.00 4671 1624 158 68 TRUE 0.80
cancer of unknown primary RAS_12 BRCA2 Any deletion 239 97 -0.68 -1.31 -0.14 1362.74 1.00 1093 229 87 10 TRUE 1.62
non-small cell lung cancer RAS_12 BRCA2 Any deletion 1668 341 -0.38 -0.65 -0.11 1430.46 1.00 4514 1599 272 69 TRUE 2.22
uterine cancer RAS_12 BRCA2 Any deletion 243 80 -1.08 -2.01 -0.36 1422.43 1.00 1525 240 77 3 TRUE 2.14
ovarian cancer RAS_12 BRCA2 Any deletion 149 159 -0.95 -1.66 -0.30 1477.42 1.00 1321 143 153 6 TRUE 2.24
non-small cell lung cancer RAS_12 NOTCH3 Any deletion 1198 103 0.33 -0.10 0.74 1445.37 1.00 3468 1165 70 33 TRUE 0.92
colorectal cancer RAS_12 FGFR3 Any deletion 1267 235 0.00 -0.29 0.28 1627.76 1.00 2665 1193 161 74 TRUE 0.01
cancer of unknown primary RAS_12 FGFR3 Any deletion 239 67 -0.53 -1.25 0.11 1509.96 1.00 1120 232 60 7 TRUE 0.91
non-small cell lung cancer RAS_12 FGFR3 Any deletion 1692 158 -0.46 -0.85 -0.09 1374.08 1.00 4700 1663 129 29 TRUE 1.80
ovarian cancer RAS_12 FGFR3 Any deletion 149 102 -0.50 -1.23 0.18 1421.30 1.00 1378 143 96 6 TRUE 0.78
colorectal cancer RAS_12 IGF1R Any deletion 1263 163 -0.25 -0.62 0.09 1457.52 1.00 2693 1220 120 43 TRUE 0.78
non-small cell lung cancer RAS_12 IGF1R Any deletion 1668 156 -0.13 -0.49 0.23 1246.70 1.00 4668 1630 118 38 TRUE 0.32
uterine cancer RAS_12 IGF1R Any deletion 243 54 -0.71 -1.65 0.04 1576.90 1.00 1551 240 51 3 TRUE 0.99
ovarian cancer RAS_12 IGF1R Any deletion 149 73 -0.39 -1.20 0.34 1486.99 1.00 1406 144 68 5 TRUE 0.49
non-small cell lung cancer RAS_12 KEAP1 Any deletion 1547 241 0.20 -0.07 0.47 1455.63 1.00 4226 1475 169 72 FALSE 0.81
ovarian cancer RAS_12 KEAP1 Any deletion 127 58 0.26 -0.55 0.97 1442.89 1.00 1225 120 51 7 FALSE 0.29
colorectal cancer RAS_12 CDKN2A Any deletion 1267 119 -0.40 -0.82 0.00 1638.02 1.00 2735 1239 91 28 TRUE 1.24
cancer of unknown primary RAS_12 CDKN2A Any deletion 239 290 0.15 -0.20 0.46 1593.92 1.00 944 185 236 54 TRUE 0.42
non-small cell lung cancer RAS_12 CDKN2A Any deletion 1692 952 -0.31 -0.48 -0.15 1369.93 1.00 4078 1491 751 201 TRUE 3.69
pancreatic cancer RAS_12 CDKN2A Any deletion 1440 377 0.41 0.16 0.68 1462.00 1.00 571 1156 93 284 TRUE 2.78
uterine cancer RAS_12 CDKN2A Any deletion 243 86 -0.80 -1.60 -0.06 1345.23 1.00 1521 238 81 5 TRUE 1.30
ovarian cancer RAS_12 CDKN2A Any deletion 149 149 0.53 0.03 1.00 1426.76 1.00 1347 127 127 22 TRUE 1.51
colorectal cancer RAS_12 FANCA Any deletion 1263 54 -0.32 -0.88 0.24 1269.18 1.00 2774 1248 39 15 TRUE 0.58
cancer of unknown primary RAS_12 FANCA Any deletion 238 81 -1.61 -2.69 -0.70 1233.86 1.00 1100 236 79 2 TRUE 2.86
non-small cell lung cancer RAS_12 FANCA Any deletion 1668 207 -0.30 -0.65 0.02 1573.41 1.00 4623 1624 163 44 TRUE 1.06
uterine cancer RAS_12 FANCA Any deletion 243 103 -0.80 -1.54 -0.14 1495.58 1.00 1504 236 96 7 TRUE 1.60
ovarian cancer RAS_12 FANCA Any deletion 149 196 -0.74 -1.42 -0.14 1544.30 1.00 1288 139 186 10 TRUE 1.64
non-small cell lung cancer RAS_12 PPP2R1A Any deletion 1198 78 -0.46 -1.05 0.10 1364.52 1.00 3474 1184 64 14 FALSE 0.92
non-small cell lung cancer RAS_12 ERBB3 Any deletion 1668 53 -1.59 -2.77 -0.69 1517.94 1.00 4737 1664 49 4 TRUE 2.47
colorectal cancer RAS_12 SMAD4 Any deletion 1267 872 0.21 0.05 0.36 1471.21 1.00 2255 966 571 301 TRUE 2.18
cancer of unknown primary RAS_12 SMAD4 Any deletion 239 139 -0.04 -0.49 0.39 1488.04 1.00 1064 216 116 23 TRUE 0.07
non-small cell lung cancer RAS_12 SMAD4 Any deletion 1692 402 -0.26 -0.52 -0.03 1327.40 1.00 4513 1606 316 86 TRUE 1.48
pancreatic cancer RAS_12 SMAD4 Any deletion 1440 252 0.52 0.22 0.83 1556.42 1.00 608 1244 56 196 TRUE 3.14
uterine cancer RAS_12 SMAD4 Any deletion 243 65 -0.26 -1.06 0.41 1624.84 1.00 1544 236 58 7 TRUE 0.31
ovarian cancer RAS_12 SMAD4 Any deletion 149 175 -0.52 -1.16 0.04 1487.28 1.00 1309 139 165 10 TRUE 1.06
colorectal cancer RAS_12 ATM Any deletion 1267 133 0.16 -0.20 0.52 1651.46 1.00 2740 1220 86 47 TRUE 0.41
cancer of unknown primary RAS_12 ATM Any deletion 239 104 -0.49 -1.14 0.07 1665.18 1.00 1088 227 92 12 TRUE 0.96
non-small cell lung cancer RAS_12 ATM Any deletion 1692 148 -0.29 -0.66 0.09 1242.86 1.00 4713 1660 116 32 TRUE 0.86
pancreatic cancer RAS_12 ATM Any deletion 1440 56 -1.96 -2.61 -1.33 1479.99 1.00 620 1428 44 12 TRUE 9.15
uterine cancer RAS_12 ATM Any deletion 243 77 -0.82 -1.71 -0.05 1502.54 1.00 1530 238 72 5 TRUE 1.30
ovarian cancer RAS_12 ATM Any deletion 149 87 -0.02 -0.74 0.62 1438.48 1.00 1396 140 78 9 TRUE 0.02
cancer of unknown primary RAS_12 RB1 Any deletion 239 135 -0.59 -1.09 -0.08 1329.07 1.00 1061 223 119 16 TRUE 1.60
non-small cell lung cancer RAS_12 RB1 Any deletion 1692 417 -0.52 -0.77 -0.27 1419.03 1.00 4488 1616 341 76 TRUE 4.32
uterine cancer RAS_12 RB1 Any deletion 243 159 -1.32 -2.09 -0.71 1562.62 1.00 1448 238 154 5 TRUE 3.74
ovarian cancer RAS_12 RB1 Any deletion 149 211 -1.19 -1.89 -0.60 1578.82 1.00 1269 143 205 6 TRUE 3.48
non-small cell lung cancer RAS_12 KMT2D Any deletion 1667 65 -1.50 -2.54 -0.69 1291.43 1.00 4719 1662 60 5 FALSE 2.80
colorectal cancer RAS_12 TSC2 Any deletion 1263 59 0.22 -0.31 0.73 1433.19 1.00 2777 1240 36 23 TRUE 0.39
cancer of unknown primary RAS_12 TSC2 Any deletion 239 52 -1.34 -2.56 -0.34 1341.14 1.00 1130 237 50 2 TRUE 1.78
non-small cell lung cancer RAS_12 TSC2 Any deletion 1668 80 -0.55 -1.12 -0.04 1533.34 1.00 4720 1654 66 14 TRUE 1.30
ovarian cancer RAS_12 TSC2 Any deletion 149 115 -1.04 -2.04 -0.22 1334.20 1.00 1363 145 111 4 TRUE 1.61
colorectal cancer RAS_12 APC Any deletion 1266 266 -0.18 -0.45 0.10 1595.13 1.00 2634 1191 191 75 TRUE 0.67
cancer of unknown primary RAS_12 APC Any deletion 239 76 -0.37 -0.97 0.24 1588.96 1.00 1112 228 65 11 TRUE 0.61
non-small cell lung cancer RAS_12 APC Any deletion 1691 245 -0.77 -1.12 -0.43 1548.54 1.00 4612 1656 210 35 TRUE 4.73
uterine cancer RAS_12 APC Any deletion 243 52 -1.27 -2.43 -0.39 1397.10 1.00 1548 242 51 1 TRUE 1.87
ovarian cancer RAS_12 APC Any deletion 149 135 -1.23 -2.10 -0.50 1544.78 1.00 1342 146 132 3 TRUE 2.52
colorectal cancer RAS_12 ERBB2 Any deletion 1267 80 0.49 0.04 0.96 1353.50 1.00 2781 1232 45 35 TRUE 1.43
uterine cancer RAS_12 ERBB2 Any deletion 243 54 -1.46 -2.99 -0.34 1539.47 1.00 1550 241 52 2 TRUE 1.51
ovarian cancer RAS_12 ERBB2 Any deletion 149 154 -2.46 -4.22 -1.17 1423.21 1.00 1321 148 153 1 TRUE 2.71
colorectal cancer RAS_12 JAK1 Any deletion 1023 103 0.34 -0.04 0.72 1535.59 1.00 2177 984 64 39 TRUE 1.05
non-small cell lung cancer RAS_12 JAK1 Any deletion 1198 67 0.33 -0.16 0.79 1633.55 1.00 3493 1176 45 22 TRUE 0.77
colorectal cancer RAS_12 CCND1 Any deletion 1263 74 0.42 -0.04 0.89 1146.96 1.00 2769 1233 44 30 TRUE 1.11
non-small cell lung cancer RAS_12 ARID2 Any deletion 1667 95 -0.81 -1.47 -0.27 346.37 1.01 4697 1654 82 13 FALSE 2.00
colorectal cancer RAS_12 MTOR Any deletion 1263 256 0.26 0.00 0.51 1417.13 1.00 2650 1170 163 93 TRUE 1.29
cancer of unknown primary RAS_12 MTOR Any deletion 239 80 -0.20 -0.82 0.38 1571.96 1.00 1110 228 69 11 TRUE 0.30
non-small cell lung cancer RAS_12 MTOR Any deletion 1668 152 0.53 0.19 0.85 1292.31 1.00 4691 1611 95 57 TRUE 2.80
pancreatic cancer RAS_12 MTOR Any deletion 1440 72 -0.55 -1.00 -0.09 1412.99 1.00 631 1401 33 39 TRUE 1.72
uterine cancer RAS_12 MTOR Any deletion 243 61 -0.14 -0.88 0.54 1467.18 1.00 1546 236 54 7 TRUE 0.15
ovarian cancer RAS_12 MTOR Any deletion 149 107 0.87 0.32 1.35 1422.11 1.00 1388 128 86 21 TRUE 3.08
cancer of unknown primary RAS_12 NOTCH1 Any deletion 239 59 -0.59 -1.37 0.10 1550.49 1.00 1127 233 53 6 TRUE 0.96
non-small cell lung cancer RAS_12 NOTCH1 Any deletion 1692 166 -0.16 -0.51 0.19 1463.60 1.00 4703 1652 126 40 TRUE 0.43
uterine cancer RAS_12 NOTCH1 Any deletion 243 83 -0.79 -1.56 -0.12 1388.17 1.00 1524 238 78 5 TRUE 1.46
ovarian cancer RAS_12 NOTCH1 Any deletion 149 173 -0.47 -1.10 0.09 1367.05 1.00 1312 138 162 11 TRUE 0.93
colorectal cancer RAS_12 SETD2 Any deletion 1263 106 0.29 -0.12 0.66 1614.04 1.00 2748 1222 65 41 FALSE 0.86
cancer of unknown primary RAS_12 SETD2 Any deletion 238 136 -0.55 -1.07 -0.03 1415.42 1.00 1058 223 121 15 FALSE 1.32
non-small cell lung cancer RAS_12 SETD2 Any deletion 1668 351 -0.30 -0.57 -0.05 1643.41 1.00 4508 1595 278 73 FALSE 1.66
pancreatic cancer RAS_12 SETD2 Any deletion 1440 80 -0.64 -1.08 -0.21 1486.45 1.00 627 1397 37 43 FALSE 2.44
ovarian cancer RAS_12 SETD2 Any deletion 149 79 -1.52 -3.01 -0.39 1414.46 1.00 1396 148 78 1 FALSE 1.68
colorectal cancer RAS_12 PBRM1 Any deletion 1221 90 0.23 -0.19 0.65 1279.45 1.00 2633 1187 56 34 TRUE 0.53
cancer of unknown primary RAS_12 PBRM1 Any deletion 233 135 -0.56 -1.12 -0.05 1447.39 1.00 1004 218 120 15 TRUE 1.39
non-small cell lung cancer RAS_12 PBRM1 Any deletion 1547 308 -0.28 -0.56 -0.01 1393.66 1.00 4153 1481 242 66 TRUE 1.34
pancreatic cancer RAS_12 PBRM1 Any deletion 1415 77 -0.72 -1.17 -0.26 1363.78 1.00 606 1375 37 40 TRUE 2.82
ovarian cancer RAS_12 PBRM1 Any deletion 127 70 -1.41 -2.96 -0.30 1409.52 1.00 1207 126 69 1 TRUE 1.45
non-small cell lung cancer RAS_12 EPHA3 Any deletion 1433 157 -0.60 -1.09 -0.20 1501.31 1.00 4104 1408 132 25 FALSE 2.23
colorectal cancer RAS_12 KIT Any deletion 1267 228 -0.06 -0.35 0.23 1586.38 1.00 2667 1198 159 69 TRUE 0.16
cancer of unknown primary RAS_12 KIT Any deletion 239 64 -0.51 -1.24 0.16 1489.15 1.00 1123 232 57 7 TRUE 0.83
non-small cell lung cancer RAS_12 KIT Any deletion 1692 97 -0.61 -1.12 -0.12 1529.67 1.00 4748 1676 81 16 TRUE 1.71
ovarian cancer RAS_12 KIT Any deletion 149 124 -0.69 -1.45 -0.06 1557.38 1.00 1356 143 118 6 TRUE 1.26
colorectal cancer RAS_12 KDR Any deletion 1267 228 -0.05 -0.34 0.24 1505.32 1.00 2667 1198 159 69 TRUE 0.14
cancer of unknown primary RAS_12 KDR Any deletion 239 63 -0.50 -1.20 0.19 1632.52 1.00 1124 232 56 7 TRUE 0.81
non-small cell lung cancer RAS_12 KDR Any deletion 1692 98 -0.61 -1.13 -0.14 1537.59 1.00 4747 1676 82 16 TRUE 1.77
ovarian cancer RAS_12 KDR Any deletion 149 125 -0.56 -1.27 0.10 1499.20 1.00 1356 142 118 7 TRUE 0.93
colorectal cancer RAS_12 RAD50 Any deletion 1023 110 -0.65 -1.13 -0.20 1616.11 1.00 2153 1001 88 22 FALSE 2.22
cancer of unknown primary RAS_12 RAD50 Any deletion 184 52 -1.07 -2.06 -0.24 1488.12 1.00 903 182 50 2 FALSE 1.64
non-small cell lung cancer RAS_12 RAD50 Any deletion 1198 100 -0.37 -0.86 0.08 1469.88 1.00 3459 1177 79 21 FALSE 0.91
non-small cell lung cancer RAS_12 CSF1R Any deletion 1338 73 -0.99 -1.65 -0.34 164.04 1.04 3838 1329 64 9 TRUE 2.28
colorectal cancer RAS_12 PARK2 Any deletion 1247 103 -0.16 -0.62 0.28 1318.37 1.00 2707 1218 74 29 FALSE 0.33
cancer of unknown primary RAS_12 PARK2 Any deletion 238 92 -0.74 -1.47 -0.07 1408.28 1.00 1085 230 84 8 FALSE 1.51
non-small cell lung cancer RAS_12 PARK2 Any deletion 1658 279 0.13 -0.14 0.39 1452.86 1.00 4555 1578 199 80 FALSE 0.48
pancreatic cancer RAS_12 PARK2 Any deletion 1430 96 -0.01 -0.42 0.42 1501.38 1.00 628 1364 30 66 FALSE 0.01
ovarian cancer RAS_12 PARK2 Any deletion 146 173 -0.54 -1.17 0.08 1411.35 1.00 1282 136 163 10 FALSE 1.00
colorectal cancer RAS_12 NTRK2 Any deletion 1263 54 -0.62 -1.23 -0.04 1555.85 1.00 2770 1252 43 11 FALSE 1.42
cancer of unknown primary RAS_12 NTRK2 Any deletion 238 74 -0.57 -1.27 0.06 1419.59 1.00 1114 230 66 8 FALSE 1.02
non-small cell lung cancer RAS_12 NTRK2 Any deletion 1668 186 -0.26 -0.60 0.07 1508.99 1.00 4641 1627 145 41 FALSE 0.88
uterine cancer RAS_12 NTRK2 Any deletion 243 75 -0.59 -1.37 0.08 1498.09 1.00 1533 237 69 6 FALSE 0.98
ovarian cancer RAS_12 NTRK2 Any deletion 149 150 -0.75 -1.43 -0.09 1500.27 1.00 1331 142 143 7 FALSE 1.51
cancer of unknown primary RAS_12 PTCH1 Any deletion 239 73 -0.63 -1.32 0.00 1316.25 1.00 1114 232 66 7 TRUE 1.18
non-small cell lung cancer RAS_12 PTCH1 Any deletion 1668 178 -0.21 -0.57 0.12 1580.39 1.00 4649 1627 137 41 TRUE 0.66
uterine cancer RAS_12 PTCH1 Any deletion 243 79 -0.61 -1.34 0.01 1637.80 1.00 1529 237 73 6 TRUE 1.07
ovarian cancer RAS_12 PTCH1 Any deletion 149 158 -0.48 -1.08 0.09 1378.32 1.00 1326 139 148 10 TRUE 0.96
colorectal cancer RAS_12 TET1 Any deletion 901 68 -0.19 -0.69 0.31 1525.77 1.00 1974 881 48 20 FALSE 0.34
non-small cell lung cancer RAS_12 TET1 Any deletion 1151 69 -0.68 -1.34 -0.12 1487.57 1.00 3300 1142 60 9 FALSE 1.50
colorectal cancer RAS_12 FGFR2 Any deletion 1267 125 0.14 -0.23 0.53 1526.32 1.00 2747 1221 79 46 TRUE 0.35
cancer of unknown primary RAS_12 FGFR2 Any deletion 239 63 -0.50 -1.18 0.14 1516.17 1.00 1123 233 57 6 TRUE 0.87
non-small cell lung cancer RAS_12 FGFR2 Any deletion 1692 192 -0.50 -0.88 -0.17 1375.38 1.00 4670 1659 159 33 TRUE 2.29
non-small cell lung cancer RAS_12 HNF1A Any deletion 1683 105 -0.99 -1.62 -0.42 1500.05 1.00 4708 1670 92 13 TRUE 2.88
ovarian cancer RAS_12 HNF1A Any deletion 146 69 -1.87 -3.61 -0.54 1418.18 1.00 1376 145 68 1 TRUE 1.69
colorectal cancer RAS_12 DICER1 Any deletion 1241 220 -0.21 -0.51 0.08 1431.36 1.00 2604 1183 162 58 TRUE 0.79
cancer of unknown primary RAS_12 DICER1 Any deletion 238 60 -0.34 -1.04 0.30 1423.64 1.00 1115 231 53 7 TRUE 0.48
non-small cell lung cancer RAS_12 DICER1 Any deletion 1658 98 0.26 -0.16 0.65 1386.90 1.00 4684 1626 66 32 TRUE 0.66
ovarian cancer RAS_12 DICER1 Any deletion 146 71 0.36 -0.31 0.98 1424.99 1.00 1383 136 61 10 TRUE 0.56
colorectal cancer RAS_12 NTRK3 Any deletion 1263 175 -0.17 -0.51 0.15 1568.76 1.00 2687 1214 126 49 FALSE 0.52
non-small cell lung cancer RAS_12 NTRK3 Any deletion 1668 151 -0.17 -0.56 0.19 1319.29 1.00 4671 1632 115 36 FALSE 0.44
uterine cancer RAS_12 NTRK3 Any deletion 243 62 -0.67 -1.51 0.06 1369.56 1.00 1544 239 58 4 FALSE 1.04
ovarian cancer RAS_12 NTRK3 Any deletion 149 97 -0.58 -1.37 0.10 1550.17 1.00 1382 144 92 5 FALSE 0.93
non-small cell lung cancer RAS_12 PALB2 Any deletion 1668 57 -1.14 -2.04 -0.35 1474.80 1.00 4735 1662 51 6 TRUE 2.14
ovarian cancer RAS_12 PALB2 Any deletion 149 74 -0.74 -1.88 0.15 1487.22 1.00 1404 145 70 4 TRUE 0.81
non-small cell lung cancer RAS_12 CTCF Any deletion 1197 67 0.10 -0.48 0.64 1564.20 1.00 3483 1178 48 19 FALSE 0.14
ovarian cancer RAS_12 CTCF Any deletion 95 90 -0.82 -1.89 0.09 1387.40 1.00 865 91 86 4 FALSE 0.99
cancer of unknown primary RAS_12 CDH1 Any deletion 239 72 -1.57 -2.68 -0.66 1537.52 1.00 1108 237 70 2 TRUE 2.66
non-small cell lung cancer RAS_12 CDH1 Any deletion 1691 155 -0.13 -0.50 0.24 1452.93 1.00 4706 1652 116 39 TRUE 0.30
uterine cancer RAS_12 CDH1 Any deletion 243 115 -0.91 -1.69 -0.24 1381.97 1.00 1493 236 108 7 TRUE 1.89
ovarian cancer RAS_12 CDH1 Any deletion 149 217 -1.07 -1.78 -0.48 1471.64 1.00 1265 141 209 8 TRUE 2.78
ovarian cancer RAS_12 CDK12 Any deletion 95 62 -2.28 -5.05 -0.46 992.59 1.00 890 94 61 1 FALSE 1.23
colorectal cancer RAS_12 STK11 Any deletion 1267 98 -0.48 -0.95 -0.03 1424.27 1.00 2750 1245 76 22 TRUE 1.33
cancer of unknown primary RAS_12 STK11 Any deletion 239 77 0.09 -0.49 0.64 1245.47 1.00 1118 224 62 15 TRUE 0.12
non-small cell lung cancer RAS_12 STK11 Any deletion 1692 344 0.02 -0.23 0.25 1519.46 1.00 4576 1601 253 91 TRUE 0.05
pancreatic cancer RAS_12 STK11 Any deletion 1440 53 -0.01 -0.57 0.56 1307.17 1.00 648 1403 16 37 TRUE 0.01
uterine cancer RAS_12 STK11 Any deletion 243 124 -0.80 -1.52 -0.16 1482.60 1.00 1486 235 116 8 TRUE 1.69
ovarian cancer RAS_12 STK11 Any deletion 149 291 -0.93 -1.50 -0.40 1496.97 1.00 1195 137 279 12 TRUE 3.03
non-small cell lung cancer RAS_12 BRD4 Any deletion 1658 262 0.25 -0.02 0.51 1477.61 1.00 4569 1577 181 81 FALSE 1.18
colorectal cancer RAS_12 EP300 Any deletion 1262 236 0.50 0.22 0.77 1556.33 1.00 2676 1162 136 100 TRUE 3.55
cancer of unknown primary RAS_12 EP300 Any deletion 238 66 -0.21 -0.96 0.46 1506.68 1.00 1122 228 56 10 TRUE 0.26
non-small cell lung cancer RAS_12 EP300 Any deletion 1667 143 0.20 -0.17 0.54 1600.17 1.00 4680 1623 99 44 TRUE 0.58
pancreatic cancer RAS_12 EP300 Any deletion 1435 63 -0.38 -0.86 0.09 1488.92 1.00 638 1397 25 38 TRUE 0.90
uterine cancer RAS_12 EP300 Any deletion 243 100 -1.14 -2.07 -0.37 1342.53 1.00 1505 239 96 4 TRUE 2.15
ovarian cancer RAS_12 EP300 Any deletion 149 228 -0.96 -1.61 -0.38 1559.48 1.00 1255 140 219 9 TRUE 2.51
non-small cell lung cancer RAS_12 ERBB4 Any deletion 1692 66 -0.98 -1.79 -0.23 1627.33 1.00 4771 1684 58 8 TRUE 1.96
cancer of unknown primary RAS_12 ERCC5 Any deletion 228 77 -0.52 -1.16 0.09 1506.93 1.00 1059 219 68 9 TRUE 0.99
non-small cell lung cancer RAS_12 ERCC5 Any deletion 1621 289 -0.32 -0.59 -0.03 1483.44 1.00 4380 1560 228 61 TRUE 1.56
uterine cancer RAS_12 ERCC5 Any deletion 238 54 -0.84 -1.71 -0.06 1407.93 1.00 1508 235 51 3 TRUE 1.31
ovarian cancer RAS_12 ERCC5 Any deletion 138 133 -0.86 -1.62 -0.21 1507.41 1.00 1262 133 128 5 TRUE 1.73
colorectal cancer RAS_12 BRCA1 Any deletion 1263 95 0.25 -0.17 0.64 1414.06 1.00 2754 1227 59 36 TRUE 0.63
uterine cancer RAS_12 BRCA1 Any deletion 243 69 -1.25 -2.48 -0.28 1575.57 1.00 1536 240 66 3 TRUE 1.67
ovarian cancer RAS_12 BRCA1 Any deletion 149 163 -1.63 -2.76 -0.71 1481.28 1.00 1314 146 160 3 TRUE 2.71
colorectal cancer RAS_12 TSC1 Any deletion 1263 54 -0.64 -1.26 -0.06 1362.44 1.00 2770 1252 43 11 TRUE 1.45
cancer of unknown primary RAS_12 TSC1 Any deletion 239 64 -0.56 -1.30 0.09 1515.55 1.00 1123 232 57 7 TRUE 0.92
non-small cell lung cancer RAS_12 TSC1 Any deletion 1668 149 -0.19 -0.57 0.17 1435.38 1.00 4672 1633 114 35 TRUE 0.51
uterine cancer RAS_12 TSC1 Any deletion 243 82 -0.66 -1.41 0.03 1614.10 1.00 1526 237 76 6 TRUE 1.13
ovarian cancer RAS_12 TSC1 Any deletion 149 170 -0.54 -1.15 0.03 1458.58 1.00 1314 139 160 10 TRUE 1.11
colorectal cancer RAS_12 FLCN Any deletion 1241 589 0.05 -0.14 0.25 1429.89 1.00 2365 1053 401 188 TRUE 0.22
cancer of unknown primary RAS_12 FLCN Any deletion 238 113 0.02 -0.50 0.52 1467.81 1.00 1077 218 93 20 TRUE 0.03
non-small cell lung cancer RAS_12 FLCN Any deletion 1658 373 -0.26 -0.50 -0.03 1244.29 1.00 4457 1578 293 80 TRUE 1.48
pancreatic cancer RAS_12 FLCN Any deletion 1430 121 0.56 0.16 1.00 1562.43 1.00 634 1333 24 97 TRUE 2.04
uterine cancer RAS_12 FLCN Any deletion 242 92 -0.87 -1.68 -0.15 1408.42 1.00 1502 237 87 5 TRUE 1.57
ovarian cancer RAS_12 FLCN Any deletion 146 258 -0.49 -1.02 0.02 1615.74 1.00 1202 130 242 16 TRUE 1.22
colorectal cancer RAS_12 NF1 Any deletion 1263 105 0.23 -0.16 0.63 1381.13 1.00 2747 1224 66 39 TRUE 0.59
non-small cell lung cancer RAS_12 NF1 Any deletion 1668 61 -0.79 -1.50 -0.11 1371.70 1.00 4734 1659 52 9 TRUE 1.57
uterine cancer RAS_12 NF1 Any deletion 243 70 -1.02 -2.13 -0.16 1532.60 1.00 1536 239 66 4 TRUE 1.45
ovarian cancer RAS_12 NF1 Any deletion 149 216 -2.20 -3.39 -1.24 1489.95 1.00 1260 147 214 2 TRUE 4.07
cancer of unknown primary RAS_12 FLT1 Any deletion 238 92 -0.70 -1.34 -0.11 1372.33 1.00 1095 229 83 9 FALSE 1.56
non-small cell lung cancer RAS_12 FLT1 Any deletion 1667 345 -0.36 -0.63 -0.10 1399.39 1.00 4504 1597 275 70 FALSE 2.16
uterine cancer RAS_12 FLT1 Any deletion 243 66 -0.99 -1.88 -0.26 1444.92 1.00 1538 240 63 3 FALSE 1.79
ovarian cancer RAS_12 FLT1 Any deletion 149 158 -0.92 -1.67 -0.28 1420.70 1.00 1322 143 152 6 FALSE 2.14
colorectal cancer RAS_12 RASA1 Any deletion 901 150 -0.54 -0.96 -0.14 1490.71 1.00 1905 868 117 33 FALSE 2.00
cancer of unknown primary RAS_12 RASA1 Any deletion 174 68 -1.28 -2.30 -0.47 1459.78 1.00 836 171 65 3 FALSE 2.26
non-small cell lung cancer RAS_12 RASA1 Any deletion 1151 123 -0.61 -1.07 -0.17 1517.30 1.00 3258 1130 102 21 FALSE 2.08
ovarian cancer RAS_12 RASA1 Any deletion 84 74 -1.40 -2.81 -0.42 1468.39 1.00 794 83 73 1 FALSE 1.72
non-small cell lung cancer RAS_12 IDH1 Any deletion 1692 51 -1.27 -2.21 -0.44 628.82 1.00 4783 1687 46 5 TRUE 2.16
colorectal cancer RAS_12 EPHA5 Any deletion 1044 119 -0.14 -0.54 0.24 1604.70 1.00 2259 1010 85 34 FALSE 0.30
non-small cell lung cancer RAS_12 EPHA5 Any deletion 1433 67 -0.24 -0.84 0.31 1513.58 1.00 4184 1418 52 15 FALSE 0.38
ovarian cancer RAS_12 EPHA5 Any deletion 127 84 -1.22 -2.46 -0.21 1440.10 1.00 1169 125 82 2 FALSE 1.43
colorectal cancer RAS_12 MLH1 Any deletion 1267 89 0.34 -0.08 0.75 1397.11 1.00 2773 1231 53 36 TRUE 0.96
cancer of unknown primary RAS_12 MLH1 Any deletion 239 119 -0.56 -1.18 -0.03 1575.60 1.00 1074 226 106 13 TRUE 1.29
non-small cell lung cancer RAS_12 MLH1 Any deletion 1692 330 -0.31 -0.58 -0.06 1437.09 1.00 4568 1623 261 69 TRUE 1.65
pancreatic cancer RAS_12 MLH1 Any deletion 1440 68 -0.84 -1.28 -0.37 1653.57 1.00 629 1407 35 33 TRUE 3.36
ovarian cancer RAS_12 MLH1 Any deletion 149 70 -1.41 -2.84 -0.32 1345.99 1.00 1405 148 69 1 TRUE 1.51
colorectal cancer RAS_12 ROS1 Any deletion 1263 73 -0.07 -0.54 0.41 1512.59 1.00 2762 1241 51 22 TRUE 0.12
cancer of unknown primary RAS_12 ROS1 Any deletion 238 72 0.06 -0.54 0.62 1585.66 1.00 1121 225 59 13 TRUE 0.08
non-small cell lung cancer RAS_12 ROS1 Any deletion 1668 259 0.23 -0.04 0.49 1501.87 1.00 4606 1589 180 79 TRUE 1.03
pancreatic cancer RAS_12 ROS1 Any deletion 1440 87 0.08 -0.35 0.54 1443.54 1.00 638 1379 26 61 TRUE 0.14
ovarian cancer RAS_12 ROS1 Any deletion 149 125 -0.26 -0.97 0.34 1473.89 1.00 1358 140 116 9 TRUE 0.36
cancer of unknown primary RAS_12 FLT3 Any deletion 239 92 -0.67 -1.31 -0.06 1406.53 1.00 1097 230 83 9 TRUE 1.52
non-small cell lung cancer RAS_12 FLT3 Any deletion 1692 353 -0.38 -0.64 -0.13 1410.52 1.00 4547 1621 282 71 TRUE 2.35
uterine cancer RAS_12 FLT3 Any deletion 243 64 -0.81 -1.61 -0.11 1388.33 1.00 1542 239 60 4 TRUE 1.44
ovarian cancer RAS_12 FLT3 Any deletion 149 161 -0.94 -1.68 -0.31 1380.76 1.00 1319 143 155 6 TRUE 2.20
cancer of unknown primary RAS_12 DIS3 Any deletion 238 92 -0.60 -1.21 -0.02 1616.52 1.00 1095 228 82 10 FALSE 1.35
non-small cell lung cancer RAS_12 DIS3 Any deletion 1667 309 -0.30 -0.58 -0.03 1206.13 1.00 4536 1601 243 66 FALSE 1.51
uterine cancer RAS_12 DIS3 Any deletion 243 65 -0.96 -1.81 -0.25 1570.43 1.00 1537 240 62 3 FALSE 1.75
ovarian cancer RAS_12 DIS3 Any deletion 149 146 -0.96 -1.71 -0.32 1520.42 1.00 1333 144 141 5 FALSE 2.16
colorectal cancer RAS_12 AXL Any deletion 1263 51 -0.14 -0.75 0.42 1431.80 1.00 2777 1248 36 15 FALSE 0.21
non-small cell lung cancer RAS_12 AXL Any deletion 1668 120 -0.61 -1.12 -0.15 1403.33 1.00 4685 1649 101 19 FALSE 1.90
ovarian cancer RAS_12 AXL Any deletion 149 97 -0.06 -0.78 0.59 1387.52 1.00 1386 140 88 9 FALSE 0.06
colorectal cancer RAS_12 MAP2K4 Any deletion 1263 602 0.06 -0.13 0.25 1395.28 1.00 2404 1070 409 193 TRUE 0.28
cancer of unknown primary RAS_12 MAP2K4 Any deletion 238 128 0.06 -0.44 0.49 1620.92 1.00 1074 215 105 23 TRUE 0.09
non-small cell lung cancer RAS_12 MAP2K4 Any deletion 1668 404 -0.16 -0.41 0.08 1608.11 1.00 4476 1574 310 94 TRUE 0.68
pancreatic cancer RAS_12 MAP2K4 Any deletion 1440 153 0.57 0.19 0.97 1571.99 1.00 633 1318 31 122 TRUE 2.48
uterine cancer RAS_12 MAP2K4 Any deletion 243 95 -0.89 -1.74 -0.18 1655.06 1.00 1510 238 90 5 TRUE 1.60
ovarian cancer RAS_12 MAP2K4 Any deletion 149 256 -0.60 -1.16 -0.09 1301.88 1.00 1232 135 242 14 TRUE 1.60
colorectal cancer RAS_12 ARID1B Any deletion 1247 62 0.19 -0.30 0.69 1544.56 1.00 2742 1224 39 23 TRUE 0.35
cancer of unknown primary RAS_12 ARID1B Any deletion 238 88 -0.58 -1.26 0.04 1439.27 1.00 1091 229 79 9 TRUE 1.02
non-small cell lung cancer RAS_12 ARID1B Any deletion 1658 275 0.10 -0.17 0.36 1514.81 1.00 4556 1581 198 77 TRUE 0.32
pancreatic cancer RAS_12 ARID1B Any deletion 1430 95 0.05 -0.37 0.49 1576.93 1.00 629 1364 29 66 TRUE 0.09
ovarian cancer RAS_12 ARID1B Any deletion 146 172 -0.52 -1.21 0.08 1545.50 1.00 1283 136 162 10 TRUE 0.95
colorectal cancer RAS_12 NKX2-1 Any deletion 1262 219 -0.24 -0.55 0.07 1656.52 1.00 2651 1204 161 58 TRUE 0.88
cancer of unknown primary RAS_12 NKX2-1 Any deletion 239 52 -0.64 -1.49 0.11 1367.76 1.00 1131 234 47 5 TRUE 0.90
non-small cell lung cancer RAS_12 NKX2-1 Any deletion 1667 54 -0.83 -1.56 -0.17 1351.23 1.00 4732 1660 47 7 TRUE 1.75
ovarian cancer RAS_12 NKX2-1 Any deletion 149 108 0.10 -0.60 0.69 1681.95 1.00 1378 137 96 12 TRUE 0.11
cancer of unknown primary RAS_12 WT1 Any deletion 239 54 -0.37 -1.20 0.32 1606.54 1.00 1131 232 47 7 TRUE 0.48
non-small cell lung cancer RAS_12 WT1 Any deletion 1667 88 -0.48 -1.06 0.04 1520.22 1.00 4707 1651 72 16 TRUE 1.12
non-small cell lung cancer RAS_12 MET Any deletion 1692 62 -1.26 -2.21 -0.42 465.91 1.01 4773 1686 56 6 TRUE 2.10
colorectal cancer RAS_12 MEN1 Any deletion 1262 87 0.36 -0.08 0.79 1546.83 1.00 2760 1227 52 35 TRUE 0.98
non-small cell lung cancer RAS_12 MEN1 Any deletion 1667 70 -1.20 -2.04 -0.48 1394.25 1.00 4716 1660 63 7 TRUE 2.60
pancreatic cancer RAS_12 MEN1 Any deletion 1435 54 -2.47 -3.27 -1.77 1688.53 1.00 617 1427 46 8 TRUE 9.73
non-small cell lung cancer RAS_12 BRAF Any deletion 1692 65 -1.15 -2.01 -0.41 1130.55 1.00 4771 1685 58 7 TRUE 2.25
colorectal cancer RAS_12 B2M Any deletion 1141 210 -0.28 -0.59 0.02 1429.34 1.00 2438 1087 156 54 FALSE 1.14
cancer of unknown primary RAS_12 B2M Any deletion 228 56 -0.82 -1.59 -0.14 1343.72 1.00 1077 224 52 4 FALSE 1.54
non-small cell lung cancer RAS_12 B2M Any deletion 1621 215 -0.14 -0.46 0.19 1453.11 1.00 4446 1568 162 53 FALSE 0.39
uterine cancer RAS_12 B2M Any deletion 238 82 -0.79 -1.55 -0.15 1222.46 1.00 1487 233 77 5 FALSE 1.54
ovarian cancer RAS_12 B2M Any deletion 138 135 -0.86 -1.69 -0.23 1594.68 1.00 1260 133 130 5 FALSE 1.75
colorectal cancer RAS_12 TET2 Any deletion 1262 261 -0.16 -0.44 0.12 1136.48 1.00 2625 1188 187 74 TRUE 0.58
cancer of unknown primary RAS_12 TET2 Any deletion 239 85 -0.71 -1.39 -0.08 1475.08 1.00 1100 231 77 8 TRUE 1.47
non-small cell lung cancer RAS_12 TET2 Any deletion 1667 142 -0.72 -1.17 -0.30 1635.86 1.00 4658 1646 121 21 TRUE 2.85
uterine cancer RAS_12 TET2 Any deletion 243 71 -0.49 -1.26 0.20 1468.98 1.00 1535 236 64 7 TRUE 0.72
ovarian cancer RAS_12 TET2 Any deletion 149 205 -1.15 -1.88 -0.51 1496.86 1.00 1275 143 199 6 TRUE 2.89
colorectal cancer RAS_12 PDGFRB Any deletion 1263 114 -0.76 -1.24 -0.32 1429.94 1.00 2720 1242 93 21 TRUE 3.08
cancer of unknown primary RAS_12 PDGFRB Any deletion 238 59 -0.85 -1.64 -0.18 1301.84 1.00 1126 233 54 5 TRUE 1.64
non-small cell lung cancer RAS_12 PDGFRB Any deletion 1668 176 -0.75 -1.18 -0.35 1300.69 1.00 4636 1642 150 26 TRUE 3.43
ovarian cancer RAS_12 PDGFRB Any deletion 149 86 -0.98 -1.92 -0.24 1531.39 1.00 1391 146 83 3 TRUE 1.67
ovarian cancer RAS_12 CARD11 Any deletion 149 103 -2.82 -5.48 -1.00 1142.37 1.00 1372 148 102 1 FALSE 1.86
non-small cell lung cancer RAS_12 DNMT3A Any deletion 1667 53 -0.88 -1.75 -0.13 1189.27 1.00 4733 1660 46 7 TRUE 1.48
colorectal cancer RAS_12 MAX Any deletion 902 110 -0.34 -0.80 0.10 964.99 1.00 1940 875 83 27 FALSE 0.89
colorectal cancer RAS_12 SOX9 Any deletion 1241 95 0.45 0.05 0.85 1439.45 1.00 2711 1201 55 40 FALSE 1.57
ovarian cancer RAS_12 SOX9 Any deletion 146 72 -0.52 -1.59 0.36 1454.62 1.00 1376 142 68 4 FALSE 0.51
ovarian cancer RAS_12 ETV1 Any deletion 149 101 -2.88 -5.56 -1.01 526.44 1.00 1374 148 100 1 TRUE 1.82
colorectal cancer RAS_12 JAK2 Any deletion 1267 89 -0.50 -1.03 -0.03 1563.81 1.00 2756 1248 70 19 TRUE 1.39
cancer of unknown primary RAS_12 JAK2 Any deletion 239 119 0.09 -0.36 0.54 1525.36 1.00 1083 217 97 22 TRUE 0.14
non-small cell lung cancer RAS_12 JAK2 Any deletion 1692 355 -0.30 -0.57 -0.06 1435.45 1.00 4548 1618 281 74 TRUE 1.67
pancreatic cancer RAS_12 JAK2 Any deletion 1440 106 0.29 -0.11 0.73 1664.11 1.00 637 1361 27 79 TRUE 0.72
uterine cancer RAS_12 JAK2 Any deletion 243 62 -0.36 -1.15 0.33 1485.31 1.00 1546 237 56 6 TRUE 0.48
ovarian cancer RAS_12 JAK2 Any deletion 149 123 -0.10 -0.75 0.50 1343.97 1.00 1362 138 112 11 TRUE 0.12
colorectal cancer RAS_12 SMAD2 Any deletion 1262 776 0.16 -0.01 0.32 1497.22 1.00 2298 1000 514 262 TRUE 1.27
cancer of unknown primary RAS_12 SMAD2 Any deletion 238 117 0.05 -0.43 0.52 1413.04 1.00 1082 217 96 21 TRUE 0.08
non-small cell lung cancer RAS_12 SMAD2 Any deletion 1667 363 -0.26 -0.52 -0.01 1395.55 1.00 4494 1589 285 78 TRUE 1.34
pancreatic cancer RAS_12 SMAD2 Any deletion 1435 174 0.28 -0.04 0.64 1481.94 1.00 618 1306 45 129 TRUE 1.01
uterine cancer RAS_12 SMAD2 Any deletion 243 58 -0.17 -0.93 0.55 1500.90 1.00 1550 236 51 7 TRUE 0.18
ovarian cancer RAS_12 SMAD2 Any deletion 149 164 -0.47 -1.14 0.11 1225.55 1.00 1320 139 154 10 TRUE 0.82
colorectal cancer RAS_12 FGFR1 Any deletion 1267 321 0.02 -0.24 0.25 1575.05 1.00 2606 1166 220 101 TRUE 0.05
cancer of unknown primary RAS_12 FGFR1 Any deletion 239 85 -0.08 -0.70 0.47 1561.13 1.00 1109 225 71 14 TRUE 0.11
non-small cell lung cancer RAS_12 FGFR1 Any deletion 1692 363 -0.12 -0.35 0.12 1415.74 1.00 4553 1605 276 87 TRUE 0.46
pancreatic cancer RAS_12 FGFR1 Any deletion 1440 70 0.32 -0.15 0.85 1567.84 1.00 648 1386 16 54 TRUE 0.65
uterine cancer RAS_12 FGFR1 Any deletion 243 76 -1.30 -2.43 -0.42 1502.87 1.00 1528 241 74 2 TRUE 2.04
ovarian cancer RAS_12 FGFR1 Any deletion 149 143 -0.43 -1.14 0.15 1533.46 1.00 1340 140 134 9 TRUE 0.73
colorectal cancer RAS_12 MITF Any deletion 1262 74 0.10 -0.35 0.56 1321.87 1.00 2764 1236 48 26 FALSE 0.16
cancer of unknown primary RAS_12 MITF Any deletion 238 136 -0.88 -1.52 -0.32 1577.71 1.00 1053 227 125 11 FALSE 2.38
non-small cell lung cancer RAS_12 MITF Any deletion 1667 311 -0.32 -0.59 -0.05 1505.65 1.00 4532 1603 247 64 FALSE 1.67
pancreatic cancer RAS_12 MITF Any deletion 1435 70 -0.83 -1.28 -0.37 1415.08 1.00 627 1401 36 34 FALSE 3.55
ovarian cancer RAS_12 MITF Any deletion 149 70 -0.85 -1.93 0.05 1470.75 1.00 1407 146 67 3 FALSE 1.02
colorectal cancer RAS_12 SH2B3 Any deletion 1203 61 -0.18 -0.74 0.34 1469.63 1.00 2619 1185 43 18 FALSE 0.29
non-small cell lung cancer RAS_12 SH2B3 Any deletion 1600 103 -0.78 -1.33 -0.28 1459.48 1.00 4382 1585 88 15 FALSE 2.33
ovarian cancer RAS_12 SH2B3 Any deletion 139 70 -1.45 -3.05 -0.28 1662.31 1.00 1322 138 69 1 FALSE 1.44
non-small cell lung cancer RAS_12 GLI1 Any deletion 1591 55 -1.64 -2.79 -0.70 828.31 1.00 4390 1587 51 4 FALSE 2.63
colorectal cancer RAS_12 MGA Any deletion 842 120 -0.26 -0.68 0.12 1516.20 1.00 1783 811 89 31 FALSE 0.69
non-small cell lung cancer RAS_12 MGA Any deletion 1084 118 0.08 -0.35 0.49 1219.48 1.00 2967 1050 84 34 FALSE 0.15
ovarian cancer RAS_12 MGA Any deletion 74 66 -0.57 -1.61 0.29 1525.92 1.00 721 71 63 3 FALSE 0.62
colorectal cancer RAS_12 TCF3 Any deletion 1082 110 -0.56 -1.02 -0.13 1433.91 1.00 2357 1059 87 23 FALSE 1.82
cancer of unknown primary RAS_12 TCF3 Any deletion 221 72 0.10 -0.51 0.66 1413.65 1.00 1035 207 58 14 FALSE 0.13
non-small cell lung cancer RAS_12 TCF3 Any deletion 1554 337 -0.07 -0.32 0.19 1647.58 1.00 4048 1468 251 86 FALSE 0.21
pancreatic cancer RAS_12 TCF3 Any deletion 1370 55 0.07 -0.47 0.62 1492.34 1.00 587 1330 15 40 FALSE 0.10
uterine cancer RAS_12 TCF3 Any deletion 226 141 -0.96 -1.66 -0.32 1497.10 1.00 1327 218 133 8 FALSE 2.24
ovarian cancer RAS_12 TCF3 Any deletion 128 300 -0.97 -1.54 -0.43 1620.59 1.00 1019 116 288 12 FALSE 3.25
colorectal cancer RAS_12 TCF7L2 Any deletion 1082 147 0.32 -0.01 0.65 1402.92 1.00 2355 1024 89 58 FALSE 1.23
cancer of unknown primary RAS_12 TCF7L2 Any deletion 221 68 -0.70 -1.44 -0.01 1315.74 1.00 1028 215 62 6 FALSE 1.26
non-small cell lung cancer RAS_12 TCF7L2 Any deletion 1554 177 -0.74 -1.17 -0.33 1432.12 1.00 4148 1528 151 26 FALSE 3.27
ovarian cancer RAS_12 TCF7L2 Any deletion 128 60 -0.80 -1.87 0.04 1423.57 1.00 1249 126 58 2 FALSE 1.03
non-small cell lung cancer RAS_12 POLD1 Any deletion 1121 85 -0.62 -1.23 -0.07 1034.94 1.00 3122 1107 71 14 TRUE 1.57
non-small cell lung cancer RAS_12 EPHA7 Any deletion 1357 174 -0.02 -0.36 0.32 1430.24 1.00 3769 1312 129 45 FALSE 0.04
ovarian cancer RAS_12 EPHA7 Any deletion 114 62 -0.39 -1.39 0.45 1431.68 1.00 1080 110 58 4 FALSE 0.39
ovarian cancer RAS_12 SLX4 Any deletion 59 55 -0.65 -2.12 0.47 1392.89 1.00 594 56 52 3 FALSE 0.50
colorectal cancer KRAS_12 TP53 Any deletion 1213 616 -0.01 -0.18 0.17 1280.52 1.00 2446 1031 434 182 TRUE 0.04
cancer of unknown primary KRAS_12 TP53 Any deletion 230 135 -0.02 -0.50 0.42 1324.88 1.00 1076 208 113 22 TRUE 0.04
non-small cell lung cancer KRAS_12 TP53 Any deletion 1684 496 -0.20 -0.42 0.03 1314.39 1.00 4453 1572 384 112 TRUE 1.09
pancreatic cancer KRAS_12 TP53 Any deletion 1438 138 0.64 0.24 1.05 1459.51 1.00 640 1326 26 112 TRUE 2.58
uterine cancer KRAS_12 TP53 Any deletion 226 134 -0.99 -1.77 -0.31 1478.40 1.00 1491 220 128 6 TRUE 2.09
ovarian cancer KRAS_12 TP53 Any deletion 147 227 -0.47 -1.01 0.03 1410.97 1.00 1263 133 213 14 TRUE 1.08
non-small cell lung cancer KRAS_12 ATR Any deletion 1193 54 0.10 -0.53 0.69 1232.21 1.00 3504 1178 39 15 FALSE 0.13
colorectal cancer KRAS_12 PDGFRA Any deletion 1213 230 -0.09 -0.39 0.20 1575.13 1.00 2715 1148 165 65 TRUE 0.27
cancer of unknown primary KRAS_12 PDGFRA Any deletion 230 60 -0.56 -1.36 0.13 1349.90 1.00 1135 224 54 6 TRUE 0.82
non-small cell lung cancer KRAS_12 PDGFRA Any deletion 1684 94 -0.51 -1.03 -0.02 1455.18 1.00 4760 1667 77 17 TRUE 1.30
ovarian cancer KRAS_12 PDGFRA Any deletion 147 118 -0.64 -1.44 0.08 1297.61 1.00 1364 141 112 6 TRUE 1.02
colorectal cancer KRAS_12 FBXW7 Any deletion 1213 264 -0.16 -0.42 0.12 1423.03 1.00 2688 1141 192 72 TRUE 0.58
cancer of unknown primary KRAS_12 FBXW7 Any deletion 230 92 -0.65 -1.30 -0.05 1771.97 1.00 1106 221 83 9 TRUE 1.33
non-small cell lung cancer KRAS_12 FBXW7 Any deletion 1684 145 -0.72 -1.19 -0.31 1300.51 1.00 4714 1662 123 22 TRUE 2.92
uterine cancer KRAS_12 FBXW7 Any deletion 226 73 -0.86 -1.72 -0.10 1454.99 1.00 1550 222 69 4 TRUE 1.42
ovarian cancer KRAS_12 FBXW7 Any deletion 147 199 -1.12 -1.89 -0.45 1381.36 1.00 1283 141 193 6 TRUE 2.74
colorectal cancer KRAS_12 MAP3K1 Any deletion 1208 198 -0.43 -0.76 -0.09 1547.83 1.00 2713 1163 153 45 FALSE 1.93
cancer of unknown primary KRAS_12 MAP3K1 Any deletion 229 80 -0.42 -1.10 0.17 1472.32 1.00 1117 218 69 11 FALSE 0.71
non-small cell lung cancer KRAS_12 MAP3K1 Any deletion 1660 218 -0.94 -1.35 -0.56 1489.06 1.00 4595 1633 191 27 FALSE 5.60
uterine cancer KRAS_12 MAP3K1 Any deletion 226 61 -1.44 -2.65 -0.54 1382.14 1.00 1556 225 60 1 FALSE 2.12
ovarian cancer KRAS_12 MAP3K1 Any deletion 147 164 -1.61 -2.62 -0.83 1497.82 1.00 1314 145 162 2 FALSE 3.36
colorectal cancer KRAS_12 NSD1 Any deletion 976 83 -0.84 -1.45 -0.32 1472.09 1.00 2215 964 71 12 FALSE 2.40
non-small cell lung cancer KRAS_12 NSD1 Any deletion 1193 69 -0.43 -1.01 0.12 1475.40 1.00 3480 1179 55 14 FALSE 0.88
colorectal cancer KRAS_12 FLT4 Any deletion 1208 149 -0.56 -0.95 -0.19 1423.05 1.00 2747 1178 119 30 TRUE 2.39
cancer of unknown primary KRAS_12 FLT4 Any deletion 229 61 -0.89 -1.70 -0.19 1485.72 1.00 1129 225 57 4 TRUE 1.75
non-small cell lung cancer KRAS_12 FLT4 Any deletion 1660 162 -0.65 -1.05 -0.24 1408.64 1.00 4650 1634 136 26 TRUE 2.87
ovarian cancer KRAS_12 FLT4 Any deletion 147 80 -0.72 -1.54 0.01 1606.77 1.00 1400 143 76 4 TRUE 1.17
non-small cell lung cancer KRAS_12 PTPRD Any deletion 1299 202 -0.36 -0.72 -0.01 1366.90 1.00 3670 1259 162 40 FALSE 1.32
ovarian cancer KRAS_12 PTPRD Any deletion 101 64 -1.03 -2.37 -0.03 1344.89 1.00 963 99 62 2 FALSE 1.07
colorectal cancer KRAS_12 RET Any deletion 1213 79 -0.16 -0.62 0.33 1334.10 1.00 2825 1189 55 24 TRUE 0.29
non-small cell lung cancer KRAS_12 RET Any deletion 1684 113 -0.60 -1.14 -0.15 1526.34 1.00 4740 1668 97 16 TRUE 1.71
non-small cell lung cancer KRAS_12 KDM5A Any deletion 1193 63 0.64 0.13 1.15 1471.24 1.00 3497 1168 38 25 FALSE 1.90
colorectal cancer KRAS_12 TSHR Any deletion 976 116 -0.12 -0.54 0.28 1476.19 1.00 2201 945 85 31 TRUE 0.24
non-small cell lung cancer KRAS_12 TSHR Any deletion 1193 54 0.54 0.00 1.05 1566.20 1.00 3502 1172 33 21 TRUE 1.30
cancer of unknown primary KRAS_12 CREBBP Any deletion 229 51 -0.85 -1.85 0.01 1503.09 1.00 1142 225 47 4 TRUE 1.09
non-small cell lung cancer KRAS_12 CREBBP Any deletion 1660 67 -0.46 -1.08 0.10 1320.83 1.00 4740 1647 54 13 TRUE 0.88
ovarian cancer KRAS_12 CREBBP Any deletion 147 116 -0.84 -1.68 -0.09 1412.96 1.00 1365 142 111 5 TRUE 1.35
colorectal cancer KRAS_12 BRIP1 Any deletion 1208 103 0.40 0.00 0.80 1550.34 1.00 2803 1168 63 40 TRUE 1.27
ovarian cancer KRAS_12 BRIP1 Any deletion 147 83 -0.25 -1.10 0.50 1532.14 1.00 1399 141 77 6 TRUE 0.27
colorectal cancer KRAS_12 SMARCA4 Any deletion 1209 59 -0.30 -0.81 0.21 1573.97 1.00 2822 1195 45 14 FALSE 0.60
cancer of unknown primary KRAS_12 SMARCA4 Any deletion 229 63 0.03 -0.52 0.64 1499.37 1.00 1136 218 52 11 FALSE 0.04
non-small cell lung cancer KRAS_12 SMARCA4 Any deletion 1660 309 0.16 -0.07 0.42 1502.35 1.00 4575 1570 219 90 FALSE 0.74
uterine cancer KRAS_12 SMARCA4 Any deletion 226 55 -0.15 -0.91 0.51 1496.29 1.00 1568 220 49 6 FALSE 0.17
ovarian cancer KRAS_12 SMARCA4 Any deletion 147 82 -0.09 -0.75 0.54 1534.85 1.00 1401 140 75 7 FALSE 0.11
colorectal cancer KRAS_12 BLM Any deletion 1208 159 -0.18 -0.52 0.15 1376.57 1.00 2749 1166 117 42 TRUE 0.53
non-small cell lung cancer KRAS_12 BLM Any deletion 1660 143 -0.22 -0.60 0.15 1520.38 1.00 4675 1628 111 32 TRUE 0.60
uterine cancer KRAS_12 BLM Any deletion 226 53 -0.63 -1.53 0.15 1460.25 1.00 1566 223 50 3 TRUE 0.87
ovarian cancer KRAS_12 BLM Any deletion 147 72 -0.35 -1.10 0.35 1510.88 1.00 1409 142 67 5 TRUE 0.46
non-small cell lung cancer KRAS_12 PIK3CA Any deletion 1684 111 0.27 -0.14 0.69 1020.49 1.01 4761 1649 76 35 TRUE 0.71
colorectal cancer KRAS_12 GATA3 Any deletion 1208 82 -0.24 -0.66 0.22 1432.74 1.00 2807 1185 59 23 FALSE 0.55
non-small cell lung cancer KRAS_12 GATA3 Any deletion 1660 140 -0.43 -0.86 -0.03 1578.01 1.00 4670 1636 116 24 FALSE 1.40
colorectal cancer KRAS_12 ESR1 Any deletion 1209 57 0.23 -0.30 0.76 1401.04 1.00 2831 1188 36 21 TRUE 0.42
cancer of unknown primary KRAS_12 ESR1 Any deletion 230 73 -0.31 -1.02 0.33 1612.47 1.00 1125 221 64 9 TRUE 0.45
non-small cell lung cancer KRAS_12 ESR1 Any deletion 1660 249 0.18 -0.09 0.45 1282.99 1.00 4618 1587 176 73 TRUE 0.70
pancreatic cancer KRAS_12 ESR1 Any deletion 1438 91 -0.05 -0.47 0.38 1487.74 1.00 636 1377 30 61 TRUE 0.08
ovarian cancer KRAS_12 ESR1 Any deletion 147 119 -0.34 -1.07 0.28 1478.89 1.00 1365 139 111 8 TRUE 0.47
colorectal cancer KRAS_12 RNF43 Any deletion 977 53 -0.19 -0.80 0.38 1185.83 1.00 2248 963 39 14 TRUE 0.27
colorectal cancer KRAS_12 U2AF1 Any deletion 1189 127 -0.51 -0.96 -0.08 1567.09 1.00 2719 1163 101 26 FALSE 1.64
non-small cell lung cancer KRAS_12 U2AF1 Any deletion 1652 97 -0.05 -0.52 0.40 1403.84 1.00 4692 1627 72 25 FALSE 0.08
pancreatic cancer KRAS_12 U2AF1 Any deletion 1433 58 -0.26 -0.75 0.26 1467.46 1.00 639 1397 22 36 FALSE 0.50
ovarian cancer KRAS_12 U2AF1 Any deletion 144 57 -0.62 -1.75 0.27 1573.06 1.00 1392 141 54 3 FALSE 0.63
colorectal cancer KRAS_12 BAP1 Any deletion 1209 95 0.35 -0.10 0.74 1184.90 1.00 2809 1172 58 37 TRUE 1.00
cancer of unknown primary KRAS_12 BAP1 Any deletion 230 138 -0.45 -1.00 0.03 1434.71 1.00 1067 214 122 16 TRUE 1.04
non-small cell lung cancer KRAS_12 BAP1 Any deletion 1660 348 -0.32 -0.60 -0.07 1494.73 1.00 4517 1589 277 71 TRUE 1.76
pancreatic cancer KRAS_12 BAP1 Any deletion 1438 81 -0.66 -1.07 -0.22 1502.24 1.00 628 1395 38 43 TRUE 2.57
ovarian cancer KRAS_12 BAP1 Any deletion 147 87 -1.56 -2.97 -0.47 1440.60 1.00 1390 146 86 1 TRUE 1.83
colorectal cancer KRAS_12 PTEN Any deletion 1213 247 0.16 -0.10 0.43 1429.63 1.00 2717 1129 163 84 TRUE 0.60
cancer of unknown primary KRAS_12 PTEN Any deletion 230 88 -0.61 -1.27 -0.04 1488.55 1.00 1110 221 79 9 TRUE 1.31
non-small cell lung cancer KRAS_12 PTEN Any deletion 1684 227 -0.91 -1.28 -0.54 1468.78 1.00 4638 1656 199 28 TRUE 5.92
uterine cancer KRAS_12 PTEN Any deletion 226 93 -1.25 -2.21 -0.50 1380.48 1.00 1528 224 91 2 TRUE 2.32
ovarian cancer KRAS_12 PTEN Any deletion 147 97 -0.84 -1.61 -0.15 1367.60 1.00 1383 143 93 4 TRUE 1.51
colorectal cancer KRAS_12 CTNNB1 Any deletion 1213 91 0.42 -0.03 0.83 1366.38 1.00 2826 1176 54 37 TRUE 1.30
cancer of unknown primary KRAS_12 CTNNB1 Any deletion 230 124 -0.56 -1.16 0.01 1401.27 1.00 1078 217 111 13 TRUE 1.23
non-small cell lung cancer KRAS_12 CTNNB1 Any deletion 1684 323 -0.31 -0.59 -0.05 1344.93 1.00 4581 1617 256 67 TRUE 1.56
pancreatic cancer KRAS_12 CTNNB1 Any deletion 1438 65 -0.87 -1.34 -0.37 1488.03 1.00 632 1407 34 31 TRUE 3.36
ovarian cancer KRAS_12 CTNNB1 Any deletion 147 70 -1.41 -2.84 -0.30 1504.86 1.00 1407 146 69 1 TRUE 1.51
colorectal cancer KRAS_12 ARID1A Any deletion 1209 315 0.11 -0.12 0.35 1495.58 1.00 2652 1109 215 100 TRUE 0.45
cancer of unknown primary KRAS_12 ARID1A Any deletion 229 94 0.21 -0.35 0.72 1358.77 1.00 1113 211 76 18 TRUE 0.37
non-small cell lung cancer KRAS_12 ARID1A Any deletion 1660 173 0.29 -0.04 0.58 1267.16 1.00 4676 1605 118 55 TRUE 1.15
pancreatic cancer KRAS_12 ARID1A Any deletion 1438 102 -0.14 -0.52 0.27 1262.84 1.00 630 1372 36 66 TRUE 0.30
uterine cancer KRAS_12 ARID1A Any deletion 226 73 0.10 -0.55 0.72 1491.27 1.00 1556 216 63 10 TRUE 0.13
ovarian cancer KRAS_12 ARID1A Any deletion 147 146 0.65 0.16 1.11 1420.46 1.00 1353 124 123 23 TRUE 2.09
colorectal cancer KRAS_12 PIK3R1 Any deletion 1209 243 -0.43 -0.73 -0.13 1376.21 1.00 2679 1154 188 55 TRUE 2.26
cancer of unknown primary KRAS_12 PIK3R1 Any deletion 230 86 -0.37 -0.97 0.20 1508.19 1.00 1115 218 74 12 TRUE 0.66
non-small cell lung cancer KRAS_12 PIK3R1 Any deletion 1660 241 -0.89 -1.26 -0.54 1558.93 1.00 4584 1629 210 31 TRUE 5.76
uterine cancer KRAS_12 PIK3R1 Any deletion 226 65 -1.19 -2.15 -0.38 1419.08 1.00 1556 224 63 2 TRUE 2.05
ovarian cancer KRAS_12 PIK3R1 Any deletion 147 196 -1.39 -2.22 -0.67 1300.18 1.00 1284 143 192 4 TRUE 3.43
colorectal cancer KRAS_12 FAT1 Any deletion 956 169 -0.40 -0.77 -0.06 1471.15 1.00 2109 917 130 39 FALSE 1.56
cancer of unknown primary KRAS_12 FAT1 Any deletion 177 74 -1.29 -2.30 -0.49 1505.12 1.00 878 174 71 3 FALSE 2.29
non-small cell lung cancer KRAS_12 FAT1 Any deletion 1185 87 -0.31 -0.82 0.16 1176.84 1.00 3437 1166 68 19 FALSE 0.65
ovarian cancer KRAS_12 FAT1 Any deletion 91 98 -0.90 -1.87 -0.13 1400.63 1.00 828 87 94 4 FALSE 1.37
colorectal cancer KRAS_12 FGFR4 Any deletion 1209 131 -0.68 -1.11 -0.30 1390.54 1.00 2760 1185 107 24 TRUE 2.78
cancer of unknown primary KRAS_12 FGFR4 Any deletion 230 55 -0.85 -1.63 -0.09 1300.00 1.00 1138 226 51 4 TRUE 1.54
non-small cell lung cancer KRAS_12 FGFR4 Any deletion 1660 167 -0.67 -1.09 -0.27 1331.37 1.00 4653 1634 141 26 TRUE 2.85
ovarian cancer KRAS_12 FGFR4 Any deletion 147 92 -0.67 -1.44 -0.01 1502.87 1.00 1389 142 87 5 TRUE 1.20
non-small cell lung cancer KRAS_12 CIC Any deletion 1193 55 -1.32 -2.35 -0.43 1337.62 1.00 3485 1188 50 5 TRUE 2.15
non-small cell lung cancer KRAS_12 KDM6A Any deletion 1660 60 -0.36 -1.04 0.25 1029.12 1.00 4738 1648 48 12 FALSE 0.56
colorectal cancer KRAS_12 ABL1 Any deletion 1212 53 -0.88 -1.60 -0.25 1538.31 1.00 2834 1204 45 8 TRUE 2.02
cancer of unknown primary KRAS_12 ABL1 Any deletion 230 66 -0.57 -1.32 0.13 1365.92 1.00 1128 223 59 7 TRUE 0.92
non-small cell lung cancer KRAS_12 ABL1 Any deletion 1684 166 -0.29 -0.67 0.05 1086.00 1.00 4699 1648 130 36 TRUE 0.92
uterine cancer KRAS_12 ABL1 Any deletion 226 84 -0.96 -1.81 -0.23 1599.29 1.00 1538 222 80 4 TRUE 1.69
ovarian cancer KRAS_12 ABL1 Any deletion 147 166 -0.53 -1.18 0.05 1399.37 1.00 1320 137 156 10 TRUE 1.07
colorectal cancer KRAS_12 NOTCH2 Any deletion 1209 134 0.49 0.14 0.83 1278.31 1.00 2788 1154 79 55 TRUE 2.35
non-small cell lung cancer KRAS_12 NOTCH2 Any deletion 1660 186 0.23 -0.08 0.53 1473.74 1.00 4665 1603 129 57 TRUE 0.85
pancreatic cancer KRAS_12 NOTCH2 Any deletion 1438 52 -0.85 -1.39 -0.32 1627.80 1.00 638 1414 28 24 TRUE 2.64
non-small cell lung cancer KRAS_12 SMO Any deletion 1684 80 -0.82 -1.47 -0.22 1310.01 1.00 4768 1673 69 11 TRUE 2.02
colorectal cancer KRAS_12 KMT2A Any deletion 1208 100 0.24 -0.16 0.62 1469.86 1.00 2802 1172 64 36 FALSE 0.62
cancer of unknown primary KRAS_12 KMT2A Any deletion 229 100 -0.72 -1.41 -0.10 1417.78 1.00 1096 220 91 9 FALSE 1.50
non-small cell lung cancer KRAS_12 KMT2A Any deletion 1660 136 -0.24 -0.67 0.12 1349.76 1.00 4680 1630 106 30 FALSE 0.62
pancreatic cancer KRAS_12 KMT2A Any deletion 1433 51 -2.15 -2.86 -1.53 1470.20 1.00 623 1424 42 9 FALSE 9.98
uterine cancer KRAS_12 KMT2A Any deletion 226 70 -0.88 -1.87 0.00 1293.56 1.00 1552 222 66 4 FALSE 1.20
ovarian cancer KRAS_12 KMT2A Any deletion 147 73 0.30 -0.42 0.98 1491.69 1.00 1413 137 63 10 FALSE 0.38
non-small cell lung cancer KRAS_12 JAK3 Any deletion 1684 226 0.24 -0.07 0.50 103.82 1.01 4679 1616 158 68 TRUE 0.89
cancer of unknown primary KRAS_12 BRCA2 Any deletion 230 97 -0.63 -1.22 -0.07 1486.64 1.00 1102 220 87 10 TRUE 1.47
non-small cell lung cancer KRAS_12 BRCA2 Any deletion 1660 341 -0.37 -0.64 -0.11 1569.06 1.00 4522 1591 272 69 TRUE 2.14
uterine cancer KRAS_12 BRCA2 Any deletion 226 80 -1.01 -1.86 -0.31 1331.80 1.01 1542 223 77 3 TRUE 2.03
ovarian cancer KRAS_12 BRCA2 Any deletion 147 159 -0.91 -1.59 -0.30 1509.36 1.00 1323 141 153 6 TRUE 2.16
non-small cell lung cancer KRAS_12 NOTCH3 Any deletion 1193 103 0.34 -0.06 0.73 1423.51 1.00 3473 1160 70 33 TRUE 1.09
colorectal cancer KRAS_12 FGFR3 Any deletion 1213 235 -0.06 -0.34 0.20 1366.54 1.00 2713 1145 167 68 TRUE 0.17
cancer of unknown primary KRAS_12 FGFR3 Any deletion 230 67 -0.52 -1.24 0.13 1506.86 1.00 1129 223 60 7 TRUE 0.88
non-small cell lung cancer KRAS_12 FGFR3 Any deletion 1684 158 -0.51 -0.91 -0.12 1651.91 1.00 4707 1656 130 28 TRUE 2.05
ovarian cancer KRAS_12 FGFR3 Any deletion 147 102 -0.47 -1.18 0.20 1522.97 1.00 1380 141 96 6 TRUE 0.75
colorectal cancer KRAS_12 IGF1R Any deletion 1209 163 -0.24 -0.57 0.08 1451.81 1.00 2745 1168 122 41 TRUE 0.81
non-small cell lung cancer KRAS_12 IGF1R Any deletion 1660 156 -0.12 -0.47 0.22 1527.56 1.00 4676 1622 118 38 TRUE 0.31
uterine cancer KRAS_12 IGF1R Any deletion 226 54 -0.65 -1.55 0.09 1458.70 1.00 1568 223 51 3 TRUE 0.90
ovarian cancer KRAS_12 IGF1R Any deletion 147 73 -0.36 -1.11 0.33 1390.53 1.00 1408 142 68 5 TRUE 0.46
non-small cell lung cancer KRAS_12 KEAP1 Any deletion 1540 241 0.21 -0.06 0.47 1482.16 1.00 4233 1468 169 72 FALSE 0.85
ovarian cancer KRAS_12 KEAP1 Any deletion 126 58 0.27 -0.54 1.00 1491.04 1.00 1226 119 51 7 FALSE 0.30
colorectal cancer KRAS_12 CDKN2A Any deletion 1213 119 -0.33 -0.74 0.08 1514.39 1.00 2789 1185 91 28 TRUE 0.92
cancer of unknown primary KRAS_12 CDKN2A Any deletion 230 290 0.18 -0.16 0.50 1457.58 1.00 952 177 237 53 TRUE 0.53
non-small cell lung cancer KRAS_12 CDKN2A Any deletion 1684 952 -0.30 -0.48 -0.14 1721.07 1.00 4086 1483 751 201 TRUE 3.25
pancreatic cancer KRAS_12 CDKN2A Any deletion 1438 377 0.42 0.18 0.67 1536.30 1.00 573 1154 93 284 TRUE 3.03
uterine cancer KRAS_12 CDKN2A Any deletion 226 86 -0.93 -1.82 -0.15 1431.16 1.00 1537 222 82 4 TRUE 1.51
ovarian cancer KRAS_12 CDKN2A Any deletion 147 149 0.55 0.05 1.01 1591.68 1.00 1349 125 127 22 TRUE 1.58
colorectal cancer KRAS_12 FANCA Any deletion 1209 54 -0.44 -1.05 0.15 1358.97 1.00 2826 1196 41 13 TRUE 0.81
cancer of unknown primary KRAS_12 FANCA Any deletion 229 81 -1.59 -2.74 -0.76 1374.95 1.00 1109 227 79 2 TRUE 2.75
non-small cell lung cancer KRAS_12 FANCA Any deletion 1660 207 -0.30 -0.63 0.03 1450.84 1.00 4631 1616 163 44 TRUE 1.10
uterine cancer KRAS_12 FANCA Any deletion 226 103 -0.88 -1.69 -0.18 1452.60 1.00 1520 220 97 6 TRUE 1.64
ovarian cancer KRAS_12 FANCA Any deletion 147 196 -0.72 -1.41 -0.14 1408.08 1.00 1290 137 186 10 TRUE 1.63
non-small cell lung cancer KRAS_12 PPP2R1A Any deletion 1193 78 -0.47 -1.14 0.03 335.92 1.01 3479 1179 64 14 FALSE 0.93
non-small cell lung cancer KRAS_12 ERBB3 Any deletion 1660 53 -1.92 -3.37 -0.79 833.80 1.00 4744 1657 50 3 TRUE 2.49
colorectal cancer KRAS_12 SMAD4 Any deletion 1213 872 0.20 0.04 0.35 1369.13 1.00 2294 927 586 286 TRUE 1.79
cancer of unknown primary KRAS_12 SMAD4 Any deletion 230 139 0.00 -0.47 0.45 1541.11 1.00 1073 207 116 23 TRUE 0.01
non-small cell lung cancer KRAS_12 SMAD4 Any deletion 1684 402 -0.26 -0.51 -0.03 1456.15 1.00 4521 1598 316 86 TRUE 1.41
pancreatic cancer KRAS_12 SMAD4 Any deletion 1438 252 0.51 0.21 0.82 1511.37 1.00 609 1243 57 195 TRUE 3.03
uterine cancer KRAS_12 SMAD4 Any deletion 226 65 -0.33 -1.13 0.38 1517.49 1.00 1560 220 59 6 TRUE 0.40
ovarian cancer KRAS_12 SMAD4 Any deletion 147 175 -0.52 -1.16 0.06 1506.32 1.00 1311 137 165 10 TRUE 1.02
colorectal cancer KRAS_12 ATM Any deletion 1213 133 0.15 -0.22 0.52 1523.56 1.00 2792 1168 88 45 TRUE 0.38
cancer of unknown primary KRAS_12 ATM Any deletion 230 104 -0.47 -1.07 0.09 1550.32 1.00 1097 218 92 12 TRUE 0.93
non-small cell lung cancer KRAS_12 ATM Any deletion 1684 148 -0.27 -0.65 0.12 1344.16 1.00 4721 1652 116 32 TRUE 0.75
pancreatic cancer KRAS_12 ATM Any deletion 1438 56 -2.04 -2.67 -1.45 1409.25 1.00 621 1427 45 11 TRUE 9.97
uterine cancer KRAS_12 ATM Any deletion 226 77 -0.96 -1.90 -0.13 1401.55 1.00 1546 222 73 4 TRUE 1.51
ovarian cancer KRAS_12 ATM Any deletion 147 87 0.00 -0.76 0.64 1539.36 1.00 1398 138 78 9 TRUE 0.00
cancer of unknown primary KRAS_12 RB1 Any deletion 230 135 -0.53 -1.06 -0.03 1486.21 1.00 1070 214 119 16 TRUE 1.40
non-small cell lung cancer KRAS_12 RB1 Any deletion 1684 417 -0.52 -0.78 -0.27 1488.63 1.00 4495 1609 342 75 TRUE 4.18
uterine cancer KRAS_12 RB1 Any deletion 226 159 -1.27 -2.03 -0.64 1465.07 1.00 1465 221 154 5 TRUE 3.33
ovarian cancer KRAS_12 RB1 Any deletion 147 211 -1.17 -1.94 -0.53 1510.59 1.00 1271 141 205 6 TRUE 3.11
non-small cell lung cancer KRAS_12 KMT2D Any deletion 1660 65 -1.74 -2.96 -0.87 148.49 1.02 4725 1656 61 4 FALSE 2.92
colorectal cancer KRAS_12 TSC2 Any deletion 1209 59 0.20 -0.33 0.74 1570.76 1.00 2830 1187 37 22 TRUE 0.34
cancer of unknown primary KRAS_12 TSC2 Any deletion 230 52 -1.30 -2.45 -0.31 1465.51 1.00 1139 228 50 2 TRUE 1.75
non-small cell lung cancer KRAS_12 TSC2 Any deletion 1660 80 -0.55 -1.12 0.00 1431.83 1.00 4728 1646 66 14 TRUE 1.24
ovarian cancer KRAS_12 TSC2 Any deletion 147 115 -1.01 -1.97 -0.26 1306.12 1.00 1365 143 111 4 TRUE 1.64
colorectal cancer KRAS_12 APC Any deletion 1212 266 -0.19 -0.47 0.08 1597.63 1.00 2684 1141 195 71 TRUE 0.73
cancer of unknown primary KRAS_12 APC Any deletion 230 76 -0.34 -1.02 0.28 1613.58 1.00 1121 219 65 11 TRUE 0.54
non-small cell lung cancer KRAS_12 APC Any deletion 1684 245 -0.81 -1.18 -0.46 1629.04 1.00 4618 1650 211 34 TRUE 4.89
uterine cancer KRAS_12 APC Any deletion 226 52 -1.54 -2.92 -0.48 1473.51 1.00 1564 226 52 0 TRUE 1.83
ovarian cancer KRAS_12 APC Any deletion 147 135 -1.26 -2.20 -0.45 1666.22 1.00 1344 144 132 3 TRUE 2.44
colorectal cancer KRAS_12 ERBB2 Any deletion 1213 80 0.49 0.03 0.93 1497.20 1.00 2834 1179 46 34 TRUE 1.48
uterine cancer KRAS_12 ERBB2 Any deletion 226 54 -1.41 -2.92 -0.23 1307.41 1.00 1567 224 52 2 TRUE 1.41
ovarian cancer KRAS_12 ERBB2 Any deletion 147 154 -2.42 -4.34 -1.15 1516.05 1.00 1323 146 153 1 TRUE 2.53
colorectal cancer KRAS_12 JAK1 Any deletion 977 103 0.31 -0.08 0.67 1421.16 1.00 2221 940 66 37 TRUE 0.93
non-small cell lung cancer KRAS_12 JAK1 Any deletion 1193 67 0.32 -0.14 0.77 1357.42 1.00 3498 1171 45 22 TRUE 0.74
colorectal cancer KRAS_12 CCND1 Any deletion 1209 74 0.37 -0.11 0.82 1482.25 1.00 2821 1181 46 28 TRUE 0.91
non-small cell lung cancer KRAS_12 ARID2 Any deletion 1660 95 -1.01 -1.72 -0.44 207.73 1.01 4702 1649 84 11 FALSE 2.62
colorectal cancer KRAS_12 MTOR Any deletion 1209 256 0.28 0.02 0.55 1431.68 1.00 2702 1118 165 91 TRUE 1.45
cancer of unknown primary KRAS_12 MTOR Any deletion 230 80 -0.18 -0.79 0.38 1664.34 1.00 1119 219 69 11 TRUE 0.26
non-small cell lung cancer KRAS_12 MTOR Any deletion 1660 152 0.50 0.18 0.84 1577.52 1.00 4698 1604 96 56 TRUE 2.57
pancreatic cancer KRAS_12 MTOR Any deletion 1438 72 -0.61 -1.05 -0.16 1634.96 1.00 632 1400 34 38 TRUE 2.13
uterine cancer KRAS_12 MTOR Any deletion 226 61 -0.25 -1.02 0.47 1446.16 1.00 1562 220 55 6 TRUE 0.29
ovarian cancer KRAS_12 MTOR Any deletion 147 107 0.88 0.36 1.40 1507.29 1.00 1390 126 86 21 TRUE 3.18
cancer of unknown primary KRAS_12 NOTCH1 Any deletion 230 59 -0.57 -1.31 0.13 1336.52 1.00 1136 224 53 6 TRUE 0.94
non-small cell lung cancer KRAS_12 NOTCH1 Any deletion 1684 166 -0.15 -0.49 0.19 1615.59 1.00 4711 1644 126 40 TRUE 0.41
uterine cancer KRAS_12 NOTCH1 Any deletion 226 83 -0.86 -1.68 -0.11 1464.15 1.00 1540 222 79 4 TRUE 1.44
ovarian cancer KRAS_12 NOTCH1 Any deletion 147 173 -0.45 -1.09 0.10 1532.04 1.00 1314 136 162 11 TRUE 0.86
colorectal cancer KRAS_12 SETD2 Any deletion 1209 106 0.30 -0.10 0.73 1355.62 1.00 2801 1169 66 40 FALSE 0.82
cancer of unknown primary KRAS_12 SETD2 Any deletion 229 136 -0.49 -1.04 0.05 1471.44 1.00 1067 214 121 15 FALSE 1.13
non-small cell lung cancer KRAS_12 SETD2 Any deletion 1660 351 -0.34 -0.60 -0.07 1474.16 1.00 4514 1589 280 71 FALSE 1.88
pancreatic cancer KRAS_12 SETD2 Any deletion 1438 80 -0.63 -1.09 -0.19 1465.81 1.00 629 1395 37 43 FALSE 2.30
ovarian cancer KRAS_12 SETD2 Any deletion 147 79 -1.48 -2.93 -0.43 1503.65 1.00 1398 146 78 1 FALSE 1.65
colorectal cancer KRAS_12 PBRM1 Any deletion 1167 90 0.24 -0.21 0.67 1531.14 1.00 2686 1134 57 33 TRUE 0.56
cancer of unknown primary KRAS_12 PBRM1 Any deletion 224 135 -0.52 -1.07 0.00 1426.02 1.00 1013 209 120 15 TRUE 1.24
non-small cell lung cancer KRAS_12 PBRM1 Any deletion 1540 308 -0.32 -0.60 -0.04 1422.63 1.00 4158 1476 244 64 TRUE 1.62
pancreatic cancer KRAS_12 PBRM1 Any deletion 1413 77 -0.72 -1.16 -0.28 1524.17 1.00 608 1373 37 40 TRUE 2.84
ovarian cancer KRAS_12 PBRM1 Any deletion 126 70 -1.42 -2.76 -0.25 1494.68 1.00 1208 125 69 1 TRUE 1.55
non-small cell lung cancer KRAS_12 EPHA3 Any deletion 1427 157 -0.62 -1.06 -0.21 1426.27 1.00 4110 1402 132 25 FALSE 2.40
colorectal cancer KRAS_12 KIT Any deletion 1213 228 -0.10 -0.39 0.20 1493.14 1.00 2716 1149 164 64 TRUE 0.31
cancer of unknown primary KRAS_12 KIT Any deletion 230 64 -0.51 -1.24 0.15 1368.23 1.00 1132 223 57 7 TRUE 0.79
non-small cell lung cancer KRAS_12 KIT Any deletion 1684 97 -0.59 -1.11 -0.10 1669.81 1.00 4756 1668 81 16 TRUE 1.69
ovarian cancer KRAS_12 KIT Any deletion 147 124 -0.67 -1.47 -0.03 1600.69 1.00 1358 141 118 6 TRUE 1.16
colorectal cancer KRAS_12 KDR Any deletion 1213 228 -0.10 -0.40 0.20 1590.10 1.00 2716 1149 164 64 TRUE 0.29
cancer of unknown primary KRAS_12 KDR Any deletion 230 63 -0.46 -1.18 0.19 1312.32 1.00 1133 223 56 7 TRUE 0.71
non-small cell lung cancer KRAS_12 KDR Any deletion 1684 98 -0.61 -1.12 -0.13 1462.19 1.00 4755 1668 82 16 TRUE 1.73
ovarian cancer KRAS_12 KDR Any deletion 147 125 -0.56 -1.27 0.11 1353.87 1.00 1358 140 118 7 TRUE 0.93
colorectal cancer KRAS_12 RAD50 Any deletion 977 110 -0.73 -1.20 -0.29 1476.14 1.00 2196 958 91 19 FALSE 2.70
cancer of unknown primary KRAS_12 RAD50 Any deletion 177 52 -1.04 -2.17 -0.26 1477.05 1.00 910 175 50 2 FALSE 1.57
non-small cell lung cancer KRAS_12 RAD50 Any deletion 1193 100 -0.37 -0.86 0.09 1495.09 1.00 3464 1172 79 21 FALSE 0.91
non-small cell lung cancer KRAS_12 CSF1R Any deletion 1331 73 -1.08 -1.92 -0.36 1516.55 1.00 3844 1323 65 8 TRUE 2.28
colorectal cancer KRAS_12 PARK2 Any deletion 1194 103 -0.16 -0.59 0.26 1336.71 1.00 2759 1166 75 28 FALSE 0.32
cancer of unknown primary KRAS_12 PARK2 Any deletion 229 92 -0.71 -1.42 -0.07 1298.74 1.00 1094 221 84 8 FALSE 1.38
non-small cell lung cancer KRAS_12 PARK2 Any deletion 1652 279 0.12 -0.14 0.38 1473.24 1.00 4560 1573 200 79 FALSE 0.43
pancreatic cancer KRAS_12 PARK2 Any deletion 1428 96 -0.04 -0.44 0.38 1323.80 1.00 629 1363 31 65 FALSE 0.08
ovarian cancer KRAS_12 PARK2 Any deletion 144 173 -0.53 -1.21 0.08 1386.93 1.00 1284 134 163 10 FALSE 0.97
colorectal cancer KRAS_12 NTRK2 Any deletion 1209 54 -0.60 -1.23 0.01 1514.83 1.00 2824 1198 43 11 FALSE 1.29
cancer of unknown primary KRAS_12 NTRK2 Any deletion 229 74 -0.52 -1.16 0.09 1536.91 1.00 1123 221 66 8 FALSE 0.93
non-small cell lung cancer KRAS_12 NTRK2 Any deletion 1660 186 -0.24 -0.59 0.08 1259.97 1.00 4649 1619 145 41 FALSE 0.80
uterine cancer KRAS_12 NTRK2 Any deletion 226 75 -0.82 -1.72 -0.10 1456.34 1.00 1548 222 71 4 FALSE 1.34
ovarian cancer KRAS_12 NTRK2 Any deletion 147 150 -0.74 -1.45 -0.06 1585.12 1.00 1333 140 143 7 FALSE 1.47
cancer of unknown primary KRAS_12 PTCH1 Any deletion 230 73 -0.58 -1.25 0.05 1481.56 1.00 1123 223 66 7 TRUE 1.09
non-small cell lung cancer KRAS_12 PTCH1 Any deletion 1660 178 -0.21 -0.56 0.14 1558.81 1.00 4657 1619 137 41 TRUE 0.58
uterine cancer KRAS_12 PTCH1 Any deletion 226 79 -0.66 -1.44 -0.01 1565.21 1.00 1545 221 74 5 TRUE 1.16
ovarian cancer KRAS_12 PTCH1 Any deletion 147 158 -0.46 -1.09 0.10 1477.89 1.00 1328 137 148 10 TRUE 0.89
colorectal cancer KRAS_12 TET1 Any deletion 862 68 -0.28 -0.81 0.23 1329.97 1.00 2011 844 50 18 FALSE 0.53
non-small cell lung cancer KRAS_12 TET1 Any deletion 1148 69 -0.69 -1.35 -0.07 1397.21 1.00 3303 1139 60 9 FALSE 1.47
colorectal cancer KRAS_12 FGFR2 Any deletion 1213 125 0.12 -0.25 0.50 1601.77 1.00 2798 1170 82 43 TRUE 0.28
cancer of unknown primary KRAS_12 FGFR2 Any deletion 230 63 -0.48 -1.17 0.12 1504.86 1.00 1132 224 57 6 TRUE 0.82
non-small cell lung cancer KRAS_12 FGFR2 Any deletion 1684 192 -0.50 -0.85 -0.15 1385.62 1.00 4678 1651 159 33 TRUE 2.22
non-small cell lung cancer KRAS_12 HNF1A Any deletion 1676 105 -1.19 -1.84 -0.62 1574.15 1.00 4713 1665 94 11 TRUE 3.67
ovarian cancer KRAS_12 HNF1A Any deletion 144 69 -1.84 -3.71 -0.50 1490.23 1.00 1378 143 68 1 TRUE 1.62
colorectal cancer KRAS_12 DICER1 Any deletion 1188 220 -0.19 -0.50 0.11 1535.38 1.00 2655 1132 164 56 TRUE 0.68
cancer of unknown primary KRAS_12 DICER1 Any deletion 229 60 -0.29 -0.98 0.35 1311.27 1.00 1124 222 53 7 TRUE 0.39
non-small cell lung cancer KRAS_12 DICER1 Any deletion 1652 98 0.26 -0.13 0.66 1417.62 1.00 4690 1620 66 32 TRUE 0.72
ovarian cancer KRAS_12 DICER1 Any deletion 144 71 0.36 -0.30 1.01 1449.21 1.00 1385 134 61 10 TRUE 0.56
colorectal cancer KRAS_12 NTRK3 Any deletion 1209 175 -0.15 -0.48 0.19 1510.36 1.00 2739 1162 128 47 FALSE 0.43
non-small cell lung cancer KRAS_12 NTRK3 Any deletion 1660 151 -0.16 -0.53 0.19 1463.67 1.00 4679 1624 115 36 FALSE 0.40
uterine cancer KRAS_12 NTRK3 Any deletion 226 62 -0.61 -1.45 0.15 1499.44 1.00 1561 222 58 4 FALSE 0.86
ovarian cancer KRAS_12 NTRK3 Any deletion 147 97 -0.58 -1.36 0.10 1448.60 1.00 1384 142 92 5 FALSE 0.93
non-small cell lung cancer KRAS_12 PALB2 Any deletion 1660 57 -1.15 -2.03 -0.40 1240.94 1.00 4743 1654 51 6 TRUE 2.15
ovarian cancer KRAS_12 PALB2 Any deletion 147 74 -0.74 -1.89 0.21 1244.05 1.00 1406 143 70 4 TRUE 0.79
non-small cell lung cancer KRAS_12 CTCF Any deletion 1193 67 0.11 -0.40 0.68 1485.47 1.00 3487 1174 48 19 FALSE 0.16
ovarian cancer KRAS_12 CTCF Any deletion 94 90 -0.81 -1.93 0.05 1406.06 1.00 866 90 86 4 FALSE 0.98
cancer of unknown primary KRAS_12 CDH1 Any deletion 230 72 -1.58 -2.77 -0.67 1398.04 1.00 1117 228 70 2 TRUE 2.51
non-small cell lung cancer KRAS_12 CDH1 Any deletion 1684 155 -0.12 -0.52 0.24 1429.61 1.00 4713 1645 116 39 TRUE 0.30
uterine cancer KRAS_12 CDH1 Any deletion 226 115 -1.00 -1.79 -0.30 1474.63 1.00 1509 220 109 6 TRUE 2.05
ovarian cancer KRAS_12 CDH1 Any deletion 147 217 -1.06 -1.74 -0.45 1455.40 1.00 1267 139 209 8 TRUE 2.71
ovarian cancer KRAS_12 CDK12 Any deletion 94 62 -2.30 -5.14 -0.54 1355.24 1.00 891 93 61 1 FALSE 1.27
colorectal cancer KRAS_12 STK11 Any deletion 1213 98 -0.52 -1.03 -0.05 1448.07 1.00 2802 1193 78 20 TRUE 1.42
cancer of unknown primary KRAS_12 STK11 Any deletion 230 77 0.06 -0.56 0.64 1422.33 1.00 1126 216 63 14 TRUE 0.07
non-small cell lung cancer KRAS_12 STK11 Any deletion 1684 344 0.02 -0.23 0.26 1402.34 1.00 4584 1593 253 91 TRUE 0.06
pancreatic cancer KRAS_12 STK11 Any deletion 1438 53 -0.02 -0.55 0.56 1637.21 1.00 650 1401 16 37 TRUE 0.02
uterine cancer KRAS_12 STK11 Any deletion 226 124 -0.84 -1.59 -0.17 1404.65 1.00 1502 219 117 7 TRUE 1.76
ovarian cancer KRAS_12 STK11 Any deletion 147 291 -0.93 -1.54 -0.39 1444.67 1.00 1197 135 279 12 TRUE 2.92
non-small cell lung cancer KRAS_12 BRD4 Any deletion 1652 262 0.24 -0.03 0.51 1564.00 1.00 4574 1572 182 80 FALSE 1.08
colorectal cancer KRAS_12 EP300 Any deletion 1208 236 0.52 0.25 0.79 1542.13 1.00 2727 1111 139 97 TRUE 3.75
cancer of unknown primary KRAS_12 EP300 Any deletion 229 66 -0.16 -0.83 0.49 1438.17 1.00 1131 219 56 10 TRUE 0.19
non-small cell lung cancer KRAS_12 EP300 Any deletion 1660 143 0.21 -0.16 0.55 1468.07 1.00 4687 1616 99 44 TRUE 0.59
pancreatic cancer KRAS_12 EP300 Any deletion 1433 63 -0.37 -0.86 0.11 1361.38 1.00 640 1395 25 38 TRUE 0.84
uterine cancer KRAS_12 EP300 Any deletion 226 100 -1.29 -2.28 -0.49 1416.53 1.00 1521 223 97 3 TRUE 2.31
ovarian cancer KRAS_12 EP300 Any deletion 147 228 -0.94 -1.64 -0.34 1542.51 1.00 1257 138 219 9 TRUE 2.41
non-small cell lung cancer KRAS_12 ERBB4 Any deletion 1684 66 -0.96 -1.78 -0.26 998.56 1.00 4779 1676 58 8 TRUE 1.87
cancer of unknown primary KRAS_12 ERCC5 Any deletion 220 77 -0.48 -1.12 0.15 1533.79 1.00 1067 211 68 9 TRUE 0.87
non-small cell lung cancer KRAS_12 ERCC5 Any deletion 1615 289 -0.33 -0.61 -0.06 1521.20 1.00 4385 1555 229 60 TRUE 1.65
uterine cancer KRAS_12 ERCC5 Any deletion 222 54 -0.78 -1.68 -0.04 1531.66 1.00 1524 219 51 3 TRUE 1.24
ovarian cancer KRAS_12 ERCC5 Any deletion 136 133 -0.85 -1.63 -0.19 1608.91 1.00 1264 131 128 5 TRUE 1.65
colorectal cancer KRAS_12 BRCA1 Any deletion 1209 95 0.25 -0.20 0.67 1523.17 1.00 2807 1174 60 35 TRUE 0.62
uterine cancer KRAS_12 BRCA1 Any deletion 226 69 -1.15 -2.31 -0.20 1433.99 1.00 1553 223 66 3 TRUE 1.47
ovarian cancer KRAS_12 BRCA1 Any deletion 147 163 -1.62 -2.75 -0.69 1427.34 1.00 1316 144 160 3 TRUE 2.67
colorectal cancer KRAS_12 TSC1 Any deletion 1209 54 -0.68 -1.29 -0.09 1325.47 1.00 2823 1199 44 10 TRUE 1.48
cancer of unknown primary KRAS_12 TSC1 Any deletion 230 64 -0.51 -1.27 0.18 1579.62 1.00 1132 223 57 7 TRUE 0.78
non-small cell lung cancer KRAS_12 TSC1 Any deletion 1660 149 -0.18 -0.57 0.18 1521.60 1.00 4680 1625 114 35 TRUE 0.46
uterine cancer KRAS_12 TSC1 Any deletion 226 82 -0.89 -1.78 -0.12 1413.64 1.00 1541 222 78 4 TRUE 1.45
ovarian cancer KRAS_12 TSC1 Any deletion 147 170 -0.55 -1.20 0.03 1363.28 1.00 1316 137 160 10 TRUE 1.07
colorectal cancer KRAS_12 FLCN Any deletion 1188 589 0.00 -0.19 0.20 1522.18 1.00 2405 1013 414 175 TRUE 0.02
cancer of unknown primary KRAS_12 FLCN Any deletion 229 113 -0.01 -0.52 0.45 1395.41 1.00 1085 210 94 19 TRUE 0.02
non-small cell lung cancer KRAS_12 FLCN Any deletion 1652 373 -0.27 -0.54 -0.03 1406.02 1.00 4462 1573 294 79 TRUE 1.46
pancreatic cancer KRAS_12 FLCN Any deletion 1428 121 0.56 0.15 0.99 1487.04 1.00 636 1331 24 97 TRUE 2.01
uterine cancer KRAS_12 FLCN Any deletion 226 92 -0.80 -1.64 -0.08 1451.64 1.00 1518 221 87 5 TRUE 1.32
ovarian cancer KRAS_12 FLCN Any deletion 144 258 -0.48 -1.00 0.00 1485.46 1.00 1204 128 242 16 TRUE 1.17
colorectal cancer KRAS_12 NF1 Any deletion 1209 105 0.23 -0.17 0.63 1415.23 1.00 2800 1171 67 38 TRUE 0.59
non-small cell lung cancer KRAS_12 NF1 Any deletion 1660 61 -0.89 -1.67 -0.17 1415.19 1.00 4741 1652 53 8 TRUE 1.75
uterine cancer KRAS_12 NF1 Any deletion 226 70 -1.22 -2.41 -0.30 1387.68 1.00 1552 223 67 3 TRUE 1.69
ovarian cancer KRAS_12 NF1 Any deletion 147 216 -2.16 -3.42 -1.18 1261.40 1.00 1262 145 214 2 TRUE 3.73
cancer of unknown primary KRAS_12 FLT1 Any deletion 229 92 -0.68 -1.28 -0.08 1480.18 1.00 1104 220 83 9 FALSE 1.54
non-small cell lung cancer KRAS_12 FLT1 Any deletion 1660 345 -0.38 -0.65 -0.10 1381.58 1.00 4510 1591 276 69 FALSE 2.19
uterine cancer KRAS_12 FLT1 Any deletion 226 66 -0.93 -1.82 -0.16 1619.19 1.00 1555 223 63 3 FALSE 1.59
ovarian cancer KRAS_12 FLT1 Any deletion 147 158 -0.91 -1.68 -0.28 1573.24 1.00 1324 141 152 6 FALSE 2.07
colorectal cancer KRAS_12 RASA1 Any deletion 862 150 -0.56 -0.96 -0.18 1319.76 1.00 1942 831 119 31 FALSE 2.26
cancer of unknown primary KRAS_12 RASA1 Any deletion 168 68 -1.26 -2.25 -0.46 1515.97 1.00 842 165 65 3 FALSE 2.23
non-small cell lung cancer KRAS_12 RASA1 Any deletion 1148 123 -0.61 -1.09 -0.16 1383.68 1.00 3261 1127 102 21 FALSE 1.98
ovarian cancer KRAS_12 RASA1 Any deletion 83 74 -1.36 -2.58 -0.40 1536.40 1.00 795 82 73 1 FALSE 1.95
non-small cell lung cancer KRAS_12 IDH1 Any deletion 1684 51 -1.26 -2.24 -0.42 1236.64 1.00 4791 1679 46 5 TRUE 2.14
colorectal cancer KRAS_12 EPHA5 Any deletion 1003 119 -0.09 -0.49 0.30 1498.22 1.00 2300 969 85 34 FALSE 0.17
non-small cell lung cancer KRAS_12 EPHA5 Any deletion 1427 67 -0.32 -0.94 0.24 1470.34 1.00 4189 1413 53 14 FALSE 0.54
ovarian cancer KRAS_12 EPHA5 Any deletion 125 84 -1.19 -2.51 -0.22 1360.24 1.00 1171 123 82 2 FALSE 1.36
colorectal cancer KRAS_12 MLH1 Any deletion 1213 89 0.36 -0.05 0.79 1488.93 1.00 2826 1178 54 35 TRUE 1.03
cancer of unknown primary KRAS_12 MLH1 Any deletion 230 119 -0.52 -1.10 0.04 1532.41 1.00 1083 217 106 13 TRUE 1.12
non-small cell lung cancer KRAS_12 MLH1 Any deletion 1684 330 -0.33 -0.62 -0.06 1435.11 1.00 4574 1617 263 67 TRUE 1.71
pancreatic cancer KRAS_12 MLH1 Any deletion 1438 68 -0.83 -1.30 -0.38 1491.40 1.00 631 1405 35 33 TRUE 3.50
ovarian cancer KRAS_12 MLH1 Any deletion 147 70 -1.40 -2.72 -0.32 1597.67 1.00 1407 146 69 1 TRUE 1.61
colorectal cancer KRAS_12 ROS1 Any deletion 1209 73 -0.06 -0.60 0.43 1428.49 1.00 2815 1188 52 21 TRUE 0.10
cancer of unknown primary KRAS_12 ROS1 Any deletion 229 72 0.10 -0.48 0.67 1624.26 1.00 1130 216 59 13 TRUE 0.13
non-small cell lung cancer KRAS_12 ROS1 Any deletion 1660 259 0.21 -0.07 0.49 1378.80 1.00 4613 1582 181 78 TRUE 0.88
pancreatic cancer KRAS_12 ROS1 Any deletion 1438 87 0.04 -0.39 0.50 1461.48 1.00 639 1378 27 60 TRUE 0.06
ovarian cancer KRAS_12 ROS1 Any deletion 147 125 -0.26 -0.94 0.34 1347.25 1.00 1360 138 116 9 TRUE 0.36
cancer of unknown primary KRAS_12 FLT3 Any deletion 230 92 -0.65 -1.34 -0.09 1479.90 1.00 1106 221 83 9 TRUE 1.39
non-small cell lung cancer KRAS_12 FLT3 Any deletion 1684 353 -0.38 -0.65 -0.10 1526.15 1.00 4554 1614 283 70 TRUE 2.12
uterine cancer KRAS_12 FLT3 Any deletion 226 64 -0.77 -1.59 -0.03 1363.46 1.00 1559 222 60 4 TRUE 1.30
ovarian cancer KRAS_12 FLT3 Any deletion 147 161 -0.90 -1.62 -0.28 1337.93 1.00 1321 141 155 6 TRUE 2.04
cancer of unknown primary KRAS_12 DIS3 Any deletion 229 92 -0.56 -1.17 0.01 1378.24 1.00 1104 219 82 10 FALSE 1.18
non-small cell lung cancer KRAS_12 DIS3 Any deletion 1660 309 -0.31 -0.60 -0.06 1520.38 1.00 4542 1595 244 65 FALSE 1.69
uterine cancer KRAS_12 DIS3 Any deletion 226 65 -0.91 -1.84 -0.11 1520.78 1.00 1554 223 62 3 FALSE 1.50
ovarian cancer KRAS_12 DIS3 Any deletion 147 146 -0.94 -1.71 -0.28 1361.73 1.00 1335 142 141 5 FALSE 1.99
colorectal cancer KRAS_12 AXL Any deletion 1209 51 -0.19 -0.84 0.37 1552.37 1.00 2830 1195 37 14 FALSE 0.27
non-small cell lung cancer KRAS_12 AXL Any deletion 1660 120 -0.60 -1.07 -0.14 1304.83 1.00 4693 1641 101 19 FALSE 1.87
ovarian cancer KRAS_12 AXL Any deletion 147 97 -0.07 -0.78 0.56 1279.95 1.00 1388 138 88 9 FALSE 0.07
colorectal cancer KRAS_12 MAP2K4 Any deletion 1209 602 0.01 -0.18 0.19 1579.60 1.00 2445 1029 422 180 TRUE 0.06
cancer of unknown primary KRAS_12 MAP2K4 Any deletion 229 128 0.12 -0.36 0.57 1420.00 1.00 1083 206 105 23 TRUE 0.21
non-small cell lung cancer KRAS_12 MAP2K4 Any deletion 1660 404 -0.16 -0.39 0.07 1413.33 1.00 4483 1567 311 93 TRUE 0.73
pancreatic cancer KRAS_12 MAP2K4 Any deletion 1438 153 0.58 0.20 0.97 1345.83 1.00 635 1316 31 122 TRUE 2.47
uterine cancer KRAS_12 MAP2K4 Any deletion 226 95 -0.83 -1.68 -0.12 1231.89 1.00 1527 221 90 5 TRUE 1.46
ovarian cancer KRAS_12 MAP2K4 Any deletion 147 256 -0.60 -1.16 -0.08 1494.36 1.00 1234 133 242 14 TRUE 1.57
colorectal cancer KRAS_12 ARID1B Any deletion 1194 62 0.21 -0.30 0.73 1369.76 1.00 2794 1172 40 22 TRUE 0.37
cancer of unknown primary KRAS_12 ARID1B Any deletion 229 88 -0.55 -1.23 0.06 1506.18 1.00 1100 220 79 9 TRUE 1.03
non-small cell lung cancer KRAS_12 ARID1B Any deletion 1652 275 0.09 -0.17 0.35 1493.83 1.00 4561 1576 199 76 TRUE 0.29
pancreatic cancer KRAS_12 ARID1B Any deletion 1428 95 0.00 -0.42 0.44 1380.97 1.00 630 1363 30 65 TRUE 0.00
ovarian cancer KRAS_12 ARID1B Any deletion 144 172 -0.52 -1.16 0.12 1510.60 1.00 1285 134 162 10 TRUE 0.94
colorectal cancer KRAS_12 NKX2-1 Any deletion 1208 219 -0.22 -0.53 0.08 1561.26 1.00 2703 1152 163 56 TRUE 0.83
cancer of unknown primary KRAS_12 NKX2-1 Any deletion 230 52 -0.59 -1.43 0.15 1490.72 1.00 1140 225 47 5 TRUE 0.82
non-small cell lung cancer KRAS_12 NKX2-1 Any deletion 1660 54 -0.82 -1.55 -0.18 1586.02 1.00 4739 1653 47 7 TRUE 1.74
ovarian cancer KRAS_12 NKX2-1 Any deletion 147 108 0.10 -0.55 0.68 1503.57 1.00 1380 135 96 12 TRUE 0.13
cancer of unknown primary KRAS_12 WT1 Any deletion 230 54 -0.34 -1.14 0.36 1555.51 1.00 1140 223 47 7 TRUE 0.43
non-small cell lung cancer KRAS_12 WT1 Any deletion 1660 88 -0.55 -1.06 -0.03 1244.24 1.00 4713 1645 73 15 TRUE 1.42
non-small cell lung cancer KRAS_12 MET Any deletion 1684 62 -1.24 -2.16 -0.44 1569.56 1.00 4781 1678 56 6 TRUE 2.44
colorectal cancer KRAS_12 MEN1 Any deletion 1208 87 0.32 -0.10 0.73 1548.38 1.00 2812 1175 54 33 TRUE 0.87
non-small cell lung cancer KRAS_12 MEN1 Any deletion 1660 70 -1.21 -2.03 -0.48 1415.22 1.00 4723 1653 63 7 TRUE 2.66
pancreatic cancer KRAS_12 MEN1 Any deletion 1433 54 -2.61 -3.42 -1.92 1482.67 1.00 618 1426 47 7 TRUE 11.01
non-small cell lung cancer KRAS_12 BRAF Any deletion 1684 65 -1.13 -1.98 -0.42 1273.85 1.00 4779 1677 58 7 TRUE 2.38
colorectal cancer KRAS_12 B2M Any deletion 1094 210 -0.32 -0.63 0.01 1351.53 1.00 2481 1044 160 50 FALSE 1.31
cancer of unknown primary KRAS_12 B2M Any deletion 220 56 -0.80 -1.57 -0.10 1539.29 1.00 1085 216 52 4 FALSE 1.45
non-small cell lung cancer KRAS_12 B2M Any deletion 1615 215 -0.13 -0.45 0.18 1491.96 1.00 4452 1562 162 53 FALSE 0.38
uterine cancer KRAS_12 B2M Any deletion 222 82 -0.72 -1.48 -0.06 1428.28 1.00 1503 217 77 5 FALSE 1.34
ovarian cancer KRAS_12 B2M Any deletion 136 135 -0.84 -1.60 -0.15 1489.54 1.00 1262 131 130 5 FALSE 1.65
colorectal cancer KRAS_12 TET2 Any deletion 1208 261 -0.20 -0.49 0.07 1390.56 1.00 2674 1139 192 69 TRUE 0.76
cancer of unknown primary KRAS_12 TET2 Any deletion 230 85 -0.72 -1.42 -0.09 1400.04 1.00 1109 222 77 8 TRUE 1.45
non-small cell lung cancer KRAS_12 TET2 Any deletion 1660 142 -0.79 -1.25 -0.35 1576.59 1.00 4664 1640 122 20 TRUE 3.38
uterine cancer KRAS_12 TET2 Any deletion 226 71 -0.71 -1.52 0.00 1448.00 1.00 1550 221 66 5 TRUE 1.16
ovarian cancer KRAS_12 TET2 Any deletion 147 205 -1.14 -1.92 -0.47 1574.34 1.00 1277 141 199 6 TRUE 2.89
colorectal cancer KRAS_12 PDGFRB Any deletion 1209 114 -0.85 -1.34 -0.37 1402.95 1.00 2771 1191 96 18 TRUE 3.29
cancer of unknown primary KRAS_12 PDGFRB Any deletion 229 59 -0.83 -1.63 -0.09 1558.45 1.00 1135 224 54 5 TRUE 1.48
non-small cell lung cancer KRAS_12 PDGFRB Any deletion 1660 176 -0.78 -1.21 -0.42 1474.27 1.00 4643 1635 151 25 TRUE 3.84
ovarian cancer KRAS_12 PDGFRB Any deletion 147 86 -0.98 -1.81 -0.20 1451.84 1.00 1393 144 83 3 TRUE 1.74
ovarian cancer KRAS_12 CARD11 Any deletion 147 103 -2.79 -5.44 -0.98 1227.78 1.00 1374 146 102 1 FALSE 1.83
non-small cell lung cancer KRAS_12 DNMT3A Any deletion 1660 53 -0.90 -1.77 -0.12 1382.71 1.00 4740 1653 46 7 TRUE 1.49
colorectal cancer KRAS_12 MAX Any deletion 863 110 -0.30 -0.75 0.10 634.07 1.01 1978 837 84 26 FALSE 0.74
colorectal cancer KRAS_12 SOX9 Any deletion 1188 95 0.48 0.04 0.88 1476.09 1.00 2763 1149 56 39 FALSE 1.61
ovarian cancer KRAS_12 SOX9 Any deletion 144 72 -0.49 -1.53 0.40 1434.36 1.00 1378 140 68 4 FALSE 0.49
ovarian cancer KRAS_12 ETV1 Any deletion 147 101 -2.67 -5.35 -0.98 1224.87 1.00 1376 146 100 1 TRUE 1.74
colorectal cancer KRAS_12 JAK2 Any deletion 1213 89 -0.45 -0.94 0.01 1363.93 1.00 2810 1194 70 19 TRUE 1.15
cancer of unknown primary KRAS_12 JAK2 Any deletion 230 119 0.14 -0.34 0.60 1551.75 1.00 1092 208 97 22 TRUE 0.26
non-small cell lung cancer KRAS_12 JAK2 Any deletion 1684 355 -0.29 -0.55 -0.04 1309.79 1.00 4556 1610 281 74 TRUE 1.56
pancreatic cancer KRAS_12 JAK2 Any deletion 1438 106 0.29 -0.13 0.74 1470.70 1.00 639 1359 27 79 TRUE 0.72
uterine cancer KRAS_12 JAK2 Any deletion 226 62 -0.45 -1.33 0.26 1528.88 1.00 1562 221 57 5 TRUE 0.58
ovarian cancer KRAS_12 JAK2 Any deletion 147 123 -0.07 -0.73 0.54 1418.28 1.00 1364 136 112 11 TRUE 0.08
colorectal cancer KRAS_12 SMAD2 Any deletion 1208 776 0.15 -0.02 0.32 1547.49 1.00 2339 959 527 249 TRUE 1.05
cancer of unknown primary KRAS_12 SMAD2 Any deletion 229 117 0.09 -0.38 0.59 1467.47 1.00 1091 208 96 21 TRUE 0.15
non-small cell lung cancer KRAS_12 SMAD2 Any deletion 1660 363 -0.26 -0.51 -0.02 1442.77 1.00 4501 1582 285 78 TRUE 1.34
pancreatic cancer KRAS_12 SMAD2 Any deletion 1433 174 0.26 -0.07 0.58 1573.88 1.00 619 1305 46 128 TRUE 0.91
uterine cancer KRAS_12 SMAD2 Any deletion 226 58 -0.24 -1.05 0.46 1510.17 1.00 1566 220 52 6 TRUE 0.27
ovarian cancer KRAS_12 SMAD2 Any deletion 147 164 -0.45 -1.10 0.11 1460.65 1.00 1322 137 154 10 TRUE 0.84
colorectal cancer KRAS_12 FGFR1 Any deletion 1213 321 0.03 -0.22 0.28 1329.87 1.00 2656 1116 224 97 TRUE 0.09
cancer of unknown primary KRAS_12 FGFR1 Any deletion 230 85 -0.03 -0.61 0.51 1332.21 1.00 1118 216 71 14 TRUE 0.03
non-small cell lung cancer KRAS_12 FGFR1 Any deletion 1684 363 -0.11 -0.36 0.12 1148.77 1.00 4561 1597 276 87 TRUE 0.43
pancreatic cancer KRAS_12 FGFR1 Any deletion 1438 70 0.33 -0.19 0.89 1485.73 1.00 650 1384 16 54 TRUE 0.65
uterine cancer KRAS_12 FGFR1 Any deletion 226 76 -1.21 -2.29 -0.27 1404.08 1.00 1545 224 74 2 TRUE 1.78
ovarian cancer KRAS_12 FGFR1 Any deletion 147 143 -0.43 -1.11 0.23 1485.72 1.00 1342 138 134 9 TRUE 0.69
colorectal cancer KRAS_12 MITF Any deletion 1208 74 0.10 -0.38 0.56 1171.41 1.00 2817 1183 49 25 FALSE 0.17
cancer of unknown primary KRAS_12 MITF Any deletion 229 136 -0.82 -1.44 -0.25 1358.86 1.00 1062 218 125 11 FALSE 2.10
non-small cell lung cancer KRAS_12 MITF Any deletion 1660 311 -0.34 -0.63 -0.06 1289.59 1.00 4538 1597 248 63 FALSE 1.71
pancreatic cancer KRAS_12 MITF Any deletion 1433 70 -0.82 -1.29 -0.35 1402.63 1.00 629 1399 36 34 FALSE 3.18
ovarian cancer KRAS_12 MITF Any deletion 147 70 -0.82 -1.82 0.09 1501.19 1.00 1409 144 67 3 FALSE 1.00
colorectal cancer KRAS_12 SH2B3 Any deletion 1150 61 -0.23 -0.85 0.32 1547.89 1.00 2671 1133 44 17 FALSE 0.36
non-small cell lung cancer KRAS_12 SH2B3 Any deletion 1593 103 -0.94 -1.53 -0.44 1462.32 1.00 4387 1580 90 13 FALSE 3.07
ovarian cancer KRAS_12 SH2B3 Any deletion 138 70 -1.50 -3.16 -0.34 1386.24 1.00 1323 137 69 1 FALSE 1.46
non-small cell lung cancer KRAS_12 GLI1 Any deletion 1585 55 -1.98 -3.25 -0.90 940.03 1.01 4395 1582 52 3 FALSE 2.94
colorectal cancer KRAS_12 MGA Any deletion 804 120 -0.38 -0.82 0.03 1440.93 1.00 1817 777 93 27 FALSE 1.09
non-small cell lung cancer KRAS_12 MGA Any deletion 1081 118 0.08 -0.31 0.49 1623.63 1.00 2970 1047 84 34 FALSE 0.16
ovarian cancer KRAS_12 MGA Any deletion 74 66 -0.64 -1.78 0.31 1565.71 1.00 721 71 63 3 FALSE 0.66
colorectal cancer KRAS_12 TCF3 Any deletion 1036 110 -0.59 -1.06 -0.15 1412.66 1.00 2401 1015 89 21 FALSE 1.89
cancer of unknown primary KRAS_12 TCF3 Any deletion 215 72 0.12 -0.48 0.66 1224.48 1.00 1041 201 58 14 FALSE 0.17
non-small cell lung cancer KRAS_12 TCF3 Any deletion 1548 337 -0.09 -0.34 0.15 1612.54 1.00 4053 1463 252 85 FALSE 0.31
pancreatic cancer KRAS_12 TCF3 Any deletion 1368 55 0.06 -0.46 0.60 1710.31 1.00 589 1328 15 40 FALSE 0.08
uterine cancer KRAS_12 TCF3 Any deletion 210 141 -1.00 -1.75 -0.33 1372.69 1.00 1342 203 134 7 FALSE 2.24
ovarian cancer KRAS_12 TCF3 Any deletion 127 300 -0.96 -1.54 -0.38 1407.29 1.00 1020 115 288 12 FALSE 2.94
colorectal cancer KRAS_12 TCF7L2 Any deletion 1036 147 0.23 -0.10 0.56 1517.51 1.00 2396 983 94 53 FALSE 0.75
cancer of unknown primary KRAS_12 TCF7L2 Any deletion 215 68 -0.67 -1.43 0.00 1418.73 1.00 1034 209 62 6 FALSE 1.22
non-small cell lung cancer KRAS_12 TCF7L2 Any deletion 1548 177 -0.72 -1.15 -0.35 1457.83 1.00 4154 1522 151 26 FALSE 3.41
ovarian cancer KRAS_12 TCF7L2 Any deletion 127 60 -0.79 -1.77 0.05 1124.55 1.00 1250 125 58 2 FALSE 1.01
non-small cell lung cancer KRAS_12 POLD1 Any deletion 1118 85 -0.61 -1.26 -0.06 718.58 1.00 3125 1104 71 14 TRUE 1.31
non-small cell lung cancer KRAS_12 EPHA7 Any deletion 1352 174 -0.04 -0.42 0.30 1329.71 1.00 3773 1308 130 44 FALSE 0.10
ovarian cancer KRAS_12 EPHA7 Any deletion 113 62 -0.38 -1.40 0.49 1587.42 1.00 1081 109 58 4 FALSE 0.37
ovarian cancer KRAS_12 SLX4 Any deletion 59 55 -0.65 -2.08 0.47 1467.39 1.00 594 56 52 3 FALSE 0.50
non-small cell lung cancer RAS_12C TP53 Any deletion 309 496 -0.31 -0.82 0.16 1414.20 1.00 5734 291 478 18 TRUE 0.66
non-small cell lung cancer RAS_12C ATR Any deletion 233 54 -1.63 -3.92 0.23 27.31 1.06 4450 232 53 1 FALSE 0.94
non-small cell lung cancer RAS_12C PDGFRA Any deletion 309 94 -0.63 -2.20 0.46 334.83 1.00 6121 306 91 3 TRUE 0.46
non-small cell lung cancer RAS_12C FBXW7 Any deletion 309 145 -0.73 -1.80 0.20 331.94 1.02 6071 305 141 4 TRUE 0.83
non-small cell lung cancer RAS_12C MAP3K1 Any deletion 308 218 -0.87 -1.83 -0.03 1246.58 1.00 5925 303 213 5 FALSE 1.24
non-small cell lung cancer RAS_12C NSD1 Any deletion 233 69 -1.75 -4.39 0.15 1272.16 1.00 4427 232 68 1 FALSE 0.86
non-small cell lung cancer RAS_12C FLT4 Any deletion 308 162 -1.11 -2.61 -0.16 192.06 1.02 5979 305 159 3 TRUE 1.16
non-small cell lung cancer RAS_12C PTPRD Any deletion 244 202 0.00 -0.69 0.60 1214.70 1.00 4695 234 192 10 FALSE 0.00
non-small cell lung cancer RAS_12C RET Any deletion 309 113 -0.17 -1.18 0.70 1377.68 1.00 6104 304 108 5 TRUE 0.14
non-small cell lung cancer RAS_12C KDM5A Any deletion 233 63 0.42 -0.58 1.27 1406.40 1.00 4437 228 58 5 FALSE 0.42
non-small cell lung cancer RAS_12C TSHR Any deletion 233 54 -0.54 -2.32 0.78 1441.51 1.00 4443 231 52 2 TRUE 0.31
non-small cell lung cancer RAS_12C CREBBP Any deletion 308 67 0.11 -1.11 1.09 1070.94 1.00 6083 304 63 4 TRUE 0.07
non-small cell lung cancer RAS_12C SMARCA4 Any deletion 308 309 0.32 -0.19 0.76 1373.06 1.00 5857 288 289 20 FALSE 0.73
non-small cell lung cancer RAS_12C PIK3CA Any deletion 309 111 0.12 -0.81 0.80 137.82 1.02 6107 303 105 6 TRUE 0.12
non-small cell lung cancer RAS_12C GATA3 Any deletion 308 140 -0.19 -1.18 0.60 1574.11 1.00 6004 302 134 6 FALSE 0.17
non-small cell lung cancer RAS_12C ESR1 Any deletion 308 249 0.08 -0.46 0.64 1256.65 1.00 5910 295 236 13 TRUE 0.10
non-small cell lung cancer RAS_12C U2AF1 Any deletion 308 97 -0.01 -1.08 0.85 1404.10 1.00 6016 303 92 5 FALSE 0.01
non-small cell lung cancer RAS_12C PTEN Any deletion 309 227 -0.90 -1.94 -0.05 1445.39 1.00 5990 304 222 5 TRUE 1.22
non-small cell lung cancer RAS_12C CTNNB1 Any deletion 309 323 -0.31 -0.98 0.28 1429.74 1.00 5901 297 311 12 TRUE 0.49
non-small cell lung cancer RAS_12C ARID1A Any deletion 308 173 0.28 -0.32 0.79 46.34 1.05 5984 297 162 11 TRUE 0.56
non-small cell lung cancer RAS_12C PIK3R1 Any deletion 308 241 -0.98 -2.08 -0.15 1549.21 1.00 5910 303 236 5 TRUE 1.37
non-small cell lung cancer RAS_12C FAT1 Any deletion 233 87 -0.57 -2.01 0.47 1370.62 1.00 4373 230 84 3 FALSE 0.43
non-small cell lung cancer RAS_12C CIC Any deletion 233 55 -5.75 -14.63 -0.84 1371.97 1.00 4440 233 55 0 TRUE 0.85
non-small cell lung cancer RAS_12C KDM6A Any deletion 308 60 -0.60 -2.43 0.68 966.76 1.00 6080 306 58 2 FALSE 0.35
non-small cell lung cancer RAS_12C NOTCH2 Any deletion 308 186 0.38 -0.23 0.92 1459.69 1.00 5973 295 173 13 TRUE 0.73
non-small cell lung cancer RAS_12C SMO Any deletion 309 80 -1.04 -2.57 0.36 19.61 1.17 6134 307 78 2 TRUE 0.65
non-small cell lung cancer RAS_12C KMT2A Any deletion 308 136 -0.97 -2.34 0.10 1381.41 1.00 6005 305 133 3 FALSE 0.91
non-small cell lung cancer RAS_12C JAK3 Any deletion 309 226 0.34 -0.22 0.84 1044.41 1.00 6001 294 211 15 TRUE 0.66
non-small cell lung cancer RAS_12C BRCA2 Any deletion 308 341 0.02 -0.52 0.48 1130.82 1.00 5822 291 324 17 TRUE 0.03
non-small cell lung cancer RAS_12C NOTCH3 Any deletion 233 103 0.47 -0.36 1.09 348.94 1.01 4408 225 95 8 TRUE 0.67
non-small cell lung cancer RAS_12C IGF1R Any deletion 308 156 -0.31 -1.19 0.46 465.01 1.01 5996 302 150 6 TRUE 0.34
non-small cell lung cancer RAS_12C KEAP1 Any deletion 289 241 0.32 -0.24 0.80 1217.34 1.00 5428 273 225 16 FALSE 0.62
non-small cell lung cancer RAS_12C CDKN2A Any deletion 309 952 -0.32 -0.66 0.04 1150.44 1.00 5295 274 917 35 TRUE 1.10
non-small cell lung cancer RAS_12C FANCA Any deletion 308 207 0.09 -0.56 0.69 1381.90 1.00 5950 297 196 11 TRUE 0.11
non-small cell lung cancer RAS_12C SMAD4 Any deletion 309 402 -0.39 -0.97 0.13 1430.06 1.00 5824 295 388 14 TRUE 0.78
non-small cell lung cancer RAS_12C ATM Any deletion 309 148 -0.70 -1.84 0.18 598.73 1.01 6068 305 144 4 TRUE 0.71
non-small cell lung cancer RAS_12C RB1 Any deletion 309 417 -0.20 -0.70 0.28 1120.78 1.00 5812 292 400 17 TRUE 0.36
non-small cell lung cancer RAS_12C KMT2D Any deletion 308 65 -1.60 -4.32 0.14 1310.40 1.00 6074 307 64 1 FALSE 0.78
non-small cell lung cancer RAS_12C TSC2 Any deletion 308 80 -0.39 -1.88 0.73 1149.15 1.00 6069 305 77 3 TRUE 0.26
non-small cell lung cancer RAS_12C APC Any deletion 309 245 -0.98 -2.06 -0.11 1195.24 1.00 5964 304 240 5 TRUE 1.36
non-small cell lung cancer RAS_12C JAK1 Any deletion 233 67 0.58 -0.40 1.40 1364.25 1.00 4442 227 61 6 TRUE 0.69
non-small cell lung cancer RAS_12C ARID2 Any deletion 308 95 -0.27 -1.43 0.65 1239.80 1.00 6047 304 91 4 FALSE 0.21
non-small cell lung cancer RAS_12C MTOR Any deletion 308 152 0.31 -0.39 0.91 1367.82 1.00 6004 298 142 10 TRUE 0.45
non-small cell lung cancer RAS_12C NOTCH1 Any deletion 309 166 -0.35 -1.24 0.44 367.68 1.01 6052 303 160 6 TRUE 0.36
non-small cell lung cancer RAS_12C SETD2 Any deletion 308 351 -0.41 -1.00 0.13 1381.24 1.00 5807 296 339 12 FALSE 0.81
non-small cell lung cancer RAS_12C PBRM1 Any deletion 289 308 -0.40 -1.08 0.20 1231.91 1.00 5356 278 297 11 TRUE 0.66
non-small cell lung cancer RAS_12C EPHA3 Any deletion 263 157 -0.47 -1.09 0.38 3.42 1.32 5255 257 151 6 FALSE 0.55
non-small cell lung cancer RAS_12C KIT Any deletion 309 97 -1.08 -2.72 0.15 1186.36 1.00 6117 307 95 2 TRUE 0.83
non-small cell lung cancer RAS_12C KDR Any deletion 309 98 -0.64 -2.03 0.41 1080.74 1.00 6117 306 95 3 TRUE 0.51
non-small cell lung cancer RAS_12C CSF1R Any deletion 245 73 -1.68 -4.56 0.10 1336.02 1.00 4923 244 72 1 TRUE 0.85
non-small cell lung cancer RAS_12C PARK2 Any deletion 308 279 0.02 -0.53 0.49 1274.05 1.00 5839 294 265 14 FALSE 0.03
non-small cell lung cancer RAS_12C NTRK2 Any deletion 308 186 -0.17 -1.00 0.54 883.19 1.00 5968 300 178 8 FALSE 0.18
non-small cell lung cancer RAS_12C PTCH1 Any deletion 308 178 -0.12 -0.93 0.57 1306.17 1.00 5976 300 170 8 TRUE 0.13
non-small cell lung cancer RAS_12C TET1 Any deletion 226 69 -0.81 -2.61 0.52 1352.95 1.00 4218 224 67 2 FALSE 0.51
non-small cell lung cancer RAS_12C DICER1 Any deletion 308 98 -0.74 -2.03 0.41 52.37 1.06 6005 305 95 3 TRUE 0.60
non-small cell lung cancer RAS_12C NTRK3 Any deletion 308 151 -0.10 -0.95 0.60 1439.18 1.00 6002 301 144 7 FALSE 0.10
non-small cell lung cancer RAS_12C PALB2 Any deletion 308 57 -0.56 -2.27 0.75 973.00 1.00 6091 306 55 2 TRUE 0.32
non-small cell lung cancer RAS_12C STK11 Any deletion 309 344 0.16 -0.37 0.64 418.30 1.00 5887 290 325 19 TRUE 0.27
non-small cell lung cancer RAS_12C BRD4 Any deletion 308 262 0.36 -0.15 0.80 1461.62 1.00 5856 290 244 18 FALSE 0.83
non-small cell lung cancer RAS_12C EP300 Any deletion 308 143 -0.03 -0.84 0.63 853.17 1.01 6002 301 136 7 TRUE 0.03
non-small cell lung cancer RAS_12C ERBB4 Any deletion 309 66 -0.28 -1.47 0.80 1033.43 1.01 6149 306 63 3 TRUE 0.22
non-small cell lung cancer RAS_12C ERCC5 Any deletion 301 289 0.13 -0.42 0.63 1308.61 1.00 5655 285 273 16 TRUE 0.20
non-small cell lung cancer RAS_12C TSC1 Any deletion 308 149 -0.48 -1.47 0.34 1406.44 1.00 6002 303 144 5 TRUE 0.50
non-small cell lung cancer RAS_12C NF1 Any deletion 308 61 -0.13 -1.53 0.90 1374.05 1.00 6088 305 58 3 TRUE 0.08
non-small cell lung cancer RAS_12C FLT1 Any deletion 308 345 0.07 -0.46 0.56 902.36 1.00 5811 290 327 18 FALSE 0.11
non-small cell lung cancer RAS_12C RASA1 Any deletion 226 123 -0.74 -2.27 0.33 32.70 1.05 4166 222 119 4 FALSE 0.57
non-small cell lung cancer RAS_12C EPHA5 Any deletion 263 67 0.15 -1.07 1.16 1304.12 1.00 5343 259 63 4 FALSE 0.10
non-small cell lung cancer RAS_12C ROS1 Any deletion 308 259 0.02 -0.57 0.58 1176.65 1.00 5900 295 246 13 TRUE 0.02
non-small cell lung cancer RAS_12C FLT3 Any deletion 309 353 0.06 -0.44 0.52 1278.81 1.00 5877 291 335 18 TRUE 0.09
non-small cell lung cancer RAS_12C DIS3 Any deletion 308 309 0.13 -0.41 0.61 693.37 1.00 5846 291 292 17 FALSE 0.21
non-small cell lung cancer RAS_12C ARID1B Any deletion 308 275 -0.05 -0.64 0.49 1567.13 1.00 5842 295 262 13 TRUE 0.06
non-small cell lung cancer RAS_12C NKX2-1 Any deletion 308 54 -5.74 -15.02 -0.80 1094.51 1.00 6084 308 54 0 TRUE 0.82
non-small cell lung cancer RAS_12C WT1 Any deletion 308 88 -1.90 -4.82 -0.17 1118.88 1.00 6051 307 87 1 TRUE 0.96
non-small cell lung cancer RAS_12C MET Any deletion 309 62 -1.59 -4.76 0.30 1277.33 1.00 6151 308 61 1 TRUE 0.70
non-small cell lung cancer RAS_12C BRAF Any deletion 309 65 -1.66 -4.41 0.19 912.02 1.00 6148 308 64 1 TRUE 0.81
non-small cell lung cancer RAS_12C TET2 Any deletion 308 142 -0.67 -1.79 0.29 1270.67 1.00 6000 304 138 4 TRUE 0.69
non-small cell lung cancer RAS_12C PDGFRB Any deletion 308 176 -0.91 -2.06 0.07 1279.98 1.00 5974 304 172 4 TRUE 1.03
non-small cell lung cancer RAS_12C DNMT3A Any deletion 308 53 -6.14 -14.87 -0.79 232.62 1.01 6085 308 53 0 TRUE 0.98
non-small cell lung cancer RAS_12C JAK2 Any deletion 309 355 -0.15 -0.74 0.35 834.20 1.00 5872 294 340 15 TRUE 0.24
non-small cell lung cancer RAS_12C GLI1 Any deletion 295 55 -5.81 -16.39 -0.81 1311.97 1.00 5682 295 55 0 FALSE 0.70
non-small cell lung cancer RAS_12C MGA Any deletion 213 118 -0.84 -2.32 0.49 72.00 1.04 3807 210 115 3 FALSE 0.62
non-small cell lung cancer RAS_12C POLD1 Any deletion 220 85 -0.97 -2.89 0.22 218.71 1.01 4011 218 83 2 TRUE 0.62
non-small cell lung cancer RAS_12C EPHA7 Any deletion 250 174 -0.26 -1.18 0.45 870.68 1.00 4838 243 167 7 FALSE 0.28
colorectal cancer KRAS_12C TP53 Any deletion 123 616 0.18 -0.30 0.63 1532.71 1.00 3376 101 594 22 TRUE 0.35
non-small cell lung cancer KRAS_12C TP53 Any deletion 835 496 -0.13 -0.41 0.14 1436.61 1.00 5247 778 439 57 TRUE 0.46
non-small cell lung cancer KRAS_12C ATR Any deletion 606 54 -0.05 -0.93 0.68 1458.77 1.00 4083 599 47 7 FALSE 0.05
colorectal cancer KRAS_12C PDGFRA Any deletion 123 230 0.07 -0.70 0.78 1648.51 1.00 3748 115 222 8 TRUE 0.08
non-small cell lung cancer KRAS_12C PDGFRA Any deletion 835 94 -0.38 -1.11 0.27 1488.70 1.00 5601 826 85 9 TRUE 0.55
colorectal cancer KRAS_12C FBXW7 Any deletion 123 264 -0.38 -1.29 0.38 1590.71 1.00 3712 117 258 6 TRUE 0.44
non-small cell lung cancer KRAS_12C FBXW7 Any deletion 835 145 -0.36 -0.95 0.15 1479.45 1.00 5555 821 131 14 TRUE 0.70
colorectal cancer KRAS_12C MAP3K1 Any deletion 123 198 -0.17 -1.13 0.59 1538.52 1.00 3759 117 192 6 FALSE 0.16
non-small cell lung cancer KRAS_12C MAP3K1 Any deletion 821 218 -0.93 -1.55 -0.40 1351.83 1.00 5419 809 206 12 FALSE 2.85
colorectal cancer KRAS_12C NSD1 Any deletion 98 83 -0.98 -3.01 0.37 1460.32 1.00 3082 97 82 1 FALSE 0.59
non-small cell lung cancer KRAS_12C NSD1 Any deletion 606 69 -0.38 -1.25 0.34 1370.27 1.00 4060 599 62 7 FALSE 0.47
colorectal cancer KRAS_12C FLT4 Any deletion 123 149 -0.59 -1.76 0.42 1393.26 1.00 3805 120 146 3 TRUE 0.54
non-small cell lung cancer KRAS_12C FLT4 Any deletion 821 162 -0.74 -1.38 -0.17 1422.37 1.00 5474 810 151 11 TRUE 1.70
non-small cell lung cancer KRAS_12C PTPRD Any deletion 642 202 -0.24 -0.69 0.22 1507.70 1.00 4308 621 181 21 FALSE 0.52
colorectal cancer KRAS_12C RET Any deletion 123 79 -0.94 -2.92 0.48 1578.65 1.00 3892 122 78 1 TRUE 0.55
non-small cell lung cancer KRAS_12C RET Any deletion 835 113 -0.48 -1.20 0.12 1460.65 1.00 5583 825 103 10 TRUE 0.82
non-small cell lung cancer KRAS_12C KDM5A Any deletion 606 63 0.32 -0.40 0.96 1455.56 1.00 4070 595 52 11 FALSE 0.46
colorectal cancer KRAS_12C TSHR Any deletion 98 116 -0.61 -2.17 0.50 1623.09 1.00 3050 96 114 2 TRUE 0.43
non-small cell lung cancer KRAS_12C TSHR Any deletion 606 54 0.35 -0.40 1.03 1588.00 1.00 4078 596 44 10 TRUE 0.48
non-small cell lung cancer KRAS_12C CREBBP Any deletion 821 67 -0.13 -0.97 0.62 1282.45 1.00 5574 813 59 8 TRUE 0.13
colorectal cancer KRAS_12C BRIP1 Any deletion 123 103 0.16 -1.08 1.06 1405.22 1.00 3852 119 99 4 TRUE 0.12
colorectal cancer KRAS_12C SMARCA4 Any deletion 123 59 -0.02 -1.41 1.10 1339.09 1.00 3896 121 57 2 FALSE 0.01
non-small cell lung cancer KRAS_12C SMARCA4 Any deletion 821 309 0.20 -0.12 0.51 1555.70 1.00 5371 774 262 47 FALSE 0.70
colorectal cancer KRAS_12C BLM Any deletion 123 159 -0.04 -0.98 0.77 1634.97 1.00 3797 118 154 5 TRUE 0.03
non-small cell lung cancer KRAS_12C BLM Any deletion 821 143 -0.11 -0.62 0.38 1347.64 1.00 5499 804 126 17 TRUE 0.17
non-small cell lung cancer KRAS_12C PIK3CA Any deletion 835 111 0.48 -0.04 0.90 58.68 1.04 5596 814 90 21 TRUE 1.16
colorectal cancer KRAS_12C GATA3 Any deletion 123 82 -0.03 -1.16 0.97 1450.43 1.00 3872 120 79 3 FALSE 0.02
non-small cell lung cancer KRAS_12C GATA3 Any deletion 821 140 -0.36 -0.93 0.16 1514.12 1.00 5498 808 127 13 FALSE 0.70
colorectal cancer KRAS_12C ESR1 Any deletion 123 57 -0.61 -2.72 0.82 1471.55 1.00 3897 122 56 1 TRUE 0.30
non-small cell lung cancer KRAS_12C ESR1 Any deletion 821 249 0.14 -0.22 0.47 1465.29 1.00 5420 785 213 36 TRUE 0.35
colorectal cancer KRAS_12C RNF43 Any deletion 98 53 -0.06 -2.00 1.32 1288.05 1.00 3115 96 51 2 TRUE 0.02
colorectal cancer KRAS_12C U2AF1 Any deletion 120 127 -0.09 -1.19 0.85 1485.22 1.00 3766 116 123 4 FALSE 0.06
non-small cell lung cancer KRAS_12C U2AF1 Any deletion 819 97 -0.08 -0.70 0.49 1249.51 1.00 5512 807 85 12 FALSE 0.11
colorectal cancer KRAS_12C PTEN Any deletion 123 247 0.44 -0.25 1.02 1380.47 1.00 3735 111 235 12 TRUE 0.75
non-small cell lung cancer KRAS_12C PTEN Any deletion 835 227 -0.54 -1.04 -0.08 1512.30 1.00 5477 817 209 18 TRUE 1.55
colorectal cancer KRAS_12C CTNNB1 Any deletion 123 91 1.44 0.75 2.07 1532.52 1.00 3890 112 80 11 TRUE 4.76
non-small cell lung cancer KRAS_12C CTNNB1 Any deletion 835 323 0.00 -0.34 0.32 1431.66 1.00 5404 794 282 41 TRUE 0.01
colorectal cancer KRAS_12C ARID1A Any deletion 123 315 0.24 -0.44 0.80 1448.83 1.00 3650 111 303 12 TRUE 0.37
non-small cell lung cancer KRAS_12C ARID1A Any deletion 821 173 0.36 -0.04 0.75 1497.96 1.00 5490 791 143 30 TRUE 1.10
colorectal cancer KRAS_12C PIK3R1 Any deletion 123 243 -0.04 -0.86 0.66 1336.70 1.00 3718 115 235 8 TRUE 0.03
non-small cell lung cancer KRAS_12C PIK3R1 Any deletion 821 241 -0.87 -1.42 -0.34 1379.39 1.00 5406 807 227 14 TRUE 2.96
colorectal cancer KRAS_12C FAT1 Any deletion 95 169 0.11 -0.79 0.89 1565.58 1.00 2937 89 163 6 FALSE 0.10
non-small cell lung cancer KRAS_12C FAT1 Any deletion 604 87 0.12 -0.49 0.72 1443.09 1.00 4012 591 74 13 FALSE 0.16
colorectal cancer KRAS_12C FGFR4 Any deletion 123 131 -0.87 -2.27 0.31 1619.66 1.00 3824 121 129 2 TRUE 0.70
non-small cell lung cancer KRAS_12C FGFR4 Any deletion 821 167 -0.79 -1.44 -0.20 1319.49 1.00 5477 810 156 11 TRUE 1.90
non-small cell lung cancer KRAS_12C CIC Any deletion 606 55 -1.08 -2.55 0.05 1228.33 1.00 4070 603 52 3 TRUE 1.00
non-small cell lung cancer KRAS_12C KDM6A Any deletion 821 60 -1.16 -2.50 -0.05 1449.78 1.00 5568 818 57 3 FALSE 1.24
colorectal cancer KRAS_12C ABL1 Any deletion 123 53 -2.00 -7.22 0.31 1391.98 1.00 3915 123 53 0 TRUE 0.50
non-small cell lung cancer KRAS_12C ABL1 Any deletion 835 166 -0.12 -0.60 0.31 1605.98 1.00 5532 815 146 20 TRUE 0.22
colorectal cancer KRAS_12C NOTCH2 Any deletion 123 134 0.79 0.02 1.44 1394.63 1.00 3828 114 125 9 TRUE 1.58
non-small cell lung cancer KRAS_12C NOTCH2 Any deletion 821 186 0.52 0.14 0.88 1492.88 1.00 5483 785 150 36 TRUE 2.22
non-small cell lung cancer KRAS_12C SMO Any deletion 835 80 -0.89 -1.89 -0.05 1311.22 1.00 5611 830 75 5 TRUE 1.21
colorectal cancer KRAS_12C KMT2A Any deletion 123 100 0.13 -0.94 1.03 1334.35 1.00 3855 119 96 4 FALSE 0.10
non-small cell lung cancer KRAS_12C KMT2A Any deletion 821 136 -0.18 -0.72 0.34 1413.69 1.00 5504 806 121 15 FALSE 0.28
non-small cell lung cancer KRAS_12C JAK3 Any deletion 835 226 0.23 -0.18 0.58 200.19 1.02 5495 800 191 35 TRUE 0.58
non-small cell lung cancer KRAS_12C BRCA2 Any deletion 821 341 -0.14 -0.49 0.20 1084.04 1.00 5331 782 302 39 TRUE 0.37
non-small cell lung cancer KRAS_12C NOTCH3 Any deletion 606 103 0.60 0.09 1.06 1228.07 1.00 4049 584 81 22 TRUE 1.81
colorectal cancer KRAS_12C FGFR3 Any deletion 123 235 0.06 -0.70 0.72 1520.92 1.00 3743 115 227 8 TRUE 0.07
non-small cell lung cancer KRAS_12C FGFR3 Any deletion 835 158 -0.22 -0.74 0.26 1545.53 1.00 5545 818 141 17 TRUE 0.42
colorectal cancer KRAS_12C IGF1R Any deletion 123 163 -0.31 -1.33 0.60 1514.30 1.00 3794 119 159 4 TRUE 0.28
non-small cell lung cancer KRAS_12C IGF1R Any deletion 821 156 -0.15 -0.69 0.32 1499.49 1.00 5495 803 138 18 TRUE 0.26
non-small cell lung cancer KRAS_12C KEAP1 Any deletion 769 241 0.22 -0.15 0.56 534.35 1.00 4970 731 203 38 FALSE 0.65
colorectal cancer KRAS_12C CDKN2A Any deletion 123 119 0.42 -0.51 1.16 1539.45 1.00 3857 117 113 6 TRUE 0.47
non-small cell lung cancer KRAS_12C CDKN2A Any deletion 835 952 -0.16 -0.36 0.06 1461.74 1.00 4842 727 844 108 TRUE 0.81
colorectal cancer KRAS_12C FANCA Any deletion 123 54 -0.57 -2.60 0.81 1628.62 1.00 3900 122 53 1 TRUE 0.29
non-small cell lung cancer KRAS_12C FANCA Any deletion 821 207 0.04 -0.37 0.41 1223.12 1.00 5454 793 179 28 TRUE 0.07
non-small cell lung cancer KRAS_12C ERBB3 Any deletion 821 53 -1.46 -3.12 -0.27 90.50 1.04 5582 819 51 2 TRUE 1.29
colorectal cancer KRAS_12C SMAD4 Any deletion 123 872 0.24 -0.18 0.65 1488.50 1.00 3130 91 840 32 TRUE 0.60
non-small cell lung cancer KRAS_12C SMAD4 Any deletion 835 402 -0.19 -0.52 0.11 1351.07 1.00 5328 791 358 44 TRUE 0.64
colorectal cancer KRAS_12C ATM Any deletion 123 133 0.61 -0.21 1.39 1652.34 1.00 3845 115 125 8 TRUE 0.92
non-small cell lung cancer KRAS_12C ATM Any deletion 835 148 -0.33 -0.91 0.17 1400.48 1.00 5552 821 134 14 TRUE 0.65
non-small cell lung cancer KRAS_12C RB1 Any deletion 835 417 -0.19 -0.51 0.13 1575.84 1.00 5315 789 371 46 TRUE 0.60
non-small cell lung cancer KRAS_12C KMT2D Any deletion 821 65 -1.26 -2.61 -0.24 1237.49 1.00 5563 818 62 3 FALSE 1.34
colorectal cancer KRAS_12C TSC2 Any deletion 123 59 -0.71 -2.60 0.66 1436.04 1.00 3895 122 58 1 TRUE 0.41
non-small cell lung cancer KRAS_12C TSC2 Any deletion 821 80 -0.36 -1.13 0.30 1380.00 1.00 5561 813 72 8 TRUE 0.48
colorectal cancer KRAS_12C APC Any deletion 123 266 -0.12 -0.88 0.55 1396.03 1.00 3710 115 258 8 TRUE 0.12
non-small cell lung cancer KRAS_12C APC Any deletion 835 245 -0.70 -1.22 -0.22 1323.00 1.00 5450 818 228 17 TRUE 2.28
colorectal cancer KRAS_12C ERBB2 Any deletion 123 80 0.06 -1.38 1.10 955.40 1.00 3893 120 77 3 TRUE 0.03
colorectal cancer KRAS_12C JAK1 Any deletion 98 103 -0.39 -1.98 0.73 1417.69 1.00 3065 96 101 2 TRUE 0.25
non-small cell lung cancer KRAS_12C JAK1 Any deletion 606 67 0.70 0.11 1.25 1598.90 1.00 4079 590 51 16 TRUE 1.78
non-small cell lung cancer KRAS_12C ARID2 Any deletion 821 95 -0.52 -1.30 0.24 355.48 1.01 5538 813 87 8 FALSE 0.74
colorectal cancer KRAS_12C MTOR Any deletion 123 256 0.37 -0.29 0.94 1480.42 1.00 3708 112 245 11 TRUE 0.61
non-small cell lung cancer KRAS_12C MTOR Any deletion 821 152 0.56 0.15 0.98 1482.56 1.00 5512 790 121 31 TRUE 2.12
non-small cell lung cancer KRAS_12C NOTCH1 Any deletion 835 166 0.07 -0.41 0.53 1115.56 1.00 5543 812 143 23 TRUE 0.12
colorectal cancer KRAS_12C SETD2 Any deletion 123 106 1.00 0.23 1.69 1438.55 1.00 3856 114 97 9 FALSE 2.17
non-small cell lung cancer KRAS_12C SETD2 Any deletion 821 351 -0.07 -0.40 0.25 1454.16 1.00 5324 779 309 42 FALSE 0.17
colorectal cancer KRAS_12C PBRM1 Any deletion 119 90 0.85 0.04 1.61 1180.23 1.00 3708 112 83 7 TRUE 1.42
non-small cell lung cancer KRAS_12C PBRM1 Any deletion 769 308 -0.08 -0.44 0.26 1452.68 1.00 4902 732 271 37 TRUE 0.19
non-small cell lung cancer KRAS_12C EPHA3 Any deletion 696 157 -0.20 -0.68 0.28 447.08 1.01 4833 679 140 17 FALSE 0.38
colorectal cancer KRAS_12C KIT Any deletion 123 228 -0.09 -0.93 0.64 1277.67 1.00 3749 116 221 7 TRUE 0.08
non-small cell lung cancer KRAS_12C KIT Any deletion 835 97 -0.52 -1.24 0.15 1282.15 1.00 5597 827 89 8 TRUE 0.89
colorectal cancer KRAS_12C KDR Any deletion 123 228 -0.10 -0.95 0.64 1569.26 1.00 3749 116 221 7 TRUE 0.09
non-small cell lung cancer KRAS_12C KDR Any deletion 835 98 -0.40 -1.06 0.28 1376.93 1.00 5597 826 89 9 TRUE 0.62
colorectal cancer KRAS_12C RAD50 Any deletion 98 110 -1.12 -3.11 0.30 1337.07 1.00 3057 97 109 1 FALSE 0.71
non-small cell lung cancer KRAS_12C RAD50 Any deletion 606 100 -0.06 -0.73 0.52 1476.17 1.01 4043 593 87 13 FALSE 0.08
non-small cell lung cancer KRAS_12C CSF1R Any deletion 658 73 -2.10 -3.96 -0.66 7.89 1.50 4511 656 71 2 TRUE 1.30
colorectal cancer KRAS_12C PARK2 Any deletion 120 103 0.18 -0.79 1.01 1356.82 1.00 3809 116 99 4 FALSE 0.15
non-small cell lung cancer KRAS_12C PARK2 Any deletion 819 279 0.10 -0.27 0.43 1547.98 1.00 5353 780 240 39 FALSE 0.26
colorectal cancer KRAS_12C NTRK2 Any deletion 123 54 -2.00 -6.65 0.36 1469.93 1.00 3899 123 54 0 FALSE 0.53
non-small cell lung cancer KRAS_12C NTRK2 Any deletion 821 186 -0.07 -0.54 0.34 1494.01 1.00 5470 798 163 23 FALSE 0.13
non-small cell lung cancer KRAS_12C PTCH1 Any deletion 821 178 0.04 -0.41 0.46 875.86 1.00 5479 797 154 24 TRUE 0.06
colorectal cancer KRAS_12C TET1 Any deletion 89 68 -0.88 -2.87 0.53 1304.88 1.00 2767 88 67 1 FALSE 0.53
non-small cell lung cancer KRAS_12C TET1 Any deletion 585 69 -0.54 -1.44 0.26 1632.30 1.00 3863 579 63 6 FALSE 0.68
colorectal cancer KRAS_12C FGFR2 Any deletion 123 125 0.32 -0.62 1.11 1410.41 1.00 3851 117 119 6 TRUE 0.32
non-small cell lung cancer KRAS_12C FGFR2 Any deletion 835 192 -0.47 -1.00 -0.01 1578.31 1.00 5510 819 176 16 TRUE 1.19
non-small cell lung cancer KRAS_12C HNF1A Any deletion 833 105 -0.65 -1.44 0.03 1543.27 1.00 5553 825 97 8 TRUE 1.08
colorectal cancer KRAS_12C DICER1 Any deletion 120 220 -0.30 -1.20 0.47 1372.72 1.00 3672 115 215 5 TRUE 0.32
non-small cell lung cancer KRAS_12C DICER1 Any deletion 819 98 0.17 -0.39 0.70 1530.45 1.00 5506 804 83 15 TRUE 0.26
colorectal cancer KRAS_12C NTRK3 Any deletion 123 175 -0.15 -1.09 0.66 1332.78 1.00 3783 118 170 5 FALSE 0.13
non-small cell lung cancer KRAS_12C NTRK3 Any deletion 821 151 -0.04 -0.52 0.43 1393.80 1.00 5501 802 132 19 FALSE 0.06
non-small cell lung cancer KRAS_12C PALB2 Any deletion 821 57 -1.17 -2.62 -0.11 1466.25 1.00 5579 818 54 3 TRUE 1.17
non-small cell lung cancer KRAS_12C CTCF Any deletion 606 67 0.36 -0.28 0.97 612.47 1.00 4067 594 55 12 FALSE 0.60
non-small cell lung cancer KRAS_12C CDH1 Any deletion 835 155 0.36 -0.09 0.76 1542.38 1.00 5550 808 128 27 TRUE 1.04
colorectal cancer KRAS_12C STK11 Any deletion 123 98 -0.10 -1.29 0.90 1611.10 1.00 3875 120 95 3 TRUE 0.07
non-small cell lung cancer KRAS_12C STK11 Any deletion 835 344 0.07 -0.23 0.38 1391.81 1.00 5389 788 297 47 TRUE 0.20
non-small cell lung cancer KRAS_12C BRD4 Any deletion 819 262 0.23 -0.11 0.56 1193.16 1.00 5368 778 221 41 FALSE 0.73
colorectal cancer KRAS_12C EP300 Any deletion 123 236 0.09 -0.63 0.76 1459.02 1.00 3723 115 228 8 TRUE 0.10
non-small cell lung cancer KRAS_12C EP300 Any deletion 821 143 0.35 -0.10 0.76 1505.12 1.00 5507 796 118 25 TRUE 0.93
non-small cell lung cancer KRAS_12C ERBB4 Any deletion 835 66 -0.67 -1.77 0.15 1391.38 1.00 5625 830 61 5 TRUE 0.79
non-small cell lung cancer KRAS_12C ERCC5 Any deletion 800 289 0.01 -0.34 0.35 1532.09 1.00 5178 762 251 38 TRUE 0.03
colorectal cancer KRAS_12C BRCA1 Any deletion 123 95 0.54 -0.47 1.33 81.97 1.02 3863 118 90 5 TRUE 0.56
colorectal cancer KRAS_12C TSC1 Any deletion 123 54 -1.98 -7.32 0.33 1165.71 1.00 3899 123 54 0 TRUE 0.49
non-small cell lung cancer KRAS_12C TSC1 Any deletion 821 149 -0.12 -0.67 0.36 1415.90 1.00 5502 803 131 18 TRUE 0.19
colorectal cancer KRAS_12C FLCN Any deletion 120 589 0.06 -0.45 0.55 1563.29 1.00 3317 101 570 19 TRUE 0.08
non-small cell lung cancer KRAS_12C FLCN Any deletion 819 373 -0.16 -0.50 0.14 1528.07 1.00 5258 777 331 42 TRUE 0.48
colorectal cancer KRAS_12C NF1 Any deletion 123 105 0.28 -0.75 1.13 1529.69 1.00 3853 118 100 5 TRUE 0.25
non-small cell lung cancer KRAS_12C NF1 Any deletion 821 61 -1.01 -2.21 0.00 1582.71 1.00 5575 818 58 3 TRUE 1.14
non-small cell lung cancer KRAS_12C FLT1 Any deletion 821 345 -0.13 -0.46 0.19 947.78 1.00 5320 781 305 40 FALSE 0.34
colorectal cancer KRAS_12C RASA1 Any deletion 89 150 -0.02 -0.94 0.78 1579.89 1.00 2689 84 145 5 FALSE 0.02
non-small cell lung cancer KRAS_12C RASA1 Any deletion 585 123 -0.25 -0.87 0.29 1628.79 1.00 3816 572 110 13 FALSE 0.39
colorectal cancer KRAS_12C EPHA5 Any deletion 101 119 -0.25 -1.49 0.72 1314.99 1.00 3171 98 116 3 FALSE 0.18
non-small cell lung cancer KRAS_12C EPHA5 Any deletion 696 67 0.04 -0.72 0.70 1518.47 1.00 4915 687 58 9 FALSE 0.04
colorectal cancer KRAS_12C MLH1 Any deletion 123 89 1.34 0.59 2.00 1421.87 1.00 3891 113 79 10 TRUE 3.81
non-small cell lung cancer KRAS_12C MLH1 Any deletion 835 330 -0.02 -0.37 0.31 1477.07 1.00 5397 794 289 41 TRUE 0.05
colorectal cancer KRAS_12C ROS1 Any deletion 123 73 -0.18 -1.57 0.93 1503.40 1.00 3882 121 71 2 TRUE 0.11
non-small cell lung cancer KRAS_12C ROS1 Any deletion 821 259 0.16 -0.19 0.48 1505.95 1.00 5412 783 221 38 TRUE 0.46
non-small cell lung cancer KRAS_12C FLT3 Any deletion 835 353 -0.12 -0.48 0.21 883.95 1.00 5374 794 312 41 TRUE 0.30
non-small cell lung cancer KRAS_12C DIS3 Any deletion 821 309 0.10 -0.23 0.42 1739.12 1.00 5359 778 266 43 FALSE 0.24
colorectal cancer KRAS_12C AXL Any deletion 123 51 -0.16 -1.58 1.11 1512.73 1.00 3904 121 49 2 FALSE 0.08
non-small cell lung cancer KRAS_12C AXL Any deletion 821 120 -0.73 -1.52 -0.09 1369.78 1.00 5521 813 112 8 FALSE 1.35
colorectal cancer KRAS_12C MAP2K4 Any deletion 123 602 0.15 -0.33 0.61 1299.37 1.00 3372 102 581 21 TRUE 0.27
non-small cell lung cancer KRAS_12C MAP2K4 Any deletion 821 404 0.01 -0.31 0.30 1451.49 1.00 5281 769 352 52 TRUE 0.02
colorectal cancer KRAS_12C ARID1B Any deletion 120 62 -0.64 -2.65 0.74 1392.56 1.00 3847 119 61 1 TRUE 0.35
non-small cell lung cancer KRAS_12C ARID1B Any deletion 819 275 0.05 -0.30 0.38 1540.02 1.00 5355 782 238 37 TRUE 0.11
colorectal cancer KRAS_12C NKX2-1 Any deletion 123 219 -0.72 -1.91 0.22 1464.71 1.00 3736 119 215 4 TRUE 0.75
non-small cell lung cancer KRAS_12C NKX2-1 Any deletion 821 54 -1.41 -2.94 -0.23 1674.97 1.00 5573 819 52 2 TRUE 1.38
non-small cell lung cancer KRAS_12C WT1 Any deletion 821 88 -0.76 -1.70 0.02 1236.91 1.00 5543 815 82 6 TRUE 1.18
non-small cell lung cancer KRAS_12C MET Any deletion 835 62 -1.27 -2.88 -0.16 819.60 1.00 5627 832 59 3 TRUE 1.24
non-small cell lung cancer KRAS_12C BRAF Any deletion 835 65 -0.93 -2.11 -0.04 1457.56 1.00 5625 831 61 4 TRUE 1.13
colorectal cancer KRAS_12C B2M Any deletion 114 210 -0.10 -0.94 0.60 1535.88 1.00 3417 108 204 6 FALSE 0.10
non-small cell lung cancer KRAS_12C B2M Any deletion 800 215 0.08 -0.30 0.49 1533.29 1.00 5244 770 185 30 FALSE 0.16
colorectal cancer KRAS_12C TET2 Any deletion 123 261 -0.39 -1.28 0.40 1432.26 1.00 3696 117 255 6 TRUE 0.44
non-small cell lung cancer KRAS_12C TET2 Any deletion 821 142 -0.60 -1.25 -0.03 1354.94 1.00 5494 810 131 11 TRUE 1.24
colorectal cancer KRAS_12C PDGFRB Any deletion 123 114 -0.75 -2.05 0.39 1573.26 1.00 3841 121 112 2 TRUE 0.62
non-small cell lung cancer KRAS_12C PDGFRB Any deletion 821 176 -0.84 -1.47 -0.27 1479.50 1.00 5468 810 165 11 TRUE 2.25
non-small cell lung cancer KRAS_12C DNMT3A Any deletion 821 53 -2.40 -4.87 -0.64 1277.06 1.01 5573 820 52 1 TRUE 1.51
colorectal cancer KRAS_12C MAX Any deletion 89 110 -0.80 -2.68 0.51 1474.47 1.00 2728 87 108 2 FALSE 0.49
colorectal cancer KRAS_12C SOX9 Any deletion 120 95 0.23 -1.03 1.20 1093.89 1.00 3796 116 91 4 FALSE 0.16
colorectal cancer KRAS_12C JAK2 Any deletion 123 89 0.27 -0.77 1.18 1511.23 1.00 3885 119 85 4 TRUE 0.22
non-small cell lung cancer KRAS_12C JAK2 Any deletion 835 355 -0.04 -0.38 0.29 1599.64 1.00 5375 791 311 44 TRUE 0.10
colorectal cancer KRAS_12C SMAD2 Any deletion 123 776 0.20 -0.26 0.62 1543.21 1.00 3203 95 748 28 TRUE 0.45
non-small cell lung cancer KRAS_12C SMAD2 Any deletion 821 363 -0.18 -0.52 0.14 1285.57 1.00 5302 781 323 40 TRUE 0.53
colorectal cancer KRAS_12C FGFR1 Any deletion 123 321 -0.23 -0.94 0.41 1305.74 1.00 3657 115 313 8 TRUE 0.29
non-small cell lung cancer KRAS_12C FGFR1 Any deletion 835 363 0.08 -0.25 0.37 1688.26 1.00 5373 785 313 50 TRUE 0.21
colorectal cancer KRAS_12C MITF Any deletion 123 74 0.68 -0.28 1.52 1561.34 1.00 3882 118 69 5 FALSE 0.84
non-small cell lung cancer KRAS_12C MITF Any deletion 821 311 0.02 -0.32 0.36 1427.95 1.00 5354 781 271 40 FALSE 0.05
colorectal cancer KRAS_12C SH2B3 Any deletion 116 61 -0.18 -1.62 0.98 1137.93 1.00 3690 114 59 2 FALSE 0.10
non-small cell lung cancer KRAS_12C SH2B3 Any deletion 786 103 -0.35 -1.02 0.29 1504.26 1.00 5191 776 93 10 FALSE 0.52
non-small cell lung cancer KRAS_12C GLI1 Any deletion 784 55 -1.50 -3.21 -0.28 1109.52 1.00 5195 782 53 2 FALSE 1.35
colorectal cancer KRAS_12C MGA Any deletion 82 120 -0.55 -2.11 0.52 1380.06 1.00 2514 80 118 2 FALSE 0.40
non-small cell lung cancer KRAS_12C MGA Any deletion 550 118 0.24 -0.25 0.70 1191.31 1.00 3487 530 98 20 FALSE 0.48
colorectal cancer KRAS_12C TCF3 Any deletion 107 110 -0.23 -1.52 0.79 1533.69 1.00 3312 104 107 3 FALSE 0.16
non-small cell lung cancer KRAS_12C TCF3 Any deletion 765 337 -0.13 -0.48 0.21 1271.92 1.00 4791 725 297 40 FALSE 0.33
colorectal cancer KRAS_12C TCF7L2 Any deletion 107 147 0.50 -0.31 1.22 1440.97 1.00 3280 99 139 8 FALSE 0.68
non-small cell lung cancer KRAS_12C TCF7L2 Any deletion 765 177 -0.64 -1.25 -0.13 1484.94 1.00 4924 752 164 13 FALSE 1.62
non-small cell lung cancer KRAS_12C POLD1 Any deletion 569 85 -0.44 -1.27 0.25 852.44 1.00 3668 561 77 8 TRUE 0.58
non-small cell lung cancer KRAS_12C EPHA7 Any deletion 659 174 -0.01 -0.48 0.43 649.25 1.00 4444 637 152 22 FALSE 0.02
colorectal cancer RAS_13 TP53 Any deletion 346 616 0.01 -0.30 0.31 1438.33 1.00 3184 293 563 53 TRUE 0.03
non-small cell lung cancer RAS_13 TP53 Any deletion 145 496 -0.24 -0.93 0.36 1408.29 1.00 5889 136 487 9 TRUE 0.32
non-small cell lung cancer RAS_13 ATR Any deletion 111 54 -0.70 -3.27 1.10 1217.22 1.00 4572 110 53 1 FALSE 0.27
colorectal cancer RAS_13 PDGFRA Any deletion 346 230 -0.51 -1.11 0.02 1256.22 1.00 3530 333 217 13 TRUE 1.10
non-small cell lung cancer RAS_13 PDGFRA Any deletion 145 94 -0.95 -2.87 0.56 1533.70 1.00 6283 144 93 1 TRUE 0.55
colorectal cancer RAS_13 FBXW7 Any deletion 346 264 -0.56 -1.13 -0.01 1672.59 1.00 3497 332 250 14 TRUE 1.34
non-small cell lung cancer RAS_13 FBXW7 Any deletion 145 145 -0.68 -2.11 0.46 1454.31 1.00 6233 143 143 2 TRUE 0.52
colorectal cancer RAS_13 MAP3K1 Any deletion 342 198 -1.32 -2.27 -0.55 1506.00 1.00 3539 337 193 5 FALSE 2.60
non-small cell lung cancer RAS_13 MAP3K1 Any deletion 145 218 -0.79 -1.97 0.26 1543.33 1.00 6086 142 215 3 FALSE 0.75
colorectal cancer RAS_13 NSD1 Any deletion 282 83 -1.28 -2.72 -0.11 1429.83 1.00 2899 280 81 2 FALSE 1.29
non-small cell lung cancer RAS_13 NSD1 Any deletion 111 69 -0.35 -2.06 1.02 1394.87 1.00 4550 109 67 2 FALSE 0.18
colorectal cancer RAS_13 FLT4 Any deletion 342 149 -0.79 -1.69 -0.06 1662.64 1.00 3589 336 143 6 TRUE 1.27
non-small cell lung cancer RAS_13 FLT4 Any deletion 145 162 -0.15 -1.20 0.82 1358.92 1.00 6143 141 158 4 TRUE 0.12
non-small cell lung cancer RAS_13 PTPRD Any deletion 113 202 -1.96 -4.50 -0.17 1391.23 1.00 4817 112 201 1 FALSE 1.09
colorectal cancer RAS_13 RET Any deletion 346 79 -0.54 -1.65 0.38 1568.42 1.00 3673 341 74 5 TRUE 0.53
non-small cell lung cancer RAS_13 RET Any deletion 145 113 -2.31 -7.90 -0.07 1299.28 1.00 6263 145 113 0 TRUE 0.60
non-small cell lung cancer RAS_13 KDM5A Any deletion 111 63 0.04 -1.60 1.39 377.21 1.01 4556 109 61 2 FALSE 0.02
colorectal cancer RAS_13 TSHR Any deletion 282 116 -0.05 -0.78 0.58 1482.40 1.00 2874 272 106 10 TRUE 0.05
non-small cell lung cancer RAS_13 TSHR Any deletion 111 54 -0.37 -2.40 1.03 1508.80 1.00 4564 110 53 1 TRUE 0.17
non-small cell lung cancer RAS_13 CREBBP Any deletion 145 67 -0.89 -3.75 0.96 1329.36 1.00 6243 144 66 1 TRUE 0.33
colorectal cancer RAS_13 BRIP1 Any deletion 342 103 0.34 -0.32 0.95 1145.04 1.00 3641 330 91 12 TRUE 0.52
colorectal cancer RAS_13 SMARCA4 Any deletion 342 59 -0.28 -1.38 0.61 1246.86 1.00 3679 338 55 4 FALSE 0.24
non-small cell lung cancer RAS_13 SMARCA4 Any deletion 145 309 0.20 -0.57 0.84 1528.32 1.00 6009 136 300 9 FALSE 0.25
colorectal cancer RAS_13 BLM Any deletion 342 159 -0.10 -0.72 0.48 1210.94 1.00 3586 329 146 13 TRUE 0.14
non-small cell lung cancer RAS_13 BLM Any deletion 145 143 -1.03 -3.07 0.29 1414.14 1.00 6159 144 142 1 TRUE 0.64
non-small cell lung cancer RAS_13 PIK3CA Any deletion 145 111 0.01 -1.25 1.08 1456.98 1.00 6268 142 108 3 TRUE 0.01
colorectal cancer RAS_13 GATA3 Any deletion 342 82 -0.57 -1.63 0.33 1355.51 1.00 3655 337 77 5 FALSE 0.58
non-small cell lung cancer RAS_13 GATA3 Any deletion 145 140 -2.47 -7.48 -0.30 1249.79 1.00 6161 145 140 0 FALSE 0.74
colorectal cancer RAS_13 ESR1 Any deletion 342 57 0.28 -0.64 1.08 1407.57 1.00 3684 335 50 7 TRUE 0.29
non-small cell lung cancer RAS_13 ESR1 Any deletion 145 249 -0.63 -1.98 0.30 1579.26 1.00 6063 142 246 3 TRUE 0.59
colorectal cancer RAS_13 RNF43 Any deletion 282 53 -0.63 -2.00 0.48 1428.76 1.00 2932 279 50 3 TRUE 0.50
colorectal cancer RAS_13 U2AF1 Any deletion 335 127 -0.61 -1.49 0.14 1518.42 1.00 3553 329 121 6 FALSE 0.83
non-small cell lung cancer RAS_13 U2AF1 Any deletion 144 97 0.02 -1.23 1.07 1345.71 1.00 6178 141 94 3 FALSE 0.01
colorectal cancer RAS_13 PTEN Any deletion 346 247 -0.05 -0.52 0.40 1510.48 1.00 3521 325 226 21 TRUE 0.07
non-small cell lung cancer RAS_13 PTEN Any deletion 145 227 -1.41 -3.52 -0.06 1422.69 1.00 6150 144 226 1 TRUE 0.99
colorectal cancer RAS_13 CTNNB1 Any deletion 346 91 -0.34 -1.21 0.38 1576.13 1.00 3662 340 85 6 TRUE 0.39
non-small cell lung cancer RAS_13 CTNNB1 Any deletion 145 323 -0.27 -1.17 0.48 1499.06 1.00 6059 139 317 6 TRUE 0.28
colorectal cancer RAS_13 ARID1A Any deletion 342 315 -0.40 -0.91 0.07 1633.19 1.00 3438 323 296 19 TRUE 1.00
non-small cell lung cancer RAS_13 ARID1A Any deletion 145 173 -0.41 -1.70 0.62 1560.45 1.00 6139 142 170 3 TRUE 0.31
colorectal cancer RAS_13 PIK3R1 Any deletion 342 243 -1.16 -2.02 -0.48 1464.19 1.00 3498 335 236 7 TRUE 2.65
non-small cell lung cancer RAS_13 PIK3R1 Any deletion 145 241 -0.57 -1.69 0.36 1547.28 1.00 6072 141 237 4 TRUE 0.57
colorectal cancer RAS_13 FAT1 Any deletion 275 169 -0.21 -0.84 0.35 1540.84 1.00 2764 262 156 13 FALSE 0.30
non-small cell lung cancer RAS_13 FAT1 Any deletion 110 87 -2.17 -7.36 0.17 1412.68 1.00 4493 110 87 0 FALSE 0.58
colorectal cancer RAS_13 FGFR4 Any deletion 342 131 -1.06 -2.14 -0.17 1542.42 1.00 3607 338 127 4 TRUE 1.51
non-small cell lung cancer RAS_13 FGFR4 Any deletion 145 167 -0.52 -1.75 0.50 1386.99 1.00 6145 142 164 3 TRUE 0.44
non-small cell lung cancer RAS_13 CIC Any deletion 111 55 0.19 -1.69 1.49 919.13 1.00 4564 109 53 2 TRUE 0.09
non-small cell lung cancer RAS_13 KDM6A Any deletion 145 60 -0.85 -3.27 0.94 181.66 1.02 6242 144 59 1 FALSE 0.34
colorectal cancer RAS_13 ABL1 Any deletion 346 53 -0.60 -1.98 0.43 1304.54 1.00 3695 343 50 3 TRUE 0.50
non-small cell lung cancer RAS_13 ABL1 Any deletion 145 166 -0.78 -2.20 0.38 1394.41 1.00 6204 143 164 2 TRUE 0.62
colorectal cancer RAS_13 NOTCH2 Any deletion 342 134 -0.72 -1.60 0.04 1575.49 1.00 3606 336 128 6 TRUE 1.10
non-small cell lung cancer RAS_13 NOTCH2 Any deletion 145 186 -0.53 -1.72 0.46 1484.28 1.00 6126 142 183 3 TRUE 0.46
non-small cell lung cancer RAS_13 SMO Any deletion 145 80 -5.50 -15.09 -0.47 816.48 1.00 6296 145 80 0 TRUE 0.65
colorectal cancer RAS_13 KMT2A Any deletion 342 100 -0.45 -1.28 0.26 1416.64 1.00 3638 336 94 6 FALSE 0.58
non-small cell lung cancer RAS_13 KMT2A Any deletion 145 136 -0.57 -1.99 0.54 1536.05 1.00 6167 143 134 2 FALSE 0.42
non-small cell lung cancer RAS_13 JAK3 Any deletion 145 226 0.58 -0.11 1.22 1404.30 1.00 6159 136 217 9 TRUE 1.01
non-small cell lung cancer RAS_13 BRCA2 Any deletion 145 341 -0.31 -1.20 0.42 788.78 1.00 5974 139 335 6 TRUE 0.34
non-small cell lung cancer RAS_13 NOTCH3 Any deletion 111 103 0.06 -1.37 1.21 1415.20 1.00 4525 108 100 3 TRUE 0.04
colorectal cancer RAS_13 FGFR3 Any deletion 346 235 -0.28 -0.83 0.21 1371.37 1.00 3528 330 219 16 TRUE 0.52
non-small cell lung cancer RAS_13 FGFR3 Any deletion 145 158 -0.30 -1.47 0.72 1398.25 1.00 6221 142 155 3 TRUE 0.23
colorectal cancer RAS_13 IGF1R Any deletion 342 163 -0.02 -0.60 0.52 1430.08 1.00 3585 328 149 14 TRUE 0.02
non-small cell lung cancer RAS_13 IGF1R Any deletion 145 156 -0.57 -1.94 0.53 1493.08 1.00 6155 143 154 2 TRUE 0.44
non-small cell lung cancer RAS_13 KEAP1 Any deletion 133 241 -0.16 -1.16 0.68 841.41 1.00 5573 128 236 5 FALSE 0.13
colorectal cancer RAS_13 CDKN2A Any deletion 346 119 0.24 -0.37 0.79 1572.68 1.00 3641 333 106 13 TRUE 0.38
non-small cell lung cancer RAS_13 CDKN2A Any deletion 145 952 -0.41 -0.96 0.07 1609.20 1.00 5439 130 937 15 TRUE 0.87
colorectal cancer RAS_13 FANCA Any deletion 342 54 -0.27 -1.29 0.63 1443.10 1.00 3684 338 50 4 TRUE 0.23
non-small cell lung cancer RAS_13 FANCA Any deletion 145 207 -0.55 -1.80 0.40 1249.70 1.00 6105 142 204 3 TRUE 0.48
non-small cell lung cancer RAS_13 ERBB3 Any deletion 145 53 -0.72 -3.97 1.19 792.16 1.00 6257 144 52 1 TRUE 0.24
colorectal cancer RAS_13 SMAD4 Any deletion 346 872 -0.28 -0.58 0.00 1519.37 1.00 2935 286 812 60 TRUE 1.24
non-small cell lung cancer RAS_13 SMAD4 Any deletion 145 402 -1.13 -2.44 -0.17 1498.49 1.00 5977 142 399 3 TRUE 1.37
colorectal cancer RAS_13 ATM Any deletion 346 133 -0.30 -1.03 0.32 1471.18 1.00 3623 337 124 9 TRUE 0.43
non-small cell lung cancer RAS_13 ATM Any deletion 145 148 -0.62 -2.01 0.43 1450.26 1.00 6230 143 146 2 TRUE 0.48
non-small cell lung cancer RAS_13 RB1 Any deletion 145 417 -0.56 -1.53 0.19 1250.04 1.00 5965 139 411 6 TRUE 0.70
non-small cell lung cancer RAS_13 KMT2D Any deletion 145 65 -0.85 -3.72 0.94 1273.48 1.00 6237 144 64 1 FALSE 0.32
colorectal cancer RAS_13 TSC2 Any deletion 342 59 -1.54 -3.50 -0.09 1411.30 1.00 3676 341 58 1 TRUE 1.16
non-small cell lung cancer RAS_13 TSC2 Any deletion 145 80 -0.47 -2.15 0.90 1540.28 1.00 6231 143 78 2 TRUE 0.25
colorectal cancer RAS_13 APC Any deletion 346 266 -1.02 -1.72 -0.40 1331.33 1.00 3488 337 257 9 TRUE 2.63
non-small cell lung cancer RAS_13 APC Any deletion 145 245 -0.82 -2.02 0.15 1368.34 1.00 6126 142 242 3 TRUE 0.87
colorectal cancer RAS_13 ERBB2 Any deletion 346 80 0.52 -0.16 1.12 1107.16 1.00 3678 335 69 11 TRUE 0.95
colorectal cancer RAS_13 JAK1 Any deletion 282 103 -0.27 -1.11 0.48 1593.74 1.00 2886 275 96 7 TRUE 0.30
non-small cell lung cancer RAS_13 JAK1 Any deletion 111 67 0.37 -0.85 1.48 1274.69 1.00 4561 108 64 3 TRUE 0.27
non-small cell lung cancer RAS_13 ARID2 Any deletion 145 95 0.19 -1.17 1.22 1362.65 1.00 6209 142 92 3 FALSE 0.12
colorectal cancer RAS_13 MTOR Any deletion 342 256 -0.21 -0.70 0.25 1470.74 1.00 3496 324 238 18 TRUE 0.41
non-small cell lung cancer RAS_13 MTOR Any deletion 145 152 -0.01 -1.13 0.92 1450.51 1.00 6161 141 148 4 TRUE 0.00
non-small cell lung cancer RAS_13 NOTCH1 Any deletion 145 166 -1.89 -4.72 -0.11 1447.78 1.00 6211 144 165 1 TRUE 0.96
colorectal cancer RAS_13 SETD2 Any deletion 342 106 -0.18 -0.92 0.49 1604.59 1.00 3636 334 98 8 FALSE 0.21
non-small cell lung cancer RAS_13 SETD2 Any deletion 145 351 -0.05 -0.78 0.63 1520.09 1.00 5966 137 343 8 FALSE 0.05
colorectal cancer RAS_13 PBRM1 Any deletion 326 90 -0.31 -1.15 0.45 1559.13 1.00 3500 320 84 6 TRUE 0.35
non-small cell lung cancer RAS_13 PBRM1 Any deletion 133 308 -0.25 -1.16 0.49 1431.44 1.00 5507 127 302 6 TRUE 0.27
non-small cell lung cancer RAS_13 EPHA3 Any deletion 126 157 -0.85 -2.63 0.47 1392.27 1.00 5388 124 155 2 FALSE 0.54
colorectal cancer RAS_13 KIT Any deletion 346 228 -0.47 -1.04 0.05 1528.08 1.00 3532 333 215 13 TRUE 1.00
non-small cell lung cancer RAS_13 KIT Any deletion 145 97 -0.31 -1.84 0.86 1723.40 1.00 6281 143 95 2 TRUE 0.18
colorectal cancer RAS_13 KDR Any deletion 346 228 -0.40 -0.97 0.13 1505.65 1.00 3533 332 214 14 TRUE 0.82
non-small cell lung cancer RAS_13 KDR Any deletion 145 98 -0.32 -1.86 0.88 1509.68 1.00 6280 143 96 2 TRUE 0.19
colorectal cancer RAS_13 RAD50 Any deletion 282 110 -1.58 -3.07 -0.54 1540.52 1.00 2874 280 108 2 FALSE 1.78
non-small cell lung cancer RAS_13 RAD50 Any deletion 111 100 -0.69 -2.38 0.67 1518.59 1.00 4527 109 98 2 FALSE 0.41
non-small cell lung cancer RAS_13 CSF1R Any deletion 114 73 -5.18 -14.77 -0.32 1009.57 1.00 5053 114 73 0 TRUE 0.72
colorectal cancer RAS_13 PARK2 Any deletion 336 103 0.65 0.07 1.18 1530.70 1.00 3605 320 87 16 FALSE 1.73
non-small cell lung cancer RAS_13 PARK2 Any deletion 144 279 -0.42 -1.46 0.45 1561.02 1.00 5993 140 275 4 FALSE 0.42
colorectal cancer RAS_13 NTRK2 Any deletion 342 54 -1.66 -3.74 -0.23 1492.87 1.00 3681 341 53 1 FALSE 1.22
non-small cell lung cancer RAS_13 NTRK2 Any deletion 145 186 -1.13 -2.85 0.16 1335.87 1.00 6125 143 184 2 FALSE 0.87
non-small cell lung cancer RAS_13 PTCH1 Any deletion 145 178 -0.49 -1.93 0.63 921.78 1.01 6134 142 175 3 TRUE 0.34
colorectal cancer RAS_13 TET1 Any deletion 251 68 -0.08 -1.00 0.72 1575.49 1.00 2610 245 62 6 FALSE 0.06
non-small cell lung cancer RAS_13 TET1 Any deletion 109 69 -0.52 -2.33 0.80 1440.41 1.00 4334 108 68 1 FALSE 0.29
colorectal cancer RAS_13 FGFR2 Any deletion 346 125 -0.58 -1.43 0.15 1238.88 1.00 3629 339 118 7 TRUE 0.82
non-small cell lung cancer RAS_13 FGFR2 Any deletion 145 192 -1.32 -3.18 -0.04 1349.35 1.00 6185 144 191 1 TRUE 0.98
non-small cell lung cancer RAS_13 HNF1A Any deletion 144 105 -5.92 -15.99 -0.78 1252.16 1.00 6234 144 105 0 TRUE 0.71
colorectal cancer RAS_13 DICER1 Any deletion 335 220 -0.20 -0.77 0.29 1503.44 1.00 3468 319 204 16 TRUE 0.34
non-small cell lung cancer RAS_13 DICER1 Any deletion 144 98 -0.88 -3.07 0.54 1423.11 1.00 6167 143 97 1 TRUE 0.47
colorectal cancer RAS_13 NTRK3 Any deletion 342 175 0.04 -0.51 0.56 1399.51 1.00 3575 326 159 16 FALSE 0.06
non-small cell lung cancer RAS_13 NTRK3 Any deletion 145 151 -1.08 -3.09 0.20 1395.87 1.00 6159 144 150 1 FALSE 0.72
non-small cell lung cancer RAS_13 PALB2 Any deletion 145 57 -0.79 -3.63 1.02 547.77 1.00 6253 144 56 1 TRUE 0.28
non-small cell lung cancer RAS_13 CTCF Any deletion 111 67 -5.34 -15.34 -0.21 1057.30 1.00 4550 111 67 0 FALSE 0.67
non-small cell lung cancer RAS_13 CDH1 Any deletion 145 155 -0.78 -2.50 0.46 1509.77 1.00 6215 143 153 2 TRUE 0.51
colorectal cancer RAS_13 STK11 Any deletion 346 98 -0.76 -1.85 0.11 1418.44 1.00 3653 342 94 4 TRUE 0.93
non-small cell lung cancer RAS_13 STK11 Any deletion 145 344 0.18 -0.52 0.82 1447.86 1.00 6042 135 334 10 TRUE 0.22
non-small cell lung cancer RAS_13 BRD4 Any deletion 144 262 0.41 -0.32 1.03 1418.97 1.00 6011 135 253 9 FALSE 0.61
colorectal cancer RAS_13 EP300 Any deletion 342 236 -0.29 -0.86 0.19 1375.81 1.00 3512 326 220 16 TRUE 0.56
non-small cell lung cancer RAS_13 EP300 Any deletion 145 143 -1.11 -3.00 0.25 1387.33 1.00 6159 144 142 1 TRUE 0.73
non-small cell lung cancer RAS_13 ERBB4 Any deletion 145 66 -5.44 -14.97 -0.32 1082.39 1.00 6310 145 66 0 TRUE 0.73
non-small cell lung cancer RAS_13 ERCC5 Any deletion 143 289 -0.18 -1.14 0.57 1059.55 1.00 5803 137 283 6 TRUE 0.16
colorectal cancer RAS_13 BRCA1 Any deletion 342 95 0.62 0.04 1.22 840.90 1.00 3653 328 81 14 TRUE 1.43
colorectal cancer RAS_13 TSC1 Any deletion 342 54 -0.62 -1.86 0.41 1354.13 1.00 3683 339 51 3 TRUE 0.53
non-small cell lung cancer RAS_13 TSC1 Any deletion 145 149 -0.70 -2.11 0.48 1502.67 1.00 6162 143 147 2 TRUE 0.52
colorectal cancer RAS_13 FLCN Any deletion 335 589 -0.02 -0.35 0.29 1566.55 1.00 3132 286 540 49 TRUE 0.05
non-small cell lung cancer RAS_13 FLCN Any deletion 144 373 -0.79 -1.86 0.03 1583.07 1.00 5895 140 369 4 TRUE 1.00
colorectal cancer RAS_13 NF1 Any deletion 342 105 0.71 0.17 1.22 1484.80 1.00 3646 325 88 17 TRUE 2.07
non-small cell lung cancer RAS_13 NF1 Any deletion 145 61 -1.70 -6.22 0.61 1431.97 1.00 6248 145 61 0 TRUE 0.44
non-small cell lung cancer RAS_13 FLT1 Any deletion 145 345 -0.46 -1.21 0.35 9.63 1.11 5962 139 339 6 FALSE 0.64
colorectal cancer RAS_13 RASA1 Any deletion 251 150 -1.21 -2.26 -0.31 1527.64 1.00 2526 247 146 4 FALSE 1.88
non-small cell lung cancer RAS_13 RASA1 Any deletion 109 123 -0.33 -1.66 0.72 1382.77 1.00 4282 106 120 3 FALSE 0.23
colorectal cancer RAS_13 EPHA5 Any deletion 288 119 -0.83 -1.85 -0.01 1352.21 1.00 2986 283 114 5 FALSE 1.14
non-small cell lung cancer RAS_13 EPHA5 Any deletion 126 67 -0.79 -2.81 0.79 1513.42 1.00 5477 125 66 1 FALSE 0.41
colorectal cancer RAS_13 MLH1 Any deletion 346 89 -0.29 -1.12 0.46 1480.76 1.00 3664 340 83 6 TRUE 0.33
non-small cell lung cancer RAS_13 MLH1 Any deletion 145 330 0.00 -0.82 0.69 1246.07 1.00 6054 137 322 8 TRUE 0.00
colorectal cancer RAS_13 ROS1 Any deletion 342 73 0.01 -0.84 0.77 1257.34 1.00 3668 335 66 7 TRUE 0.01
non-small cell lung cancer RAS_13 ROS1 Any deletion 145 259 -0.70 -1.88 0.23 1433.61 1.00 6053 142 256 3 TRUE 0.72
non-small cell lung cancer RAS_13 FLT3 Any deletion 145 353 -0.20 -1.09 0.53 1520.33 1.00 6030 138 346 7 TRUE 0.21
non-small cell lung cancer RAS_13 DIS3 Any deletion 145 309 -0.07 -0.87 0.62 1206.74 1.00 5999 138 302 7 FALSE 0.06
colorectal cancer RAS_13 AXL Any deletion 342 51 -0.67 -2.10 0.46 1560.55 1.00 3685 340 49 2 FALSE 0.52
non-small cell lung cancer RAS_13 AXL Any deletion 145 120 0.40 -0.61 1.24 1368.59 1.00 6194 140 115 5 FALSE 0.38
colorectal cancer RAS_13 MAP2K4 Any deletion 342 602 0.06 -0.25 0.37 1274.99 1.00 3186 288 548 54 TRUE 0.16
non-small cell lung cancer RAS_13 MAP2K4 Any deletion 145 404 -0.84 -1.91 -0.01 1484.03 1.00 5909 141 400 4 TRUE 1.09
colorectal cancer RAS_13 ARID1B Any deletion 336 62 0.02 -0.93 0.80 1479.22 1.00 3636 330 56 6 TRUE 0.02
non-small cell lung cancer RAS_13 ARID1B Any deletion 144 275 -0.26 -1.23 0.54 1409.88 1.00 5998 139 270 5 TRUE 0.25
colorectal cancer RAS_13 NKX2-1 Any deletion 342 219 -0.65 -1.30 -0.08 1390.94 1.00 3524 331 208 11 TRUE 1.44
non-small cell lung cancer RAS_13 NKX2-1 Any deletion 145 54 -2.31 -7.63 0.42 1433.36 1.00 6247 145 54 0 TRUE 0.60
non-small cell lung cancer RAS_13 WT1 Any deletion 145 88 0.28 -1.03 1.30 748.72 1.00 6216 142 85 3 TRUE 0.20
non-small cell lung cancer RAS_13 MET Any deletion 145 62 0.12 -1.76 1.46 1375.57 1.00 6316 143 60 2 TRUE 0.05
non-small cell lung cancer RAS_13 BRAF Any deletion 145 65 -5.30 -14.90 -0.15 1275.51 1.00 6311 145 65 0 TRUE 0.69
colorectal cancer RAS_13 B2M Any deletion 311 210 -0.33 -0.90 0.20 1523.02 1.00 3228 297 196 14 FALSE 0.61
non-small cell lung cancer RAS_13 B2M Any deletion 143 215 -1.45 -3.37 -0.14 1450.88 1.00 5872 142 214 1 FALSE 1.08
colorectal cancer RAS_13 TET2 Any deletion 342 261 -0.53 -1.07 -0.02 1328.17 1.00 3485 328 247 14 TRUE 1.29
non-small cell lung cancer RAS_13 TET2 Any deletion 145 142 -0.65 -2.19 0.49 1383.92 1.00 6161 143 140 2 TRUE 0.48
colorectal cancer RAS_13 PDGFRB Any deletion 342 114 -1.57 -2.90 -0.47 1559.98 1.00 3622 340 112 2 TRUE 1.83
non-small cell lung cancer RAS_13 PDGFRB Any deletion 145 176 -0.68 -2.06 0.45 1503.75 1.00 6136 142 173 3 TRUE 0.55
non-small cell lung cancer RAS_13 DNMT3A Any deletion 145 53 0.24 -1.60 1.61 1276.37 1.00 6250 143 51 2 TRUE 0.12
colorectal cancer RAS_13 MAX Any deletion 251 110 -0.24 -1.06 0.44 967.14 1.00 2572 243 102 8 FALSE 0.28
colorectal cancer RAS_13 SOX9 Any deletion 335 95 -0.22 -1.06 0.50 945.11 1.00 3584 328 88 7 FALSE 0.23
colorectal cancer RAS_13 JAK2 Any deletion 346 89 -0.59 -1.54 0.22 1118.69 1.00 3663 341 84 5 TRUE 0.70
non-small cell lung cancer RAS_13 JAK2 Any deletion 145 355 -1.06 -2.20 -0.06 1537.69 1.00 6024 142 352 3 TRUE 1.27
colorectal cancer RAS_13 SMAD2 Any deletion 342 776 -0.26 -0.58 0.04 1610.31 1.00 3010 288 722 54 TRUE 1.02
non-small cell lung cancer RAS_13 SMAD2 Any deletion 145 363 -1.07 -2.28 -0.13 1454.89 1.00 5941 142 360 3 TRUE 1.26
colorectal cancer RAS_13 FGFR1 Any deletion 346 321 -0.06 -0.49 0.32 1445.91 1.00 3452 320 295 26 TRUE 0.10
non-small cell lung cancer RAS_13 FGFR1 Any deletion 145 363 -0.08 -0.84 0.55 1567.70 1.00 6021 137 355 8 TRUE 0.09
colorectal cancer RAS_13 MITF Any deletion 342 74 -0.31 -1.24 0.50 1330.14 1.00 3663 337 69 5 FALSE 0.30
non-small cell lung cancer RAS_13 MITF Any deletion 145 311 -0.24 -1.13 0.50 1517.61 1.00 5996 139 305 6 FALSE 0.26
colorectal cancer RAS_13 SH2B3 Any deletion 320 61 -1.44 -3.17 -0.13 1717.37 1.00 3486 318 59 2 FALSE 1.22
non-small cell lung cancer RAS_13 SH2B3 Any deletion 136 103 -2.59 -6.74 -0.32 1128.51 1.00 5831 136 103 0 FALSE 0.89
non-small cell lung cancer RAS_13 GLI1 Any deletion 135 55 -0.68 -3.49 1.09 1254.94 1.00 5843 134 54 1 FALSE 0.24
colorectal cancer RAS_13 MGA Any deletion 229 120 -0.17 -0.90 0.47 1444.27 1.00 2374 220 111 9 FALSE 0.19
non-small cell lung cancer RAS_13 MGA Any deletion 100 118 -0.12 -1.41 0.85 1440.44 1.00 3920 97 115 3 FALSE 0.08
colorectal cancer RAS_13 TCF3 Any deletion 289 110 -0.82 -1.86 0.03 1403.59 1.00 3131 285 106 4 FALSE 1.04
non-small cell lung cancer RAS_13 TCF3 Any deletion 134 337 0.16 -0.56 0.81 1475.71 1.00 5392 124 327 10 FALSE 0.19
colorectal cancer RAS_13 TCF7L2 Any deletion 289 147 -0.19 -0.93 0.45 1531.07 1.00 3101 278 136 11 FALSE 0.24
non-small cell lung cancer RAS_13 TCF7L2 Any deletion 134 177 -1.23 -3.19 0.10 1295.40 1.00 5543 133 176 1 FALSE 0.86
non-small cell lung cancer RAS_13 POLD1 Any deletion 101 85 -0.21 -1.92 1.08 1043.58 1.00 4130 99 83 2 TRUE 0.11
non-small cell lung cancer RAS_13 EPHA7 Any deletion 116 174 -0.93 -2.73 0.28 1358.80 1.00 4967 114 172 2 FALSE 0.62
colorectal cancer KRAS_13 TP53 Any deletion 319 616 -0.06 -0.39 0.25 1497.69 1.00 3204 273 570 46 TRUE 0.16
non-small cell lung cancer KRAS_13 TP53 Any deletion 134 496 -0.28 -1.00 0.36 1552.84 1.00 5899 126 488 8 TRUE 0.37
non-small cell lung cancer KRAS_13 ATR Any deletion 103 54 -0.59 -3.48 1.36 1324.51 1.00 4580 102 53 1 FALSE 0.20
colorectal cancer KRAS_13 PDGFRA Any deletion 319 230 -0.81 -1.56 -0.17 1320.68 1.00 3553 310 221 9 TRUE 1.68
non-small cell lung cancer KRAS_13 PDGFRA Any deletion 134 94 -0.96 -3.14 0.55 1465.44 1.00 6294 133 93 1 TRUE 0.52
colorectal cancer KRAS_13 FBXW7 Any deletion 319 264 -0.84 -1.52 -0.25 1464.27 1.00 3520 309 254 10 TRUE 2.00
non-small cell lung cancer KRAS_13 FBXW7 Any deletion 134 145 -1.26 -3.23 0.19 1336.33 1.00 6243 133 144 1 TRUE 0.80
colorectal cancer KRAS_13 MAP3K1 Any deletion 315 198 -2.90 -4.86 -1.44 1496.86 1.00 3562 314 197 1 FALSE 2.82
non-small cell lung cancer KRAS_13 MAP3K1 Any deletion 134 218 -2.29 -4.57 -0.54 1468.07 1.00 6095 133 217 1 FALSE 1.61
colorectal cancer KRAS_13 NSD1 Any deletion 259 83 -3.47 -8.26 -1.14 1407.23 1.00 2920 259 83 0 FALSE 1.21
non-small cell lung cancer KRAS_13 NSD1 Any deletion 103 69 -1.76 -4.96 0.46 1542.89 1.00 4557 102 68 1 FALSE 0.70
colorectal cancer KRAS_13 FLT4 Any deletion 315 149 -1.14 -2.16 -0.27 1722.82 1.00 3614 311 145 4 TRUE 1.79
non-small cell lung cancer KRAS_13 FLT4 Any deletion 134 162 -0.47 -1.74 0.60 1361.36 1.00 6153 131 159 3 TRUE 0.35
non-small cell lung cancer KRAS_13 PTPRD Any deletion 105 202 -1.93 -4.46 -0.21 1534.93 1.00 4825 104 201 1 FALSE 1.11
colorectal cancer KRAS_13 RET Any deletion 319 79 -0.43 -1.52 0.43 1504.35 1.00 3700 314 74 5 TRUE 0.40
non-small cell lung cancer KRAS_13 RET Any deletion 134 113 -2.15 -6.78 0.07 1262.08 1.00 6274 134 113 0 TRUE 0.59
non-small cell lung cancer KRAS_13 KDM5A Any deletion 103 63 -0.06 -1.73 1.43 18.73 1.18 4564 101 61 2 FALSE 0.02
colorectal cancer KRAS_13 TSHR Any deletion 259 116 0.03 -0.66 0.66 1552.50 1.00 2897 249 106 10 TRUE 0.04
non-small cell lung cancer KRAS_13 TSHR Any deletion 103 54 -0.34 -2.37 1.17 1584.32 1.00 4572 102 53 1 TRUE 0.15
non-small cell lung cancer KRAS_13 CREBBP Any deletion 134 67 -0.84 -3.79 1.04 1196.83 1.00 6254 133 66 1 TRUE 0.29
colorectal cancer KRAS_13 BRIP1 Any deletion 315 103 -0.22 -1.05 0.51 1425.98 1.00 3663 308 96 7 TRUE 0.23
colorectal cancer KRAS_13 SMARCA4 Any deletion 315 59 -0.22 -1.35 0.70 1279.85 1.00 3706 311 55 4 FALSE 0.17
non-small cell lung cancer KRAS_13 SMARCA4 Any deletion 134 309 0.15 -0.63 0.82 1548.47 1.00 6019 126 301 8 FALSE 0.16
colorectal cancer KRAS_13 BLM Any deletion 315 159 -0.20 -0.90 0.42 1411.13 1.00 3611 304 148 11 TRUE 0.28
non-small cell lung cancer KRAS_13 BLM Any deletion 134 143 -1.01 -2.77 0.29 1429.60 1.00 6170 133 142 1 TRUE 0.69
non-small cell lung cancer KRAS_13 PIK3CA Any deletion 134 111 0.12 -1.30 1.19 1433.86 1.00 6279 131 108 3 TRUE 0.07
colorectal cancer KRAS_13 GATA3 Any deletion 315 82 -0.50 -1.63 0.43 1607.80 1.00 3682 310 77 5 FALSE 0.48
non-small cell lung cancer KRAS_13 GATA3 Any deletion 134 140 -2.38 -7.35 -0.10 1417.31 1.00 6172 134 140 0 FALSE 0.67
colorectal cancer KRAS_13 ESR1 Any deletion 315 57 0.36 -0.53 1.11 1457.41 1.00 3711 308 50 7 TRUE 0.41
non-small cell lung cancer KRAS_13 ESR1 Any deletion 134 249 -0.57 -1.81 0.41 1346.71 1.00 6074 131 246 3 TRUE 0.50
colorectal cancer KRAS_13 RNF43 Any deletion 259 53 -1.91 -4.62 -0.22 1324.49 1.00 2953 258 52 1 TRUE 1.03
colorectal cancer KRAS_13 U2AF1 Any deletion 309 127 -0.70 -1.64 0.07 1458.57 1.00 3578 304 122 5 FALSE 0.96
non-small cell lung cancer KRAS_13 U2AF1 Any deletion 133 97 0.10 -1.12 1.19 1444.23 1.00 6189 130 94 3 FALSE 0.06
colorectal cancer KRAS_13 PTEN Any deletion 319 247 0.03 -0.47 0.48 1346.20 1.00 3548 298 226 21 TRUE 0.05
non-small cell lung cancer KRAS_13 PTEN Any deletion 134 227 -2.92 -8.97 -0.50 1443.77 1.00 6160 134 227 0 TRUE 0.78
colorectal cancer KRAS_13 CTNNB1 Any deletion 319 91 -0.27 -1.15 0.45 1548.78 1.00 3689 313 85 6 TRUE 0.28
non-small cell lung cancer KRAS_13 CTNNB1 Any deletion 134 323 -0.38 -1.31 0.43 1380.23 1.00 6069 129 318 5 TRUE 0.40
colorectal cancer KRAS_13 ARID1A Any deletion 315 315 -0.36 -0.86 0.10 1341.20 1.00 3464 297 297 18 TRUE 0.85
non-small cell lung cancer KRAS_13 ARID1A Any deletion 134 173 -0.34 -1.56 0.67 1459.72 1.00 6150 131 170 3 TRUE 0.25
colorectal cancer KRAS_13 PIK3R1 Any deletion 315 243 -1.97 -3.15 -1.04 1258.00 1.00 3521 312 240 3 TRUE 3.63
non-small cell lung cancer KRAS_13 PIK3R1 Any deletion 134 241 -1.37 -2.86 -0.02 1356.97 1.00 6081 132 239 2 TRUE 1.23
colorectal cancer KRAS_13 FAT1 Any deletion 253 169 -0.42 -1.15 0.19 1470.11 1.00 2783 243 159 10 FALSE 0.64
non-small cell lung cancer KRAS_13 FAT1 Any deletion 102 87 -2.19 -6.80 0.02 1509.02 1.00 4501 102 87 0 FALSE 0.62
colorectal cancer KRAS_13 FGFR4 Any deletion 315 131 -1.68 -3.18 -0.58 1438.62 1.00 3632 313 129 2 TRUE 1.93
non-small cell lung cancer KRAS_13 FGFR4 Any deletion 134 167 -1.02 -2.64 0.25 1556.48 1.00 6155 132 165 2 TRUE 0.77
non-small cell lung cancer KRAS_13 CIC Any deletion 103 55 0.30 -1.42 1.60 1279.59 1.00 4572 101 53 2 TRUE 0.16
non-small cell lung cancer KRAS_13 KDM6A Any deletion 134 60 -0.72 -3.43 1.11 1268.56 1.00 6253 133 59 1 FALSE 0.28
colorectal cancer KRAS_13 ABL1 Any deletion 319 53 -0.51 -1.73 0.52 1385.69 1.00 3722 316 50 3 TRUE 0.43
non-small cell lung cancer KRAS_13 ABL1 Any deletion 134 166 -0.68 -2.08 0.44 1646.40 1.00 6215 132 164 2 TRUE 0.53
colorectal cancer KRAS_13 NOTCH2 Any deletion 315 134 -0.64 -1.46 0.10 1617.22 1.00 3633 309 128 6 TRUE 0.93
non-small cell lung cancer KRAS_13 NOTCH2 Any deletion 134 186 -0.47 -1.64 0.51 1211.32 1.00 6137 131 183 3 TRUE 0.41
non-small cell lung cancer KRAS_13 SMO Any deletion 134 80 -5.42 -15.23 -0.30 1196.68 1.00 6307 134 80 0 TRUE 0.66
colorectal cancer KRAS_13 KMT2A Any deletion 315 100 -0.53 -1.47 0.25 1486.35 1.00 3664 310 95 5 FALSE 0.61
non-small cell lung cancer KRAS_13 KMT2A Any deletion 134 136 -0.57 -2.03 0.59 1693.56 1.00 6178 132 134 2 FALSE 0.40
non-small cell lung cancer KRAS_13 JAK3 Any deletion 134 226 0.52 -0.25 1.20 1124.57 1.00 6169 126 218 8 TRUE 0.77
non-small cell lung cancer KRAS_13 BRCA2 Any deletion 134 341 -0.47 -1.52 0.42 1208.32 1.00 5984 129 336 5 TRUE 0.47
non-small cell lung cancer KRAS_13 NOTCH3 Any deletion 103 103 -0.38 -2.13 0.94 1210.33 1.00 4532 101 101 2 TRUE 0.19
colorectal cancer KRAS_13 FGFR3 Any deletion 319 235 -0.52 -1.09 0.02 1364.38 1.00 3551 307 223 12 TRUE 1.11
non-small cell lung cancer KRAS_13 FGFR3 Any deletion 134 158 -0.66 -2.15 0.49 1420.37 1.00 6231 132 156 2 TRUE 0.49
colorectal cancer KRAS_13 IGF1R Any deletion 315 163 -0.11 -0.73 0.44 1587.95 1.00 3610 303 151 12 TRUE 0.14
non-small cell lung cancer KRAS_13 IGF1R Any deletion 134 156 -0.51 -1.80 0.56 1312.99 1.00 6166 132 154 2 TRUE 0.38
non-small cell lung cancer KRAS_13 KEAP1 Any deletion 123 241 -0.35 -1.53 0.55 1389.39 1.00 5582 119 237 4 FALSE 0.29
colorectal cancer KRAS_13 CDKN2A Any deletion 319 119 0.24 -0.41 0.83 1447.44 1.00 3667 307 107 12 TRUE 0.36
non-small cell lung cancer KRAS_13 CDKN2A Any deletion 134 952 -0.31 -0.86 0.18 1476.27 1.00 5450 119 937 15 TRUE 0.62
colorectal cancer KRAS_13 FANCA Any deletion 315 54 -0.51 -1.73 0.47 1234.73 1.00 3710 312 51 3 TRUE 0.42
non-small cell lung cancer KRAS_13 FANCA Any deletion 134 207 -0.49 -1.74 0.51 1244.18 1.00 6116 131 204 3 TRUE 0.42
non-small cell lung cancer KRAS_13 ERBB3 Any deletion 134 53 -0.61 -3.44 1.30 1306.96 1.00 6268 133 52 1 TRUE 0.21
colorectal cancer KRAS_13 SMAD4 Any deletion 319 872 -0.42 -0.72 -0.10 1225.16 1.00 2952 269 822 50 TRUE 2.07
non-small cell lung cancer KRAS_13 SMAD4 Any deletion 134 402 -1.11 -2.33 -0.17 1419.17 1.00 5988 131 399 3 TRUE 1.35
colorectal cancer KRAS_13 ATM Any deletion 319 133 -0.34 -1.14 0.36 1470.05 1.00 3649 311 125 8 TRUE 0.44
non-small cell lung cancer KRAS_13 ATM Any deletion 134 148 -0.55 -2.12 0.55 1609.85 1.00 6241 132 146 2 TRUE 0.39
non-small cell lung cancer KRAS_13 RB1 Any deletion 134 417 -0.44 -1.33 0.30 616.41 1.00 5976 128 411 6 TRUE 0.54
non-small cell lung cancer KRAS_13 KMT2D Any deletion 134 65 -0.78 -3.77 1.08 1240.20 1.00 6248 133 64 1 FALSE 0.29
colorectal cancer KRAS_13 TSC2 Any deletion 315 59 -1.42 -3.49 -0.03 1450.12 1.00 3703 314 58 1 TRUE 0.99
non-small cell lung cancer KRAS_13 TSC2 Any deletion 134 80 -0.39 -2.16 0.99 1447.80 1.00 6242 132 78 2 TRUE 0.20
colorectal cancer KRAS_13 APC Any deletion 319 266 -1.57 -2.46 -0.78 1565.04 1.00 3511 314 261 5 TRUE 3.52
non-small cell lung cancer KRAS_13 APC Any deletion 134 245 -1.29 -2.79 -0.06 1407.29 1.00 6136 132 243 2 TRUE 1.20
colorectal cancer KRAS_13 ERBB2 Any deletion 319 80 -0.12 -0.97 0.69 327.87 1.01 3700 313 74 6 TRUE 0.10
colorectal cancer KRAS_13 JAK1 Any deletion 259 103 -0.17 -1.02 0.55 1520.98 1.00 2909 252 96 7 TRUE 0.17
non-small cell lung cancer KRAS_13 JAK1 Any deletion 103 67 0.47 -0.86 1.51 1572.70 1.00 4569 100 64 3 TRUE 0.36
non-small cell lung cancer KRAS_13 ARID2 Any deletion 134 95 0.29 -1.11 1.39 1256.87 1.00 6220 131 92 3 FALSE 0.19
colorectal cancer KRAS_13 MTOR Any deletion 315 256 -0.17 -0.68 0.30 1441.69 1.00 3522 298 239 17 TRUE 0.28
non-small cell lung cancer KRAS_13 MTOR Any deletion 134 152 0.09 -0.97 0.98 1330.98 1.00 6172 130 148 4 TRUE 0.06
non-small cell lung cancer KRAS_13 NOTCH1 Any deletion 134 166 -1.78 -4.86 0.07 442.22 1.01 6222 133 165 1 TRUE 0.77
colorectal cancer KRAS_13 SETD2 Any deletion 315 106 -0.08 -0.81 0.60 1497.77 1.00 3663 307 98 8 FALSE 0.08
non-small cell lung cancer KRAS_13 SETD2 Any deletion 134 351 -0.09 -0.81 0.60 1624.52 1.00 5976 127 344 7 FALSE 0.09
colorectal cancer KRAS_13 PBRM1 Any deletion 300 90 -0.21 -1.09 0.61 1490.10 1.00 3526 294 84 6 TRUE 0.21
non-small cell lung cancer KRAS_13 PBRM1 Any deletion 123 308 -0.36 -1.34 0.48 1563.07 1.00 5516 118 303 5 TRUE 0.37
non-small cell lung cancer KRAS_13 EPHA3 Any deletion 117 157 -0.80 -2.71 0.55 1470.55 1.00 5397 115 155 2 FALSE 0.48
colorectal cancer KRAS_13 KIT Any deletion 319 228 -0.82 -1.58 -0.17 1318.72 1.00 3555 310 219 9 TRUE 1.72
non-small cell lung cancer KRAS_13 KIT Any deletion 134 97 -0.98 -3.04 0.51 1610.91 1.00 6291 133 96 1 TRUE 0.53
colorectal cancer KRAS_13 KDR Any deletion 319 228 -0.67 -1.39 -0.07 1427.30 1.00 3556 309 218 10 TRUE 1.32
non-small cell lung cancer KRAS_13 KDR Any deletion 134 98 -0.94 -2.83 0.55 1465.99 1.00 6290 133 97 1 TRUE 0.55
colorectal cancer KRAS_13 RAD50 Any deletion 259 110 -2.27 -4.40 -0.86 1251.04 1.00 2896 258 109 1 FALSE 1.95
non-small cell lung cancer KRAS_13 RAD50 Any deletion 103 100 -1.63 -3.94 0.26 1551.98 1.00 4534 102 99 1 FALSE 0.91
non-small cell lung cancer KRAS_13 CSF1R Any deletion 106 73 -5.29 -14.72 -0.33 1015.96 1.00 5061 106 73 0 TRUE 0.73
colorectal cancer KRAS_13 PARK2 Any deletion 309 103 0.74 0.19 1.27 1525.45 1.00 3632 293 87 16 FALSE 2.17
non-small cell lung cancer KRAS_13 PARK2 Any deletion 133 279 -0.33 -1.30 0.48 1356.68 1.00 6004 129 275 4 FALSE 0.32
colorectal cancer KRAS_13 NTRK2 Any deletion 315 54 -1.54 -3.52 -0.09 1204.58 1.00 3708 314 53 1 FALSE 1.11
non-small cell lung cancer KRAS_13 NTRK2 Any deletion 134 186 -1.04 -2.66 0.16 1544.85 1.00 6136 132 184 2 FALSE 0.80
non-small cell lung cancer KRAS_13 PTCH1 Any deletion 134 178 -0.39 -1.80 0.68 796.21 1.00 6145 131 175 3 TRUE 0.27
colorectal cancer KRAS_13 TET1 Any deletion 231 68 -0.06 -1.07 0.75 1558.26 1.00 2630 225 62 6 FALSE 0.04
non-small cell lung cancer KRAS_13 TET1 Any deletion 101 69 -1.71 -6.06 0.48 1106.42 1.00 4341 101 69 0 FALSE 0.48
colorectal cancer KRAS_13 FGFR2 Any deletion 319 125 -0.54 -1.47 0.24 1354.05 1.00 3656 312 118 7 TRUE 0.67
non-small cell lung cancer KRAS_13 FGFR2 Any deletion 134 192 -2.62 -7.47 -0.42 1477.96 1.00 6195 134 192 0 TRUE 0.79
non-small cell lung cancer KRAS_13 HNF1A Any deletion 133 105 -5.72 -14.20 -0.55 585.42 1.01 6245 133 105 0 TRUE 0.71
colorectal cancer KRAS_13 DICER1 Any deletion 309 220 -0.19 -0.79 0.30 1517.23 1.00 3493 294 205 15 TRUE 0.30
non-small cell lung cancer KRAS_13 DICER1 Any deletion 133 98 -0.80 -2.82 0.57 1294.74 1.00 6178 132 97 1 TRUE 0.44
colorectal cancer KRAS_13 NTRK3 Any deletion 315 175 -0.03 -0.62 0.50 1574.69 1.00 3600 301 161 14 FALSE 0.03
non-small cell lung cancer KRAS_13 NTRK3 Any deletion 134 151 -0.98 -2.98 0.34 1419.92 1.00 6170 133 150 1 FALSE 0.63
non-small cell lung cancer KRAS_13 PALB2 Any deletion 134 57 -0.62 -3.40 1.18 1367.20 1.00 6264 133 56 1 TRUE 0.22
non-small cell lung cancer KRAS_13 CTCF Any deletion 103 67 -5.68 -15.85 -0.32 768.51 1.01 4558 103 67 0 FALSE 0.63
non-small cell lung cancer KRAS_13 CDH1 Any deletion 134 155 -0.74 -2.63 0.56 1232.94 1.00 6226 132 153 2 TRUE 0.45
colorectal cancer KRAS_13 STK11 Any deletion 319 98 -0.66 -1.70 0.16 1377.70 1.00 3680 315 94 4 TRUE 0.77
non-small cell lung cancer KRAS_13 STK11 Any deletion 134 344 0.13 -0.60 0.77 1209.04 1.00 6052 125 335 9 TRUE 0.14
non-small cell lung cancer KRAS_13 BRD4 Any deletion 133 262 0.38 -0.44 1.05 1436.63 1.00 6021 125 254 8 FALSE 0.49
colorectal cancer KRAS_13 EP300 Any deletion 315 236 -0.36 -0.95 0.19 1443.59 1.00 3537 301 222 14 TRUE 0.66
non-small cell lung cancer KRAS_13 EP300 Any deletion 134 143 -1.07 -2.92 0.20 1474.36 1.00 6170 133 142 1 TRUE 0.74
non-small cell lung cancer KRAS_13 ERBB4 Any deletion 134 66 -5.67 -16.41 -0.19 389.27 1.01 6321 134 66 0 TRUE 0.37
non-small cell lung cancer KRAS_13 ERCC5 Any deletion 132 289 -0.10 -1.06 0.69 1038.12 1.00 5814 126 283 6 TRUE 0.08
colorectal cancer KRAS_13 BRCA1 Any deletion 315 95 0.17 -0.56 0.83 1373.15 1.00 3675 306 86 9 TRUE 0.20
colorectal cancer KRAS_13 TSC1 Any deletion 315 54 -0.50 -1.75 0.51 1617.84 1.00 3710 312 51 3 TRUE 0.42
non-small cell lung cancer KRAS_13 TSC1 Any deletion 134 149 -0.62 -2.09 0.51 1320.83 1.00 6173 132 147 2 TRUE 0.46
colorectal cancer KRAS_13 FLCN Any deletion 309 589 -0.14 -0.50 0.20 1446.89 1.00 3150 268 548 41 TRUE 0.35
non-small cell lung cancer KRAS_13 FLCN Any deletion 133 373 -0.72 -1.81 0.14 1607.30 1.00 5906 129 369 4 TRUE 0.85
colorectal cancer KRAS_13 NF1 Any deletion 315 105 0.37 -0.28 0.96 1443.01 1.00 3668 303 93 12 TRUE 0.61
non-small cell lung cancer KRAS_13 NF1 Any deletion 134 61 -1.81 -7.12 0.65 1202.07 1.00 6259 134 61 0 TRUE 0.38
non-small cell lung cancer KRAS_13 FLT1 Any deletion 134 345 -0.48 -1.52 0.35 1214.56 1.00 5972 129 340 5 FALSE 0.51
colorectal cancer KRAS_13 RASA1 Any deletion 231 150 -2.56 -4.61 -1.15 1610.74 1.00 2543 230 149 1 FALSE 2.42
non-small cell lung cancer KRAS_13 RASA1 Any deletion 101 123 -1.83 -4.23 -0.03 1373.96 1.00 4288 100 122 1 FALSE 1.06
colorectal cancer KRAS_13 EPHA5 Any deletion 270 119 -1.01 -2.19 -0.10 1297.49 1.00 3003 266 115 4 FALSE 1.30
non-small cell lung cancer KRAS_13 EPHA5 Any deletion 117 67 -0.81 -2.89 0.74 1469.66 1.00 5486 116 66 1 FALSE 0.42
colorectal cancer KRAS_13 MLH1 Any deletion 319 89 -0.23 -1.08 0.49 1356.39 1.00 3691 313 83 6 TRUE 0.24
non-small cell lung cancer KRAS_13 MLH1 Any deletion 134 330 -0.04 -0.82 0.67 1454.60 1.00 6064 127 323 7 TRUE 0.04
colorectal cancer KRAS_13 ROS1 Any deletion 315 73 0.10 -0.77 0.81 1464.82 1.00 3695 308 66 7 TRUE 0.10
non-small cell lung cancer KRAS_13 ROS1 Any deletion 134 259 -0.63 -1.77 0.31 1434.39 1.00 6064 131 256 3 TRUE 0.64
non-small cell lung cancer KRAS_13 FLT3 Any deletion 134 353 -0.26 -1.15 0.53 1399.03 1.00 6040 128 347 6 TRUE 0.26
non-small cell lung cancer KRAS_13 DIS3 Any deletion 134 309 0.03 -0.82 0.78 1513.03 1.00 6010 127 302 7 FALSE 0.03
colorectal cancer KRAS_13 AXL Any deletion 315 51 -0.58 -2.02 0.58 1486.25 1.00 3712 313 49 2 FALSE 0.42
non-small cell lung cancer KRAS_13 AXL Any deletion 134 120 0.48 -0.61 1.36 1307.98 1.00 6205 129 115 5 FALSE 0.47
colorectal cancer KRAS_13 MAP2K4 Any deletion 315 602 -0.07 -0.42 0.28 1490.92 1.00 3204 270 557 45 TRUE 0.16
non-small cell lung cancer KRAS_13 MAP2K4 Any deletion 134 404 -1.05 -2.24 -0.14 1246.56 1.00 5919 131 401 3 TRUE 1.30
colorectal cancer KRAS_13 ARID1B Any deletion 309 62 0.14 -0.70 0.89 1119.26 1.00 3663 303 56 6 TRUE 0.13
non-small cell lung cancer KRAS_13 ARID1B Any deletion 133 275 -0.18 -1.14 0.63 1518.54 1.00 6009 128 270 5 TRUE 0.17
colorectal cancer KRAS_13 NKX2-1 Any deletion 315 219 -0.55 -1.20 0.02 1440.43 1.00 3551 304 208 11 TRUE 1.11
non-small cell lung cancer KRAS_13 NKX2-1 Any deletion 134 54 -2.28 -7.46 0.40 1624.76 1.00 6258 134 54 0 TRUE 0.56
non-small cell lung cancer KRAS_13 WT1 Any deletion 134 88 0.36 -1.03 1.49 1472.15 1.00 6227 131 85 3 TRUE 0.25
non-small cell lung cancer KRAS_13 MET Any deletion 134 62 0.18 -1.67 1.47 1051.24 1.00 6327 132 60 2 TRUE 0.08
non-small cell lung cancer KRAS_13 BRAF Any deletion 134 65 -5.18 -14.39 -0.15 1465.69 1.00 6322 134 65 0 TRUE 0.77
colorectal cancer KRAS_13 B2M Any deletion 287 210 -0.42 -1.06 0.13 1380.97 1.00 3250 275 198 12 FALSE 0.76
non-small cell lung cancer KRAS_13 B2M Any deletion 132 215 -1.37 -3.23 -0.08 1374.25 1.00 5883 131 214 1 FALSE 1.01
colorectal cancer KRAS_13 TET2 Any deletion 315 261 -0.83 -1.48 -0.20 1448.01 1.00 3508 305 251 10 TRUE 1.88
non-small cell lung cancer KRAS_13 TET2 Any deletion 134 142 -1.26 -3.21 0.14 1461.14 1.00 6171 133 141 1 TRUE 0.85
colorectal cancer KRAS_13 PDGFRB Any deletion 315 114 -2.12 -4.11 -0.75 1392.52 1.00 3648 314 113 1 TRUE 1.85
non-small cell lung cancer KRAS_13 PDGFRB Any deletion 134 176 -1.18 -2.84 0.14 1284.53 1.00 6146 132 174 2 TRUE 0.88
non-small cell lung cancer KRAS_13 DNMT3A Any deletion 134 53 -0.60 -3.35 1.17 1360.49 1.00 6260 133 52 1 TRUE 0.20
colorectal cancer KRAS_13 MAX Any deletion 231 110 -0.16 -0.97 0.52 384.36 1.01 2592 223 102 8 FALSE 0.17
colorectal cancer KRAS_13 SOX9 Any deletion 309 95 -1.14 -2.38 -0.09 1212.73 1.00 3606 306 92 3 FALSE 1.24
colorectal cancer KRAS_13 JAK2 Any deletion 319 89 -0.52 -1.46 0.34 1432.59 1.00 3690 314 84 5 TRUE 0.60
non-small cell lung cancer KRAS_13 JAK2 Any deletion 134 355 -0.98 -2.17 -0.02 1432.69 1.00 6035 131 352 3 TRUE 1.14
colorectal cancer KRAS_13 SMAD2 Any deletion 315 776 -0.38 -0.68 -0.07 1503.79 1.00 3028 270 731 45 TRUE 1.78
non-small cell lung cancer KRAS_13 SMAD2 Any deletion 134 363 -1.02 -2.29 -0.04 1446.40 1.00 5952 131 360 3 TRUE 1.15
colorectal cancer KRAS_13 FGFR1 Any deletion 319 321 -0.33 -0.81 0.13 1453.66 1.00 3472 300 302 19 TRUE 0.76
non-small cell lung cancer KRAS_13 FGFR1 Any deletion 134 363 -0.16 -0.93 0.56 1437.93 1.00 6031 127 356 7 TRUE 0.17
colorectal cancer KRAS_13 MITF Any deletion 315 74 -0.24 -1.20 0.60 1444.94 1.00 3690 310 69 5 FALSE 0.23
non-small cell lung cancer KRAS_13 MITF Any deletion 134 311 -0.33 -1.22 0.45 1334.16 1.00 6006 129 306 5 FALSE 0.34
colorectal cancer KRAS_13 SH2B3 Any deletion 293 61 -1.34 -3.16 0.04 1445.86 1.00 3513 291 59 2 FALSE 0.99
non-small cell lung cancer KRAS_13 SH2B3 Any deletion 126 103 -2.37 -6.37 -0.21 1487.00 1.00 5841 126 103 0 FALSE 0.80
non-small cell lung cancer KRAS_13 GLI1 Any deletion 125 55 -0.71 -3.43 1.19 1310.73 1.00 5853 124 54 1 FALSE 0.27
colorectal cancer KRAS_13 MGA Any deletion 209 120 -0.36 -1.17 0.34 1604.10 1.00 2392 202 113 7 FALSE 0.45
non-small cell lung cancer KRAS_13 MGA Any deletion 93 118 -0.43 -1.83 0.67 1334.94 1.00 3926 91 116 2 FALSE 0.30
colorectal cancer KRAS_13 TCF3 Any deletion 265 110 -0.74 -1.80 0.11 1387.80 1.00 3155 261 106 4 FALSE 0.90
non-small cell lung cancer KRAS_13 TCF3 Any deletion 124 337 0.13 -0.62 0.77 1298.05 1.00 5401 115 328 9 FALSE 0.14
colorectal cancer KRAS_13 TCF7L2 Any deletion 265 147 -0.12 -0.80 0.51 1500.19 1.00 3125 254 136 11 FALSE 0.14
non-small cell lung cancer KRAS_13 TCF7L2 Any deletion 124 177 -2.58 -7.60 -0.22 1577.32 1.00 5552 124 177 0 FALSE 0.75
non-small cell lung cancer KRAS_13 POLD1 Any deletion 94 85 -0.12 -1.84 1.18 1091.68 1.00 4137 92 83 2 TRUE 0.06
non-small cell lung cancer KRAS_13 EPHA7 Any deletion 108 174 -0.84 -2.68 0.39 1475.06 1.00 4975 106 172 2 FALSE 0.53
colorectal cancer RAS_61 TP53 Any deletion 165 616 0.06 -0.33 0.47 1540.58 1.00 3338 139 590 26 TRUE 0.12
non-small cell lung cancer RAS_61 TP53 Any deletion 146 496 -0.42 -1.16 0.25 1492.86 1.00 5886 139 489 7 TRUE 0.63
pancreatic cancer RAS_61 TP53 Any deletion 135 138 0.23 -0.41 0.84 1557.92 1.00 1842 124 127 11 TRUE 0.32
melanoma RAS_61 TP53 Any deletion 336 88 1.09 0.67 1.52 1398.33 1.00 1192 297 49 39 TRUE 6.34
non-small cell lung cancer RAS_61 ATR Any deletion 94 54 -5.11 -14.70 -0.03 809.34 1.00 4588 94 54 0 FALSE 0.66
colorectal cancer RAS_61 PDGFRA Any deletion 165 230 0.49 -0.11 1.00 1530.67 1.00 3713 150 215 15 TRUE 1.07
non-small cell lung cancer RAS_61 PDGFRA Any deletion 146 94 -0.58 -2.42 0.75 1415.03 1.00 6282 145 93 1 TRUE 0.31
colorectal cancer RAS_61 FBXW7 Any deletion 165 264 0.41 -0.15 0.92 1357.51 1.00 3680 149 248 16 TRUE 0.86
non-small cell lung cancer RAS_61 FBXW7 Any deletion 146 145 -0.50 -1.80 0.61 1438.23 1.00 6232 144 143 2 TRUE 0.37
melanoma RAS_61 FBXW7 Any deletion 336 61 -0.20 -0.86 0.41 1492.17 1.00 1191 325 50 11 TRUE 0.26
colorectal cancer RAS_61 MAP3K1 Any deletion 165 198 0.18 -0.55 0.78 1434.13 1.00 3722 154 187 11 FALSE 0.22
non-small cell lung cancer RAS_61 MAP3K1 Any deletion 144 218 -1.07 -3.18 0.15 1357.71 1.00 6085 143 217 1 FALSE 0.73
colorectal cancer RAS_61 NSD1 Any deletion 126 83 0.43 -0.57 1.29 1558.76 1.00 3059 120 77 6 FALSE 0.44
non-small cell lung cancer RAS_61 NSD1 Any deletion 94 69 -1.16 -5.57 0.82 1338.73 1.00 4565 94 69 0 FALSE 0.31
colorectal cancer RAS_61 FLT4 Any deletion 165 149 0.24 -0.50 0.94 1420.81 1.00 3769 156 140 9 TRUE 0.30
non-small cell lung cancer RAS_61 FLT4 Any deletion 144 162 -0.81 -2.78 0.36 1371.72 1.00 6141 143 161 1 TRUE 0.50
non-small cell lung cancer RAS_61 PTPRD Any deletion 113 202 0.39 -0.43 1.12 1602.69 1.00 4823 106 195 7 FALSE 0.48
melanoma RAS_61 PTPRD Any deletion 261 82 0.01 -0.56 0.54 1540.07 1.00 946 244 65 17 FALSE 0.02
colorectal cancer RAS_61 RET Any deletion 165 79 -1.32 -3.32 0.11 1290.36 1.00 3850 164 78 1 TRUE 0.87
non-small cell lung cancer RAS_61 RET Any deletion 146 113 -2.10 -5.57 -0.08 1494.55 1.00 6262 146 113 0 TRUE 0.86
melanoma RAS_61 RET Any deletion 336 101 0.16 -0.31 0.60 1387.98 1.00 1165 311 76 25 TRUE 0.30
non-small cell lung cancer RAS_61 KDM5A Any deletion 94 63 -0.74 -3.59 1.08 1445.58 1.00 4572 93 62 1 FALSE 0.27
colorectal cancer RAS_61 TSHR Any deletion 126 116 0.14 -0.76 0.96 1434.32 1.00 3026 120 110 6 TRUE 0.13
non-small cell lung cancer RAS_61 TSHR Any deletion 94 54 -1.40 -6.25 0.75 1374.40 1.00 4580 94 54 0 TRUE 0.33
non-small cell lung cancer RAS_61 CREBBP Any deletion 144 67 -0.10 -1.69 1.34 38.47 1.07 6245 142 65 2 TRUE 0.04
colorectal cancer RAS_61 BRIP1 Any deletion 165 103 0.90 0.20 1.56 1397.74 1.00 3816 155 93 10 TRUE 1.91
colorectal cancer RAS_61 SMARCA4 Any deletion 165 59 -0.46 -1.83 0.73 1431.38 1.00 3854 163 57 2 FALSE 0.31
non-small cell lung cancer RAS_61 SMARCA4 Any deletion 144 309 -0.64 -1.66 0.20 1489.72 1.00 6005 140 305 4 FALSE 0.75
colorectal cancer RAS_61 BLM Any deletion 165 159 -0.28 -1.18 0.51 1494.23 1.00 3756 159 153 6 TRUE 0.29
non-small cell lung cancer RAS_61 BLM Any deletion 144 143 -0.88 -2.58 0.29 1507.14 1.00 6160 143 142 1 TRUE 0.65
non-small cell lung cancer RAS_61 PIK3CA Any deletion 146 111 0.02 -1.27 1.07 859.34 1.00 6267 143 108 3 TRUE 0.01
colorectal cancer RAS_61 GATA3 Any deletion 165 82 -0.33 -1.73 0.72 1489.71 1.00 3830 162 79 3 FALSE 0.23
non-small cell lung cancer RAS_61 GATA3 Any deletion 144 140 -1.99 -5.39 -0.11 1444.79 1.00 6162 144 140 0 FALSE 0.86
melanoma RAS_61 GATA3 Any deletion 336 127 0.01 -0.45 0.44 1509.63 1.00 1133 308 99 28 FALSE 0.02
colorectal cancer RAS_61 ESR1 Any deletion 165 57 0.11 -1.03 1.11 1561.38 1.00 3857 162 54 3 TRUE 0.07
non-small cell lung cancer RAS_61 ESR1 Any deletion 144 249 -0.14 -1.04 0.58 1656.55 1.00 6066 139 244 5 TRUE 0.13
pancreatic cancer RAS_61 ESR1 Any deletion 135 91 -0.35 -1.33 0.50 1595.13 1.00 1882 131 87 4 TRUE 0.36
melanoma RAS_61 ESR1 Any deletion 336 136 0.54 0.15 0.94 1538.57 1.00 1145 294 94 42 TRUE 2.18
colorectal cancer RAS_61 RNF43 Any deletion 126 53 0.60 -0.61 1.58 1212.78 1.00 3089 122 49 4 TRUE 0.56
colorectal cancer RAS_61 U2AF1 Any deletion 163 127 -0.09 -1.01 0.69 1419.05 1.00 3725 157 121 6 FALSE 0.08
non-small cell lung cancer RAS_61 U2AF1 Any deletion 144 97 -0.95 -2.87 0.26 1478.39 1.00 6175 144 97 0 FALSE 0.59
pancreatic cancer RAS_61 U2AF1 Any deletion 134 58 -0.39 -1.51 0.59 1578.35 1.00 1905 131 55 3 FALSE 0.34
colorectal cancer RAS_61 BAP1 Any deletion 165 95 -0.07 -0.97 0.74 1430.21 1.00 3820 161 91 4 TRUE 0.06
non-small cell lung cancer RAS_61 BAP1 Any deletion 144 348 -0.50 -1.34 0.23 1542.82 1.00 5966 140 344 4 TRUE 0.66
pancreatic cancer RAS_61 BAP1 Any deletion 135 81 0.27 -0.47 1.00 1479.14 1.00 1896 127 73 8 TRUE 0.34
colorectal cancer RAS_61 PTEN Any deletion 165 247 0.22 -0.36 0.76 1449.88 1.00 3694 152 234 13 TRUE 0.36
non-small cell lung cancer RAS_61 PTEN Any deletion 146 227 -1.30 -2.96 -0.09 1351.55 1.00 6149 145 226 1 TRUE 1.09
melanoma RAS_61 PTEN Any deletion 336 146 -0.06 -0.49 0.36 1554.93 1.00 1125 306 116 30 TRUE 0.11
colorectal cancer RAS_61 CTNNB1 Any deletion 165 91 -0.10 -1.01 0.78 1430.44 1.00 3841 161 87 4 TRUE 0.08
non-small cell lung cancer RAS_61 CTNNB1 Any deletion 146 323 -0.48 -1.37 0.26 1559.25 1.00 6056 142 319 4 TRUE 0.60
pancreatic cancer RAS_61 CTNNB1 Any deletion 135 65 -0.03 -0.95 0.76 1583.28 1.00 1909 130 60 5 TRUE 0.02
colorectal cancer RAS_61 ARID1A Any deletion 165 315 0.08 -0.50 0.62 1768.55 1.00 3611 150 300 15 TRUE 0.11
non-small cell lung cancer RAS_61 ARID1A Any deletion 144 173 -0.54 -1.64 0.40 1211.36 1.00 6139 142 171 2 TRUE 0.51
pancreatic cancer RAS_61 ARID1A Any deletion 135 102 -0.48 -1.38 0.29 1470.92 1.00 1871 131 98 4 TRUE 0.56
colorectal cancer RAS_61 PIK3R1 Any deletion 165 243 0.07 -0.58 0.65 1498.73 1.00 3680 153 231 12 TRUE 0.08
non-small cell lung cancer RAS_61 PIK3R1 Any deletion 144 241 -1.21 -3.00 -0.02 1347.61 1.00 6070 143 240 1 TRUE 0.91
colorectal cancer RAS_61 FAT1 Any deletion 124 169 0.10 -0.68 0.82 1441.81 1.00 2910 116 161 8 FALSE 0.10
non-small cell lung cancer RAS_61 FAT1 Any deletion 94 87 -0.47 -2.36 0.85 1521.24 1.00 4510 93 86 1 FALSE 0.25
colorectal cancer RAS_61 FGFR4 Any deletion 165 131 0.40 -0.41 1.10 835.22 1.00 3789 156 122 9 TRUE 0.51
non-small cell lung cancer RAS_61 FGFR4 Any deletion 144 167 -2.08 -6.81 0.08 1225.18 1.00 6143 144 167 0 TRUE 0.58
non-small cell lung cancer RAS_61 CIC Any deletion 94 55 -5.44 -15.24 0.20 305.54 1.00 4579 94 55 0 TRUE 0.64
non-small cell lung cancer RAS_61 KDM6A Any deletion 144 60 0.11 -1.71 1.51 1243.43 1.00 6244 142 58 2 FALSE 0.05
colorectal cancer RAS_61 ABL1 Any deletion 165 53 -0.20 -1.66 0.96 1498.13 1.00 3875 163 51 2 TRUE 0.12
non-small cell lung cancer RAS_61 ABL1 Any deletion 146 166 -0.58 -1.87 0.48 1493.03 1.00 6203 144 164 2 TRUE 0.48
melanoma RAS_61 ABL1 Any deletion 336 72 0.53 0.02 1.02 1520.55 1.00 1187 313 49 23 TRUE 1.43
colorectal cancer RAS_61 NOTCH2 Any deletion 165 134 -0.16 -0.98 0.60 1490.45 1.00 3783 159 128 6 TRUE 0.15
non-small cell lung cancer RAS_61 NOTCH2 Any deletion 144 186 -0.55 -1.73 0.32 1542.16 1.00 6126 142 184 2 TRUE 0.54
pancreatic cancer RAS_61 NOTCH2 Any deletion 135 52 -0.47 -1.56 0.42 1536.28 1.00 1919 133 50 2 TRUE 0.46
non-small cell lung cancer RAS_61 SMO Any deletion 146 80 -1.09 -3.86 0.70 1195.06 1.00 6296 145 79 1 TRUE 0.45
colorectal cancer RAS_61 KMT2A Any deletion 165 100 0.83 0.10 1.49 1301.43 1.00 3819 155 90 10 FALSE 1.75
non-small cell lung cancer RAS_61 KMT2A Any deletion 144 136 -0.66 -2.23 0.46 1527.15 1.00 6167 143 135 1 FALSE 0.48
pancreatic cancer RAS_61 KMT2A Any deletion 135 51 -0.39 -1.65 0.59 1372.22 1.00 1914 133 49 2 FALSE 0.30
melanoma RAS_61 KMT2A Any deletion 336 111 0.51 0.08 0.92 1438.73 1.00 1156 302 77 34 FALSE 1.76
non-small cell lung cancer RAS_61 JAK3 Any deletion 146 226 -0.70 -1.99 0.37 978.20 1.00 6152 143 223 3 TRUE 0.61
non-small cell lung cancer RAS_61 BRCA2 Any deletion 144 341 -0.54 -1.58 0.29 1219.64 1.00 5974 139 336 5 TRUE 0.57
non-small cell lung cancer RAS_61 NOTCH3 Any deletion 94 103 -5.66 -15.63 -0.52 714.78 1.00 4539 94 103 0 TRUE 0.79
colorectal cancer RAS_61 FGFR3 Any deletion 165 235 0.14 -0.54 0.74 1374.84 1.00 3705 153 223 12 TRUE 0.18
non-small cell lung cancer RAS_61 FGFR3 Any deletion 146 158 -0.95 -2.88 0.35 1457.95 1.00 6218 145 157 1 TRUE 0.60
colorectal cancer RAS_61 IGF1R Any deletion 165 163 -0.13 -0.96 0.60 1378.91 1.00 3755 158 156 7 TRUE 0.12
non-small cell lung cancer RAS_61 IGF1R Any deletion 144 156 -0.85 -2.64 0.33 1379.56 1.00 6155 143 155 1 TRUE 0.63
non-small cell lung cancer RAS_61 KEAP1 Any deletion 127 241 -0.72 -2.15 0.36 864.94 1.00 5577 124 238 3 FALSE 0.59
colorectal cancer RAS_61 CDKN2A Any deletion 165 119 0.30 -0.46 0.98 1671.67 1.00 3816 158 112 7 TRUE 0.37
non-small cell lung cancer RAS_61 CDKN2A Any deletion 146 952 0.02 -0.42 0.47 1412.16 1.00 5445 124 930 22 TRUE 0.03
pancreatic cancer RAS_61 CDKN2A Any deletion 135 377 -0.11 -0.59 0.34 1644.97 1.00 1614 113 355 22 TRUE 0.19
melanoma RAS_61 CDKN2A Any deletion 336 468 0.48 0.22 0.72 1132.03 1.00 900 209 341 127 TRUE 3.58
colorectal cancer RAS_61 FANCA Any deletion 165 54 -0.15 -1.62 1.01 1545.38 1.00 3859 163 52 2 TRUE 0.09
non-small cell lung cancer RAS_61 FANCA Any deletion 144 207 -0.19 -1.23 0.66 1565.01 1.00 6107 140 203 4 TRUE 0.16
melanoma RAS_61 FANCA Any deletion 336 84 0.56 0.08 1.04 1476.38 1.00 1181 309 57 27 TRUE 1.73
non-small cell lung cancer RAS_61 ERBB3 Any deletion 144 53 -5.19 -14.84 -0.06 1471.92 1.00 6257 144 53 0 TRUE 0.63
colorectal cancer RAS_61 SMAD4 Any deletion 165 872 0.08 -0.28 0.42 1533.16 1.00 3094 127 834 38 TRUE 0.19
non-small cell lung cancer RAS_61 SMAD4 Any deletion 146 402 -0.27 -0.97 0.36 1581.22 1.00 5980 139 395 7 TRUE 0.36
pancreatic cancer RAS_61 SMAD4 Any deletion 135 252 -0.04 -0.59 0.47 1496.42 1.00 1733 119 236 16 TRUE 0.05
colorectal cancer RAS_61 ATM Any deletion 165 133 0.44 -0.33 1.10 1629.60 1.00 3804 156 124 9 TRUE 0.66
non-small cell lung cancer RAS_61 ATM Any deletion 146 148 -0.38 -1.57 0.58 1484.02 1.00 6229 144 146 2 TRUE 0.31
pancreatic cancer RAS_61 ATM Any deletion 135 56 -0.43 -1.69 0.53 1415.33 1.00 1915 133 54 2 TRUE 0.35
melanoma RAS_61 ATM Any deletion 336 103 0.57 0.14 0.98 1428.42 1.00 1171 303 70 33 TRUE 2.15
colorectal cancer RAS_61 MAP2K1 Any deletion 165 186 -0.36 -1.15 0.38 1445.69 1.00 3731 159 180 6 TRUE 0.43
non-small cell lung cancer RAS_61 MAP2K1 Any deletion 144 157 -0.58 -1.85 0.46 1498.80 1.00 6155 142 155 2 TRUE 0.48
non-small cell lung cancer RAS_61 RB1 Any deletion 146 417 -0.76 -1.76 0.06 1389.24 1.00 5963 141 412 5 TRUE 0.97
non-small cell lung cancer RAS_61 KMT2D Any deletion 144 65 -5.37 -15.93 -0.33 1379.67 1.00 6237 144 65 0 FALSE 0.65
colorectal cancer RAS_61 TSC2 Any deletion 165 59 0.32 -0.71 1.29 1442.13 1.00 3856 161 55 4 TRUE 0.28
non-small cell lung cancer RAS_61 TSC2 Any deletion 144 80 0.14 -1.21 1.19 1472.81 1.00 6232 142 78 2 TRUE 0.09
colorectal cancer RAS_61 APC Any deletion 165 266 -0.02 -0.69 0.59 1471.38 1.00 3672 153 254 12 TRUE 0.03
non-small cell lung cancer RAS_61 APC Any deletion 146 245 -1.27 -3.22 -0.09 1320.45 1.00 6123 145 244 1 TRUE 0.93
colorectal cancer RAS_61 ERBB2 Any deletion 165 80 0.94 0.20 1.64 1462.33 1.00 3856 157 72 8 TRUE 2.32
colorectal cancer RAS_61 JAK1 Any deletion 126 103 0.78 0.05 1.45 1609.73 1.00 3044 117 94 9 TRUE 1.51
non-small cell lung cancer RAS_61 JAK1 Any deletion 94 67 0.02 -1.90 1.31 1433.15 1.00 4576 93 66 1 TRUE 0.01
non-small cell lung cancer RAS_61 ARID2 Any deletion 144 95 -5.48 -15.11 -0.42 792.05 1.00 6207 144 95 0 FALSE 0.64
colorectal cancer RAS_61 MTOR Any deletion 165 256 0.07 -0.51 0.62 1422.10 1.00 3667 153 244 12 TRUE 0.09
non-small cell lung cancer RAS_61 MTOR Any deletion 144 152 -0.41 -1.58 0.57 1533.83 1.00 6160 142 150 2 TRUE 0.35
pancreatic cancer RAS_61 MTOR Any deletion 135 72 -0.19 -1.07 0.64 1463.04 1.00 1901 131 68 4 TRUE 0.17
non-small cell lung cancer RAS_61 NOTCH1 Any deletion 146 166 -0.65 -2.19 0.46 1404.82 1.00 6211 144 164 2 TRUE 0.48
melanoma RAS_61 NOTCH1 Any deletion 336 59 0.62 0.05 1.14 1391.48 1.00 1202 316 39 20 TRUE 1.59
colorectal cancer RAS_61 SETD2 Any deletion 165 106 -0.32 -1.29 0.49 1679.61 1.00 3808 162 103 3 FALSE 0.32
non-small cell lung cancer RAS_61 SETD2 Any deletion 144 351 -0.40 -1.23 0.31 1356.48 1.00 5964 139 346 5 FALSE 0.50
pancreatic cancer RAS_61 SETD2 Any deletion 135 80 0.25 -0.52 0.96 1538.22 1.00 1897 127 72 8 FALSE 0.29
colorectal cancer RAS_61 PBRM1 Any deletion 155 90 0.01 -0.91 0.81 1429.26 1.00 3669 151 86 4 TRUE 0.01
non-small cell lung cancer RAS_61 PBRM1 Any deletion 127 308 -0.36 -1.26 0.40 1435.09 1.00 5511 123 304 4 TRUE 0.42
pancreatic cancer RAS_61 PBRM1 Any deletion 134 77 0.32 -0.43 1.04 1269.50 1.00 1855 126 69 8 TRUE 0.40
non-small cell lung cancer RAS_61 EPHA3 Any deletion 130 157 -1.46 -4.30 -0.12 6.25 1.16 5383 129 156 1 FALSE 0.69
colorectal cancer RAS_61 KIT Any deletion 165 228 0.41 -0.22 0.95 1468.90 1.00 3714 151 214 14 TRUE 0.81
non-small cell lung cancer RAS_61 KIT Any deletion 146 97 -0.63 -2.67 0.66 1516.36 1.00 6279 145 96 1 TRUE 0.34
colorectal cancer RAS_61 KDR Any deletion 165 228 0.41 -0.19 0.93 1442.82 1.00 3714 151 214 14 TRUE 0.84
non-small cell lung cancer RAS_61 KDR Any deletion 146 98 -0.61 -2.61 0.71 1301.12 1.00 6278 145 97 1 TRUE 0.34
colorectal cancer RAS_61 RAD50 Any deletion 126 110 0.11 -0.84 0.99 1456.63 1.00 3034 120 104 6 FALSE 0.09
non-small cell lung cancer RAS_61 RAD50 Any deletion 94 100 -1.46 -5.75 0.43 1284.53 1.00 4542 94 100 0 FALSE 0.43
non-small cell lung cancer RAS_61 CSF1R Any deletion 115 73 -5.52 -15.88 -0.35 1372.35 1.00 5052 115 73 0 TRUE 0.66
colorectal cancer RAS_61 PARK2 Any deletion 165 103 -0.40 -1.51 0.52 1453.15 1.00 3763 162 100 3 FALSE 0.36
non-small cell lung cancer RAS_61 PARK2 Any deletion 144 279 -0.49 -1.45 0.32 1339.64 1.00 5993 140 275 4 FALSE 0.56
pancreatic cancer RAS_61 PARK2 Any deletion 134 96 -0.69 -1.86 0.17 1418.24 1.00 1861 131 93 3 FALSE 0.75
melanoma RAS_61 PARK2 Any deletion 330 149 0.48 0.10 0.86 1457.80 1.00 1096 285 104 45 FALSE 1.96
colorectal cancer RAS_61 NTRK2 Any deletion 165 54 -0.70 -2.51 0.64 1490.26 1.00 3858 164 53 1 FALSE 0.42
non-small cell lung cancer RAS_61 NTRK2 Any deletion 144 186 -0.40 -1.56 0.55 1551.03 1.01 6127 141 183 3 FALSE 0.33
melanoma RAS_61 NTRK2 Any deletion 336 72 0.32 -0.23 0.85 1484.32 1.00 1186 316 52 20 FALSE 0.62
non-small cell lung cancer RAS_61 PTCH1 Any deletion 144 178 -0.36 -1.52 0.64 1455.81 1.00 6135 141 175 3 TRUE 0.29
melanoma RAS_61 PTCH1 Any deletion 336 77 0.52 0.00 1.00 1410.76 1.00 1186 312 53 24 TRUE 1.35
colorectal cancer RAS_61 TET1 Any deletion 109 68 -0.05 -1.34 1.01 1516.24 1.00 2749 106 65 3 FALSE 0.03
non-small cell lung cancer RAS_61 TET1 Any deletion 92 69 -1.32 -4.62 0.50 1227.27 1.00 4350 92 69 0 FALSE 0.51
melanoma RAS_61 TET1 Any deletion 242 52 0.31 -0.34 0.92 1493.92 1.00 864 228 38 14 FALSE 0.47
colorectal cancer RAS_61 FGFR2 Any deletion 165 125 -0.38 -1.43 0.54 1291.56 1.00 3807 161 121 4 TRUE 0.34
non-small cell lung cancer RAS_61 FGFR2 Any deletion 146 192 -1.17 -2.84 0.03 1342.59 1.00 6184 145 191 1 TRUE 0.94
melanoma RAS_61 FGFR2 Any deletion 336 101 0.18 -0.26 0.62 1465.55 1.00 1165 311 76 25 TRUE 0.36
non-small cell lung cancer RAS_61 HNF1A Any deletion 146 105 -1.33 -4.24 0.45 1336.53 1.00 6233 145 104 1 TRUE 0.56
colorectal cancer RAS_61 DICER1 Any deletion 163 220 0.06 -0.67 0.64 1280.33 1.00 3634 153 210 10 TRUE 0.07
non-small cell lung cancer RAS_61 DICER1 Any deletion 144 98 -0.17 -1.51 0.94 1414.65 1.00 6168 142 96 2 TRUE 0.11
colorectal cancer RAS_61 NTRK3 Any deletion 165 175 -0.37 -1.27 0.42 1333.01 1.00 3742 159 169 6 FALSE 0.40
non-small cell lung cancer RAS_61 NTRK3 Any deletion 144 151 -0.94 -2.58 0.22 1464.19 1.00 6160 143 150 1 FALSE 0.72
non-small cell lung cancer RAS_61 PALB2 Any deletion 144 57 -4.91 -15.54 1.02 174.54 1.02 6253 144 57 0 TRUE 0.58
non-small cell lung cancer RAS_61 CTCF Any deletion 94 67 -5.36 -14.89 -0.23 1284.65 1.00 4567 94 67 0 FALSE 0.64
non-small cell lung cancer RAS_61 CDH1 Any deletion 146 155 -1.23 -3.55 0.17 1532.84 1.00 6213 145 154 1 TRUE 0.71
melanoma RAS_61 CDH1 Any deletion 336 64 0.42 -0.15 0.97 1504.65 1.00 1191 317 45 19 TRUE 0.88
colorectal cancer RAS_61 STK11 Any deletion 165 98 0.22 -0.60 0.96 1505.97 1.00 3836 159 92 6 TRUE 0.24
non-small cell lung cancer RAS_61 STK11 Any deletion 146 344 -0.34 -1.20 0.36 1424.79 1.00 6036 141 339 5 TRUE 0.42
pancreatic cancer RAS_61 STK11 Any deletion 135 53 0.01 -0.92 0.82 1478.76 1.00 1920 131 49 4 TRUE 0.01
non-small cell lung cancer RAS_61 BRD4 Any deletion 144 262 -0.88 -2.25 0.20 196.48 1.02 6005 141 259 3 FALSE 0.76
colorectal cancer RAS_61 EP300 Any deletion 165 236 -0.15 -0.84 0.50 1340.30 1.00 3683 155 226 10 TRUE 0.18
non-small cell lung cancer RAS_61 EP300 Any deletion 144 143 -0.96 -2.44 0.21 1486.23 1.00 6160 143 142 1 TRUE 0.80
pancreatic cancer RAS_61 EP300 Any deletion 135 63 -1.05 -2.60 0.05 1557.87 1.00 1901 134 62 1 TRUE 0.90
non-small cell lung cancer RAS_61 ERBB4 Any deletion 146 66 0.07 -1.73 1.40 1460.18 1.00 6311 144 64 2 TRUE 0.03
non-small cell lung cancer RAS_61 GNAQ Any deletion 146 195 -0.16 -1.27 0.74 1395.94 1.00 6184 142 191 4 TRUE 0.12
melanoma RAS_61 GNAQ Any deletion 336 79 0.55 0.06 1.05 1444.97 1.00 1187 311 54 25 TRUE 1.54
non-small cell lung cancer RAS_61 ERCC5 Any deletion 142 289 -0.66 -1.80 0.24 1205.70 1.00 5802 138 285 4 TRUE 0.68
colorectal cancer RAS_61 BRCA1 Any deletion 165 95 0.89 0.16 1.53 1285.20 1.00 3825 156 86 9 TRUE 1.97
colorectal cancer RAS_61 TSC1 Any deletion 165 54 -0.70 -2.52 0.64 1585.47 1.00 3858 164 53 1 TRUE 0.42
non-small cell lung cancer RAS_61 TSC1 Any deletion 144 149 -0.54 -1.91 0.59 1619.05 1.00 6163 142 147 2 TRUE 0.41
melanoma RAS_61 TSC1 Any deletion 336 71 0.62 0.10 1.12 1371.92 1.00 1192 312 47 24 TRUE 1.78
colorectal cancer RAS_61 FLCN Any deletion 163 589 0.04 -0.40 0.44 1388.01 1.00 3280 138 564 25 TRUE 0.08
non-small cell lung cancer RAS_61 FLCN Any deletion 144 373 -0.46 -1.26 0.26 1643.62 1.00 5896 139 368 5 TRUE 0.61
pancreatic cancer RAS_61 FLCN Any deletion 134 121 0.24 -0.41 0.87 1448.25 1.00 1843 124 111 10 TRUE 0.34
melanoma RAS_61 FLCN Any deletion 330 74 0.95 0.50 1.42 1544.42 1.00 1157 299 43 31 TRUE 4.13
colorectal cancer RAS_61 NF1 Any deletion 165 105 0.79 0.04 1.46 1338.28 1.00 3816 155 95 10 TRUE 1.57
non-small cell lung cancer RAS_61 NF1 Any deletion 144 61 -1.53 -5.08 0.47 1465.05 1.00 6249 144 61 0 TRUE 0.56
melanoma RAS_61 NF1 Any deletion 336 78 -0.64 -1.39 -0.02 1399.34 1.00 1171 326 68 10 TRUE 1.19
non-small cell lung cancer RAS_61 FLT1 Any deletion 144 345 -0.56 -1.60 0.28 1397.29 1.00 5962 139 340 5 FALSE 0.63
colorectal cancer RAS_61 RASA1 Any deletion 109 150 -0.14 -1.09 0.65 1486.43 1.00 2670 103 144 6 FALSE 0.12
non-small cell lung cancer RAS_61 RASA1 Any deletion 92 123 -1.73 -5.60 0.14 1182.95 1.00 4296 92 123 0 FALSE 0.59
colorectal cancer RAS_61 EPHA5 Any deletion 140 119 0.28 -0.59 0.99 1588.23 1.00 3136 133 112 7 FALSE 0.31
non-small cell lung cancer RAS_61 EPHA5 Any deletion 130 67 -0.35 -2.15 0.94 1439.50 1.00 5473 129 66 1 FALSE 0.18
colorectal cancer RAS_61 MLH1 Any deletion 165 89 -0.26 -1.24 0.63 1268.44 1.00 3842 162 86 3 TRUE 0.23
non-small cell lung cancer RAS_61 MLH1 Any deletion 146 330 -0.52 -1.43 0.25 1339.25 1.00 6049 142 326 4 TRUE 0.68
pancreatic cancer RAS_61 MLH1 Any deletion 135 68 0.08 -0.75 0.84 1495.64 1.00 1907 129 62 6 TRUE 0.08
colorectal cancer RAS_61 ROS1 Any deletion 165 73 0.37 -0.54 1.15 1484.43 1.00 3843 160 68 5 TRUE 0.40
non-small cell lung cancer RAS_61 ROS1 Any deletion 144 259 0.00 -0.80 0.71 1379.89 1.00 6057 138 253 6 TRUE 0.00
pancreatic cancer RAS_61 ROS1 Any deletion 135 87 -0.77 -1.91 0.19 1512.87 1.00 1884 133 85 2 TRUE 0.80
melanoma RAS_61 ROS1 Any deletion 336 130 0.60 0.19 0.98 1519.83 1.00 1148 294 88 42 TRUE 2.64
non-small cell lung cancer RAS_61 FLT3 Any deletion 146 353 -0.64 -1.64 0.23 95.75 1.04 6027 141 348 5 TRUE 0.75
non-small cell lung cancer RAS_61 DIS3 Any deletion 144 309 -0.69 -1.89 0.18 1492.87 1.00 5997 140 305 4 FALSE 0.71
colorectal cancer RAS_61 AXL Any deletion 165 51 -0.77 -2.54 0.48 1543.17 1.00 3861 164 50 1 FALSE 0.50
non-small cell lung cancer RAS_61 AXL Any deletion 144 120 -0.62 -2.15 0.54 1564.45 1.00 6192 142 118 2 FALSE 0.44
colorectal cancer RAS_61 MAP2K4 Any deletion 165 602 0.08 -0.35 0.46 1690.84 1.00 3335 139 576 26 TRUE 0.15
non-small cell lung cancer RAS_61 MAP2K4 Any deletion 144 404 -0.36 -1.12 0.28 1466.06 1.00 5912 138 398 6 TRUE 0.49
pancreatic cancer RAS_61 MAP2K4 Any deletion 135 153 0.29 -0.33 0.83 1439.46 1.00 1829 122 140 13 TRUE 0.48
melanoma RAS_61 MAP2K4 Any deletion 336 77 0.84 0.36 1.30 1505.84 1.00 1191 306 47 30 TRUE 3.28
colorectal cancer RAS_61 ARID1B Any deletion 165 62 0.02 -1.10 0.98 1441.29 1.00 3804 162 59 3 TRUE 0.01
non-small cell lung cancer RAS_61 ARID1B Any deletion 144 275 -0.08 -0.87 0.63 1376.47 1.00 5999 138 269 6 TRUE 0.07
pancreatic cancer RAS_61 ARID1B Any deletion 134 95 -0.40 -1.36 0.42 1496.25 1.00 1863 130 91 4 TRUE 0.42
melanoma RAS_61 ARID1B Any deletion 330 144 0.56 0.21 0.91 1415.18 1.00 1101 285 99 45 TRUE 2.64
colorectal cancer RAS_61 GNA11 Any deletion 165 94 0.38 -0.41 1.11 1131.92 1.00 3841 158 87 7 TRUE 0.46
non-small cell lung cancer RAS_61 GNA11 Any deletion 146 311 -0.40 -1.25 0.34 1484.65 1.00 6068 142 307 4 TRUE 0.48
pancreatic cancer RAS_61 GNA11 Any deletion 135 51 -0.11 -1.15 0.77 1443.55 1.00 1921 132 48 3 TRUE 0.08
colorectal cancer RAS_61 ERG Any deletion 155 106 -0.28 -1.27 0.63 1467.24 1.00 3653 151 102 4 FALSE 0.26
non-small cell lung cancer RAS_61 ERG Any deletion 127 79 -0.90 -2.78 0.36 1473.43 1.00 5736 127 79 0 FALSE 0.59
pancreatic cancer RAS_61 ERG Any deletion 134 51 -0.37 -1.54 0.53 1532.42 1.00 1876 131 48 3 FALSE 0.31
colorectal cancer RAS_61 NKX2-1 Any deletion 165 219 0.17 -0.54 0.75 1286.28 1.00 3701 154 208 11 TRUE 0.21
non-small cell lung cancer RAS_61 NKX2-1 Any deletion 144 54 -1.86 -6.97 0.56 1300.83 1.00 6248 144 54 0 TRUE 0.47
non-small cell lung cancer RAS_61 WT1 Any deletion 144 88 -5.61 -15.46 -0.43 1368.46 1.00 6214 144 88 0 TRUE 0.80
non-small cell lung cancer RAS_61 MET Any deletion 146 62 -0.94 -4.33 0.95 498.30 1.00 6314 145 61 1 TRUE 0.32
colorectal cancer RAS_61 MEN1 Any deletion 165 87 0.75 -0.10 1.50 1467.81 1.00 3831 156 78 9 TRUE 1.16
non-small cell lung cancer RAS_61 MEN1 Any deletion 144 70 -1.07 -3.55 0.51 1588.64 1.00 6232 144 70 0 TRUE 0.50
pancreatic cancer RAS_61 MEN1 Any deletion 135 54 -0.93 -2.75 0.28 1499.45 1.00 1910 134 53 1 TRUE 0.63
non-small cell lung cancer RAS_61 BRAF Any deletion 146 65 -0.82 -3.59 1.00 1103.04 1.00 6311 145 64 1 TRUE 0.32
colorectal cancer RAS_61 B2M Any deletion 148 210 0.02 -0.72 0.67 1465.10 1.00 3386 139 201 9 FALSE 0.02
non-small cell lung cancer RAS_61 B2M Any deletion 142 215 -0.49 -1.56 0.35 1368.86 1.00 5875 139 212 3 FALSE 0.48
melanoma RAS_61 B2M Any deletion 293 70 0.12 -0.44 0.65 1573.08 1.00 1008 276 53 17 FALSE 0.18
colorectal cancer RAS_61 TET2 Any deletion 165 261 0.48 -0.06 0.95 1481.24 1.00 3665 148 244 17 TRUE 1.15
non-small cell lung cancer RAS_61 TET2 Any deletion 144 142 -0.46 -1.85 0.59 1443.60 1.00 6162 142 140 2 TRUE 0.34
melanoma RAS_61 TET2 Any deletion 336 58 -0.06 -0.75 0.59 1579.11 1.00 1188 324 46 12 TRUE 0.07
colorectal cancer RAS_61 PDGFRB Any deletion 165 114 0.68 -0.05 1.36 1393.01 1.00 3807 155 104 10 TRUE 1.17
non-small cell lung cancer RAS_61 PDGFRB Any deletion 144 176 -2.34 -8.13 0.07 1396.40 1.00 6134 144 176 0 TRUE 0.56
non-small cell lung cancer RAS_61 DNMT3A Any deletion 144 53 -5.08 -16.07 0.11 907.29 1.00 6249 144 53 0 TRUE 0.62
colorectal cancer RAS_61 MAX Any deletion 109 110 0.33 -0.57 1.13 1336.60 1.00 2712 103 104 6 FALSE 0.34
colorectal cancer RAS_61 SOX9 Any deletion 163 95 0.92 0.21 1.54 178.01 1.01 3758 154 86 9 FALSE 1.95
colorectal cancer RAS_61 CBL Any deletion 165 99 0.76 0.05 1.43 1506.96 1.00 3821 156 90 9 TRUE 1.51
non-small cell lung cancer RAS_61 CBL Any deletion 144 133 -0.72 -2.46 0.48 1352.60 1.00 6178 143 132 1 TRUE 0.48
melanoma RAS_61 CBL Any deletion 336 109 0.52 0.09 0.91 1417.21 1.00 1163 303 76 33 TRUE 1.82
colorectal cancer RAS_61 JAK2 Any deletion 165 89 0.69 -0.10 1.39 1501.98 1.00 3847 157 81 8 TRUE 1.21
non-small cell lung cancer RAS_61 JAK2 Any deletion 146 355 -0.14 -0.92 0.55 1536.12 1.00 6027 139 348 7 TRUE 0.15
pancreatic cancer RAS_61 JAK2 Any deletion 135 106 -0.24 -1.10 0.50 1342.10 1.00 1868 130 101 5 TRUE 0.26
melanoma RAS_61 JAK2 Any deletion 336 157 0.45 0.08 0.80 1417.66 1.00 1129 291 112 45 TRUE 1.76
colorectal cancer RAS_61 SMAD2 Any deletion 165 776 0.19 -0.20 0.54 1614.18 1.00 3170 128 739 37 TRUE 0.51
non-small cell lung cancer RAS_61 SMAD2 Any deletion 144 363 -0.43 -1.19 0.31 1478.99 1.00 5944 139 358 5 TRUE 0.58
pancreatic cancer RAS_61 SMAD2 Any deletion 135 174 0.04 -0.56 0.59 1508.14 1.00 1801 123 162 12 TRUE 0.05
colorectal cancer RAS_61 FGFR1 Any deletion 165 321 0.20 -0.34 0.68 1532.62 1.00 3623 149 305 16 TRUE 0.36
non-small cell lung cancer RAS_61 FGFR1 Any deletion 146 363 -0.31 -1.09 0.38 1619.29 1.00 6018 140 357 6 TRUE 0.37
pancreatic cancer RAS_61 FGFR1 Any deletion 135 70 -0.13 -1.13 0.65 1355.11 1.00 1903 131 66 4 TRUE 0.11
melanoma RAS_61 FGFR1 Any deletion 336 83 0.33 -0.17 0.82 1369.75 1.00 1181 313 60 23 TRUE 0.72
colorectal cancer RAS_61 MITF Any deletion 165 74 -0.15 -1.26 0.77 1535.75 1.00 3838 162 71 3 FALSE 0.12
non-small cell lung cancer RAS_61 MITF Any deletion 144 311 -0.65 -1.71 0.19 1451.36 1.00 5994 141 308 3 FALSE 0.75
pancreatic cancer RAS_61 MITF Any deletion 135 70 0.23 -0.61 0.98 1610.23 1.00 1900 128 63 7 FALSE 0.25
colorectal cancer RAS_61 SH2B3 Any deletion 160 61 -0.20 -1.40 0.89 1560.27 1.00 3647 157 58 3 FALSE 0.13
non-small cell lung cancer RAS_61 SH2B3 Any deletion 135 103 -0.56 -2.20 0.61 1516.43 1.00 5833 134 102 1 FALSE 0.37
non-small cell lung cancer RAS_61 GLI1 Any deletion 135 55 -5.51 -15.48 -0.07 892.00 1.00 5842 135 55 0 FALSE 0.53
colorectal cancer RAS_61 MGA Any deletion 104 120 -0.52 -1.69 0.52 1131.10 1.01 2494 100 116 4 FALSE 0.44
non-small cell lung cancer RAS_61 MGA Any deletion 83 118 -1.73 -6.18 0.13 1390.44 1.00 3934 83 118 0 FALSE 0.53
colorectal cancer RAS_61 TCF3 Any deletion 143 110 0.23 -0.60 0.94 1639.22 1.00 3280 136 103 7 FALSE 0.25
non-small cell lung cancer RAS_61 TCF3 Any deletion 133 337 -0.35 -1.14 0.34 1622.18 1.00 5388 128 332 5 FALSE 0.45
pancreatic cancer RAS_61 TCF3 Any deletion 130 55 -0.21 -1.20 0.67 1266.95 1.00 1790 127 52 3 FALSE 0.18
colorectal cancer RAS_61 TCF7L2 Any deletion 143 147 -0.58 -1.72 0.33 1302.50 1.00 3240 139 143 4 FALSE 0.58
non-small cell lung cancer RAS_61 TCF7L2 Any deletion 133 177 -2.10 -4.98 -0.36 1419.74 1.00 5543 133 177 0 FALSE 1.03
melanoma RAS_61 TCF7L2 Any deletion 283 93 0.19 -0.30 0.66 1508.03 1.00 937 259 69 24 FALSE 0.35
non-small cell lung cancer RAS_61 POLD1 Any deletion 85 85 -5.29 -15.47 -0.31 1301.74 1.00 4144 85 85 0 TRUE 0.74
non-small cell lung cancer RAS_61 EPHA7 Any deletion 121 174 0.17 -0.76 1.00 1597.67 1.00 4965 116 169 5 FALSE 0.15
melanoma RAS_61 EPHA7 Any deletion 266 69 0.49 -0.06 1.01 1471.02 1.00 931 245 48 21 FALSE 1.19
non-small cell lung cancer KRAS_61 TP53 Any deletion 104 496 -0.29 -1.10 0.39 1420.19 1.00 5927 98 490 6 TRUE 0.34
pancreatic cancer KRAS_61 TP53 Any deletion 125 138 0.26 -0.43 0.87 1458.62 1.00 1852 114 127 11 TRUE 0.37
non-small cell lung cancer KRAS_61 ATR Any deletion 69 54 -4.28 -13.28 0.24 133.33 1.03 4613 69 54 0 FALSE 0.53
non-small cell lung cancer KRAS_61 PDGFRA Any deletion 104 94 -5.58 -15.31 -0.43 1101.91 1.00 6323 104 94 0 TRUE 0.67
non-small cell lung cancer KRAS_61 FBXW7 Any deletion 104 145 -1.34 -4.10 0.51 1481.69 1.00 6273 103 144 1 TRUE 0.57
non-small cell lung cancer KRAS_61 MAP3K1 Any deletion 103 218 -5.82 -14.88 -1.00 1171.76 1.00 6125 103 218 0 FALSE 0.82
non-small cell lung cancer KRAS_61 NSD1 Any deletion 69 69 -5.10 -15.10 0.04 1035.59 1.00 4590 69 69 0 FALSE 0.65
non-small cell lung cancer KRAS_61 FLT4 Any deletion 103 162 -5.92 -16.57 -0.67 835.59 1.00 6181 103 162 0 TRUE 0.70
non-small cell lung cancer KRAS_61 PTPRD Any deletion 82 202 0.10 -1.07 1.00 1340.88 1.00 4851 78 198 4 FALSE 0.07
non-small cell lung cancer KRAS_61 RET Any deletion 104 113 -5.54 -15.01 -0.49 1480.57 1.00 6304 104 113 0 TRUE 0.72
non-small cell lung cancer KRAS_61 KDM5A Any deletion 69 63 -0.42 -3.19 1.36 660.24 1.00 4597 68 62 1 FALSE 0.14
non-small cell lung cancer KRAS_61 TSHR Any deletion 69 54 -7.16 -12.80 0.28 2.54 1.52 4605 69 54 0 TRUE 0.85
non-small cell lung cancer KRAS_61 CREBBP Any deletion 103 67 0.27 -1.30 1.65 640.04 1.01 6286 101 65 2 TRUE 0.16
non-small cell lung cancer KRAS_61 SMARCA4 Any deletion 103 309 -0.33 -1.52 0.55 1219.54 1.00 6046 99 305 4 FALSE 0.27
non-small cell lung cancer KRAS_61 PIK3CA Any deletion 104 111 0.37 -1.08 1.47 986.95 1.00 6309 101 108 3 TRUE 0.25
non-small cell lung cancer KRAS_61 GATA3 Any deletion 103 140 -5.61 -15.31 -0.82 497.28 1.00 6203 103 140 0 FALSE 0.82
non-small cell lung cancer KRAS_61 ESR1 Any deletion 103 249 0.06 -0.91 0.93 1468.58 1.00 6107 98 244 5 TRUE 0.05
pancreatic cancer KRAS_61 ESR1 Any deletion 125 91 -0.32 -1.30 0.54 1431.41 1.00 1892 121 87 4 TRUE 0.31
non-small cell lung cancer KRAS_61 U2AF1 Any deletion 103 97 -1.97 -6.30 0.24 1517.22 1.00 6216 103 97 0 FALSE 0.60
pancreatic cancer KRAS_61 U2AF1 Any deletion 124 58 -0.48 -1.88 0.60 1432.66 1.00 1915 121 55 3 FALSE 0.34
non-small cell lung cancer KRAS_61 PTEN Any deletion 104 227 -1.74 -4.22 0.02 1315.73 1.00 6191 103 226 1 TRUE 0.92
non-small cell lung cancer KRAS_61 CTNNB1 Any deletion 104 323 -0.57 -1.75 0.38 1413.79 1.00 6097 101 320 3 TRUE 0.53
pancreatic cancer KRAS_61 CTNNB1 Any deletion 125 65 0.11 -0.85 0.98 1583.26 1.00 1919 120 60 5 TRUE 0.09
non-small cell lung cancer KRAS_61 ARID1A Any deletion 103 173 -0.55 -1.87 0.59 1494.61 1.00 6180 101 171 2 TRUE 0.39
pancreatic cancer KRAS_61 ARID1A Any deletion 125 102 -0.54 -1.62 0.35 1674.12 1.00 1881 121 98 4 TRUE 0.55
non-small cell lung cancer KRAS_61 PIK3R1 Any deletion 103 241 -5.90 -15.87 -1.13 1336.37 1.00 6110 103 241 0 TRUE 0.70
non-small cell lung cancer KRAS_61 FAT1 Any deletion 69 87 -0.70 -3.47 1.10 1393.71 1.00 4535 68 86 1 FALSE 0.26
non-small cell lung cancer KRAS_61 CIC Any deletion 69 55 -5.04 -15.56 0.30 1353.50 1.00 4604 69 55 0 TRUE 0.59
non-small cell lung cancer KRAS_61 KDM6A Any deletion 103 60 -0.52 -3.33 1.31 381.76 1.01 6284 102 59 1 FALSE 0.17
non-small cell lung cancer KRAS_61 NOTCH2 Any deletion 103 186 -0.64 -2.18 0.56 1455.88 1.00 6167 101 184 2 TRUE 0.44
pancreatic cancer KRAS_61 NOTCH2 Any deletion 125 52 -0.65 -2.14 0.53 1396.91 1.00 1929 123 50 2 TRUE 0.45
non-small cell lung cancer KRAS_61 SMO Any deletion 104 80 -0.78 -3.77 1.07 1367.56 1.00 6338 103 79 1 TRUE 0.28
non-small cell lung cancer KRAS_61 KMT2A Any deletion 103 136 -0.97 -3.08 0.48 1411.02 1.00 6208 102 135 1 FALSE 0.54
pancreatic cancer KRAS_61 KMT2A Any deletion 125 51 -0.74 -2.41 0.60 1503.78 1.00 1924 123 49 2 FALSE 0.49
non-small cell lung cancer KRAS_61 JAK3 Any deletion 104 226 -0.34 -1.73 0.74 1496.07 1.00 6194 101 223 3 TRUE 0.23
non-small cell lung cancer KRAS_61 BRCA2 Any deletion 103 341 -0.44 -1.61 0.47 1161.93 1.00 6014 99 337 4 TRUE 0.37
non-small cell lung cancer KRAS_61 NOTCH3 Any deletion 69 103 -5.63 -16.10 -0.28 1188.51 1.00 4564 69 103 0 TRUE 0.63
non-small cell lung cancer KRAS_61 IGF1R Any deletion 103 156 -1.40 -4.34 0.37 1358.08 1.00 6196 102 155 1 TRUE 0.63
non-small cell lung cancer KRAS_61 KEAP1 Any deletion 92 241 -0.35 -1.80 0.67 763.21 1.01 5612 89 238 3 FALSE 0.24
non-small cell lung cancer KRAS_61 CDKN2A Any deletion 104 952 0.14 -0.35 0.63 1417.31 1.00 5483 86 934 18 TRUE 0.23
pancreatic cancer KRAS_61 CDKN2A Any deletion 125 377 -0.22 -0.73 0.27 1423.29 1.00 1621 106 358 19 TRUE 0.41
non-small cell lung cancer KRAS_61 FANCA Any deletion 103 207 -0.29 -1.76 0.78 840.64 1.00 6147 100 204 3 TRUE 0.18
non-small cell lung cancer KRAS_61 SMAD4 Any deletion 104 402 -0.31 -1.26 0.49 1423.67 1.00 6020 99 397 5 TRUE 0.32
pancreatic cancer KRAS_61 SMAD4 Any deletion 125 252 0.05 -0.49 0.56 1557.85 1.00 1743 109 236 16 TRUE 0.07
non-small cell lung cancer KRAS_61 ATM Any deletion 104 148 -1.02 -2.99 0.36 1473.21 1.00 6270 103 147 1 TRUE 0.62
pancreatic cancer KRAS_61 ATM Any deletion 125 56 -0.80 -2.37 0.43 1448.91 1.00 1925 123 54 2 TRUE 0.57
non-small cell lung cancer KRAS_61 RB1 Any deletion 104 417 -0.69 -1.92 0.27 1412.18 1.00 6004 100 413 4 TRUE 0.66
non-small cell lung cancer KRAS_61 KMT2D Any deletion 103 65 -5.08 -14.89 0.22 1153.97 1.00 6278 103 65 0 FALSE 0.58
non-small cell lung cancer KRAS_61 TSC2 Any deletion 103 80 0.17 -1.71 1.52 1333.21 1.00 6273 101 78 2 TRUE 0.08
non-small cell lung cancer KRAS_61 APC Any deletion 104 245 -6.00 -15.05 -1.22 1033.50 1.01 6164 104 245 0 TRUE 0.93
non-small cell lung cancer KRAS_61 JAK1 Any deletion 69 67 -0.46 -3.36 1.44 1386.32 1.00 4601 68 66 1 TRUE 0.15
non-small cell lung cancer KRAS_61 ARID2 Any deletion 103 95 -5.41 -15.22 -0.32 1237.91 1.00 6248 103 95 0 FALSE 0.63
non-small cell lung cancer KRAS_61 MTOR Any deletion 103 152 -0.34 -1.73 0.77 1386.01 1.00 6201 101 150 2 TRUE 0.22
pancreatic cancer KRAS_61 MTOR Any deletion 125 72 -0.19 -1.24 0.70 1390.67 1.00 1911 121 68 4 TRUE 0.16
non-small cell lung cancer KRAS_61 NOTCH1 Any deletion 104 166 -0.51 -2.29 0.79 1014.97 1.00 6253 102 164 2 TRUE 0.30
non-small cell lung cancer KRAS_61 SETD2 Any deletion 103 351 -0.32 -1.35 0.47 1379.28 1.00 6004 99 347 4 FALSE 0.30
pancreatic cancer KRAS_61 SETD2 Any deletion 125 80 0.46 -0.35 1.17 1519.44 1.00 1907 117 72 8 FALSE 0.60
non-small cell lung cancer KRAS_61 PBRM1 Any deletion 92 308 -0.41 -1.57 0.53 1391.05 1.00 5545 89 305 3 TRUE 0.36
pancreatic cancer KRAS_61 PBRM1 Any deletion 124 77 0.47 -0.37 1.18 1562.94 1.00 1865 116 69 8 TRUE 0.65
non-small cell lung cancer KRAS_61 EPHA3 Any deletion 93 157 -1.28 -4.08 0.38 482.85 1.01 5420 92 156 1 FALSE 0.58
non-small cell lung cancer KRAS_61 KIT Any deletion 104 97 -5.44 -14.62 -0.40 1085.57 1.00 6320 104 97 0 TRUE 0.82
non-small cell lung cancer KRAS_61 KDR Any deletion 104 98 -5.44 -14.86 -0.21 757.83 1.01 6319 104 98 0 TRUE 0.69
non-small cell lung cancer KRAS_61 CSF1R Any deletion 83 73 -5.36 -15.24 -0.21 966.04 1.00 5084 83 73 0 TRUE 0.50
non-small cell lung cancer KRAS_61 PARK2 Any deletion 103 279 -0.33 -1.40 0.58 1433.57 1.00 6034 99 275 4 FALSE 0.28
pancreatic cancer KRAS_61 PARK2 Any deletion 124 96 -0.70 -1.87 0.23 1361.49 1.00 1871 121 93 3 FALSE 0.72
non-small cell lung cancer KRAS_61 NTRK2 Any deletion 103 186 -0.17 -1.62 0.91 1009.27 1.00 6168 100 183 3 FALSE 0.10
non-small cell lung cancer KRAS_61 PTCH1 Any deletion 103 178 -0.13 -1.50 0.93 1210.68 1.00 6176 100 175 3 TRUE 0.08
non-small cell lung cancer KRAS_61 TET1 Any deletion 67 69 -5.13 -16.08 0.16 806.45 1.00 4375 67 69 0 FALSE 0.61
non-small cell lung cancer KRAS_61 DICER1 Any deletion 103 98 -0.94 -3.54 0.91 887.13 1.00 6208 102 97 1 TRUE 0.39
non-small cell lung cancer KRAS_61 NTRK3 Any deletion 103 151 -1.35 -4.23 0.35 1339.95 1.00 6201 102 150 1 FALSE 0.59
non-small cell lung cancer KRAS_61 PALB2 Any deletion 103 57 -5.05 -15.35 0.24 1442.05 1.00 6294 103 57 0 TRUE 0.63
non-small cell lung cancer KRAS_61 STK11 Any deletion 104 344 -0.16 -1.09 0.61 1568.80 1.00 6078 99 339 5 TRUE 0.15
pancreatic cancer KRAS_61 STK11 Any deletion 125 53 0.08 -0.96 1.00 1396.56 1.00 1930 121 49 4 TRUE 0.06
non-small cell lung cancer KRAS_61 BRD4 Any deletion 103 262 -0.51 -1.86 0.51 879.60 1.00 6046 100 259 3 FALSE 0.41
non-small cell lung cancer KRAS_61 EP300 Any deletion 103 143 -1.35 -3.55 0.26 1620.45 1.00 6201 102 142 1 TRUE 0.76
pancreatic cancer KRAS_61 EP300 Any deletion 125 63 -1.59 -3.72 -0.03 1377.74 1.00 1911 124 62 1 TRUE 1.05
non-small cell lung cancer KRAS_61 ERBB4 Any deletion 104 66 -5.24 -15.26 0.03 791.67 1.00 6351 104 66 0 TRUE 0.61
non-small cell lung cancer KRAS_61 ERCC5 Any deletion 101 289 -0.63 -1.92 0.47 1008.09 1.00 5842 98 286 3 TRUE 0.51
non-small cell lung cancer KRAS_61 TSC1 Any deletion 103 149 -0.45 -2.23 0.84 1457.33 1.00 6204 101 147 2 TRUE 0.24
non-small cell lung cancer KRAS_61 NF1 Any deletion 103 61 -4.76 -14.09 0.03 1024.41 1.00 6290 103 61 0 TRUE 0.67
non-small cell lung cancer KRAS_61 FLT1 Any deletion 103 345 -0.48 -1.70 0.46 1547.83 1.00 6002 99 341 4 FALSE 0.43
non-small cell lung cancer KRAS_61 RASA1 Any deletion 67 123 -5.28 -14.24 -0.38 1408.50 1.00 4321 67 123 0 FALSE 0.74
non-small cell lung cancer KRAS_61 EPHA5 Any deletion 93 67 -5.12 -14.39 0.11 1406.71 1.00 5509 93 67 0 FALSE 0.72
non-small cell lung cancer KRAS_61 ROS1 Any deletion 103 259 0.18 -0.83 0.97 1461.42 1.00 6098 97 253 6 TRUE 0.17
pancreatic cancer KRAS_61 ROS1 Any deletion 125 87 -0.85 -2.39 0.23 1403.26 1.00 1894 123 85 2 TRUE 0.72
non-small cell lung cancer KRAS_61 FLT3 Any deletion 104 353 -0.37 -1.58 0.41 28.59 1.08 6068 100 349 4 TRUE 0.32
non-small cell lung cancer KRAS_61 DIS3 Any deletion 103 309 -0.68 -2.01 0.34 1193.94 1.00 6037 100 306 3 FALSE 0.57
non-small cell lung cancer KRAS_61 ARID1B Any deletion 103 275 -0.03 -1.01 0.77 1603.94 1.00 6039 98 270 5 TRUE 0.02
pancreatic cancer KRAS_61 ARID1B Any deletion 124 95 -0.37 -1.48 0.53 1531.18 1.00 1873 120 91 4 TRUE 0.34
non-small cell lung cancer KRAS_61 NKX2-1 Any deletion 103 54 -5.24 -16.09 0.46 973.97 1.00 6289 103 54 0 TRUE 0.46
non-small cell lung cancer KRAS_61 WT1 Any deletion 103 88 -5.43 -14.67 -0.28 799.65 1.00 6255 103 88 0 TRUE 0.80
non-small cell lung cancer KRAS_61 MET Any deletion 104 62 -0.49 -3.42 1.40 1401.75 1.00 6356 103 61 1 TRUE 0.17
non-small cell lung cancer KRAS_61 MEN1 Any deletion 103 70 -2.63 -7.24 0.17 1532.16 1.00 6273 103 70 0 TRUE 0.73
pancreatic cancer KRAS_61 MEN1 Any deletion 125 54 -1.91 -4.72 -0.10 1445.74 1.00 1920 124 53 1 TRUE 0.96
non-small cell lung cancer KRAS_61 BRAF Any deletion 104 65 -0.62 -3.47 1.20 1237.95 1.00 6353 103 64 1 TRUE 0.21
non-small cell lung cancer KRAS_61 TET2 Any deletion 103 142 -1.35 -4.32 0.46 1292.77 1.00 6202 102 141 1 TRUE 0.60
non-small cell lung cancer KRAS_61 PDGFRB Any deletion 103 176 -5.70 -14.96 -0.66 787.08 1.00 6175 103 176 0 TRUE 0.84
non-small cell lung cancer KRAS_61 DNMT3A Any deletion 103 53 -5.16 -15.84 0.22 1387.69 1.00 6290 103 53 0 TRUE 0.63
non-small cell lung cancer KRAS_61 JAK2 Any deletion 104 355 -0.25 -1.15 0.54 1365.31 1.00 6067 99 350 5 TRUE 0.24
pancreatic cancer KRAS_61 JAK2 Any deletion 125 106 -0.31 -1.30 0.49 1492.39 1.00 1878 120 101 5 TRUE 0.31
non-small cell lung cancer KRAS_61 GLI1 Any deletion 97 55 -5.00 -14.93 0.31 987.88 1.00 5880 97 55 0 FALSE 0.60
non-small cell lung cancer KRAS_61 MGA Any deletion 61 118 -5.42 -14.62 -0.34 1092.11 1.00 3956 61 118 0 FALSE 0.64
non-small cell lung cancer KRAS_61 POLD1 Any deletion 63 85 -4.98 -14.07 -0.03 1031.08 1.00 4166 63 85 0 TRUE 0.75
non-small cell lung cancer KRAS_61 EPHA7 Any deletion 87 174 0.51 -0.52 1.34 335.67 1.02 4999 82 169 5 FALSE 0.53
melanoma NRAS_61 TP53 Any deletion 324 88 1.16 0.71 1.65 1431.44 1.00 1203 286 50 38 TRUE 6.01
melanoma NRAS_61 FBXW7 Any deletion 324 61 -0.20 -0.91 0.46 1105.70 1.00 1203 313 50 11 TRUE 0.26
melanoma NRAS_61 PTPRD Any deletion 254 82 0.03 -0.52 0.53 1005.75 1.00 953 237 65 17 FALSE 0.04
melanoma NRAS_61 RET Any deletion 324 101 0.25 -0.25 0.69 1438.74 1.00 1177 299 76 25 TRUE 0.52
melanoma NRAS_61 ESR1 Any deletion 324 136 0.52 0.13 0.90 1478.72 1.00 1155 284 96 40 TRUE 2.07
melanoma NRAS_61 PTEN Any deletion 324 146 -0.01 -0.46 0.38 1261.84 1.00 1137 294 116 30 TRUE 0.02
melanoma NRAS_61 ABL1 Any deletion 324 72 0.61 0.09 1.11 1286.36 1.00 1199 301 49 23 TRUE 1.77
melanoma NRAS_61 KMT2A Any deletion 324 111 0.47 0.00 0.88 856.81 1.00 1166 292 79 32 FALSE 1.45
melanoma NRAS_61 CDKN2A Any deletion 324 468 0.49 0.23 0.74 1405.36 1.00 909 200 344 124 TRUE 3.74
melanoma NRAS_61 FANCA Any deletion 324 84 0.58 0.10 1.05 1147.89 1.00 1192 298 58 26 TRUE 1.78
melanoma NRAS_61 ATM Any deletion 324 103 0.52 0.08 0.94 335.07 1.01 1181 293 72 31 TRUE 1.62
melanoma NRAS_61 NOTCH1 Any deletion 324 59 0.71 0.18 1.23 1334.09 1.00 1214 304 39 20 TRUE 1.98
melanoma NRAS_61 PTCH1 Any deletion 324 77 0.59 0.08 1.06 1286.49 1.00 1198 300 53 24 TRUE 1.78
melanoma NRAS_61 TET1 Any deletion 231 52 0.38 -0.30 1.05 600.08 1.00 875 217 38 14 FALSE 0.57
melanoma NRAS_61 FGFR2 Any deletion 324 101 0.19 -0.30 0.64 1005.72 1.00 1176 300 77 24 TRUE 0.37
melanoma NRAS_61 CDH1 Any deletion 324 64 0.43 -0.11 0.98 840.76 1.00 1202 306 46 18 TRUE 0.91
melanoma NRAS_61 GNAQ Any deletion 324 79 0.62 0.10 1.10 1344.22 1.00 1199 299 54 25 TRUE 1.86
melanoma NRAS_61 TSC1 Any deletion 324 71 0.71 0.20 1.23 1645.07 1.00 1204 300 47 24 TRUE 2.23
melanoma NRAS_61 FLCN Any deletion 318 74 1.01 0.53 1.47 536.81 1.00 1168 288 44 30 TRUE 4.38
melanoma NRAS_61 NF1 Any deletion 324 78 -0.65 -1.36 0.03 765.00 1.01 1183 314 68 10 TRUE 1.21
melanoma NRAS_61 ROS1 Any deletion 324 130 0.62 0.23 1.00 1061.75 1.00 1159 283 89 41 TRUE 2.78
melanoma NRAS_61 MAP2K4 Any deletion 324 77 0.89 0.41 1.40 1196.45 1.00 1202 295 48 29 TRUE 3.33
melanoma NRAS_61 ARID1B Any deletion 318 144 0.54 0.16 0.90 653.21 1.00 1111 275 101 43 TRUE 2.27
melanoma NRAS_61 TET2 Any deletion 324 58 -0.14 -0.86 0.50 1036.22 1.00 1199 313 47 11 TRUE 0.16
melanoma NRAS_61 CBL Any deletion 324 109 0.46 0.02 0.87 1419.08 1.00 1173 293 78 31 TRUE 1.47
melanoma NRAS_61 FGFR1 Any deletion 324 83 0.41 -0.10 0.88 647.46 1.00 1193 301 60 23 TRUE 0.97
melanoma NRAS_61 EPHA7 Any deletion 259 69 0.53 -0.06 1.04 475.49 1.00 938 238 48 21 FALSE 1.20
colorectal cancer RAS_12-61 NKX3-1 Any deletion 1253 405 -0.17 -0.38 0.04 1281.27 1.00 1424 1094 246 159 FALSE 0.97
cancer of unknown primary RAS_12-61 NKX3-1 Any deletion 228 89 0.04 -0.52 0.53 1425.28 1.00 778 208 69 20 FALSE 0.05
non-small cell lung cancer RAS_12-61 NKX3-1 Any deletion 1346 237 -0.21 -0.49 0.07 1336.20 1.00 2989 1285 176 61 FALSE 0.82
pancreatic cancer RAS_12-61 NKX3-1 Any deletion 1342 71 0.35 -0.19 0.95 1480.97 1.00 384 1282 11 60 FALSE 0.64
melanoma RAS_12-61 NKX3-1 Any deletion 312 59 0.33 -0.23 0.86 1361.28 1.00 794 291 38 21 FALSE 0.62
ovarian cancer RAS_12-61 NKX3-1 Any deletion 104 110 -0.89 -1.74 -0.18 1523.25 1.00 742 99 105 5 FALSE 1.60
bladder cancer RAS_12-61 NKX3-1 Any deletion 84 69 -0.31 -1.26 0.46 1650.51 1.00 757 79 64 5 FALSE 0.33
colorectal cancer RAS_12-61 CDKN2B Any deletion 1759 120 -0.15 -0.54 0.20 1445.97 1.00 2245 1711 72 48 TRUE 0.39
cancer of unknown primary RAS_12-61 CDKN2B Any deletion 306 279 0.24 -0.06 0.56 1563.29 1.00 902 236 209 70 TRUE 0.95
non-small cell lung cancer RAS_12-61 CDKN2B Any deletion 1949 923 -0.36 -0.53 -0.20 1203.63 1.00 3804 1727 701 222 TRUE 4.79
pancreatic cancer RAS_12-61 CDKN2B Any deletion 1591 357 0.46 0.19 0.75 1354.24 1.00 449 1298 64 293 TRUE 2.89
melanoma RAS_12-61 CDKN2B Any deletion 423 401 0.52 0.27 0.76 1725.50 1.00 890 283 261 140 TRUE 4.69
uterine cancer RAS_12-61 CDKN2B Any deletion 318 87 -0.56 -1.24 0.02 1478.55 1.00 1447 309 78 9 TRUE 1.06
ovarian cancer RAS_12-61 CDKN2B Any deletion 188 149 0.59 0.17 0.99 1621.60 1.00 1314 160 121 28 TRUE 2.21
hepatobiliary cancer RAS_12-61 CDKN2B Any deletion 135 133 -0.07 -0.63 0.42 1354.67 1.00 824 119 117 16 TRUE 0.10
bladder cancer RAS_12-61 CDKN2B Any deletion 130 350 0.12 -0.25 0.50 1584.89 1.00 915 93 313 37 TRUE 0.28
colorectal cancer KRAS_12-61 NKX3-1 Any deletion 1136 405 -0.23 -0.46 0.00 1384.29 1.00 1520 998 267 138 FALSE 1.36
cancer of unknown primary KRAS_12-61 NKX3-1 Any deletion 206 89 -0.04 -0.58 0.48 1470.81 1.00 797 189 72 17 FALSE 0.05
non-small cell lung cancer KRAS_12-61 NKX3-1 Any deletion 1310 237 -0.21 -0.51 0.08 1530.12 1.00 3024 1250 177 60 FALSE 0.78
pancreatic cancer KRAS_12-61 NKX3-1 Any deletion 1330 71 0.39 -0.18 1.01 1616.59 1.00 396 1270 11 60 FALSE 0.71
ovarian cancer KRAS_12-61 NKX3-1 Any deletion 85 110 -0.74 -1.64 0.02 1397.39 1.00 761 80 105 5 FALSE 1.12
colorectal cancer KRAS_12-61 CDKN2B Any deletion 1590 120 -0.21 -0.58 0.16 1573.10 1.00 2408 1548 78 42 TRUE 0.57
cancer of unknown primary KRAS_12-61 CDKN2B Any deletion 277 279 0.18 -0.15 0.48 1482.56 1.00 922 216 218 61 TRUE 0.56
non-small cell lung cancer KRAS_12-61 CDKN2B Any deletion 1891 923 -0.35 -0.51 -0.19 1631.97 1.00 3857 1674 706 217 TRUE 4.59
pancreatic cancer KRAS_12-61 CDKN2B Any deletion 1578 357 0.44 0.15 0.73 1546.70 1.00 459 1288 67 290 TRUE 2.65
uterine cancer KRAS_12-61 CDKN2B Any deletion 280 87 -0.98 -1.83 -0.22 1474.25 1.00 1481 275 82 5 TRUE 1.73
ovarian cancer KRAS_12-61 CDKN2B Any deletion 160 149 0.51 0.04 0.96 1429.60 1.00 1337 137 126 23 TRUE 1.46
hepatobiliary cancer KRAS_12-61 CDKN2B Any deletion 111 133 -0.10 -0.67 0.46 1397.12 1.00 845 98 120 13 TRUE 0.14
colorectal cancer NRAS_12-61 NKX3-1 Any deletion 119 405 0.44 -0.04 0.91 1498.01 1.00 2423 95 381 24 FALSE 1.16
melanoma NRAS_12-61 NKX3-1 Any deletion 277 59 0.48 -0.08 1.01 1417.65 1.00 828 257 39 20 FALSE 1.07
colorectal cancer NRAS_12-61 CDKN2B Any deletion 172 120 0.11 -0.82 0.82 1359.57 1.00 3790 166 114 6 TRUE 0.10
melanoma NRAS_12-61 CDKN2B Any deletion 378 401 0.48 0.22 0.72 1488.51 1.00 918 255 278 123 TRUE 3.64
colorectal cancer RAS_12 NKX3-1 Any deletion 901 405 -0.21 -0.43 0.01 1531.50 1.00 1727 791 295 110 FALSE 1.10
cancer of unknown primary RAS_12 NKX3-1 Any deletion 174 89 -0.36 -0.97 0.23 1541.55 1.00 823 163 78 11 FALSE 0.61
non-small cell lung cancer RAS_12 NKX3-1 Any deletion 1151 237 -0.20 -0.50 0.11 1224.49 1.00 3176 1098 184 53 FALSE 0.66
pancreatic cancer RAS_12 NKX3-1 Any deletion 1219 71 0.28 -0.24 0.84 1525.28 1.00 502 1164 16 55 FALSE 0.54
ovarian cancer RAS_12 NKX3-1 Any deletion 84 110 -0.72 -1.59 0.05 1646.98 1.00 762 79 105 5 FALSE 1.07
colorectal cancer RAS_12 CDKN2B Any deletion 1263 120 -0.40 -0.83 0.02 1424.33 1.00 2721 1235 92 28 TRUE 1.18
cancer of unknown primary RAS_12 CDKN2B Any deletion 238 279 0.02 -0.33 0.37 1509.29 1.00 948 190 231 48 TRUE 0.03
non-small cell lung cancer RAS_12 CDKN2B Any deletion 1668 923 -0.32 -0.50 -0.15 1468.63 1.00 4056 1475 730 193 TRUE 3.48
pancreatic cancer RAS_12 CDKN2B Any deletion 1440 357 0.45 0.20 0.71 1580.08 1.00 578 1169 86 271 TRUE 3.27
uterine cancer RAS_12 CDKN2B Any deletion 243 87 -0.83 -1.68 -0.10 1520.79 1.00 1518 238 82 5 TRUE 1.42
ovarian cancer RAS_12 CDKN2B Any deletion 149 149 0.33 -0.21 0.83 1547.01 1.00 1344 130 130 19 TRUE 0.71
colorectal cancer KRAS_12 NKX3-1 Any deletion 862 405 -0.21 -0.46 0.02 1419.40 1.00 1761 757 300 105 FALSE 1.12
cancer of unknown primary KRAS_12 NKX3-1 Any deletion 168 89 -0.31 -0.98 0.30 1355.35 1.00 829 157 78 11 FALSE 0.48
non-small cell lung cancer KRAS_12 NKX3-1 Any deletion 1148 237 -0.19 -0.51 0.11 1291.84 1.00 3179 1095 184 53 FALSE 0.64
pancreatic cancer KRAS_12 NKX3-1 Any deletion 1217 71 0.28 -0.23 0.83 1511.92 1.00 504 1162 16 55 FALSE 0.52
ovarian cancer KRAS_12 NKX3-1 Any deletion 83 110 -0.69 -1.53 0.01 1291.04 1.00 763 78 105 5 FALSE 1.02
colorectal cancer KRAS_12 CDKN2B Any deletion 1209 120 -0.39 -0.85 0.02 1511.30 1.00 2774 1182 93 27 TRUE 1.13
cancer of unknown primary KRAS_12 CDKN2B Any deletion 229 279 0.05 -0.30 0.39 1405.76 1.00 956 182 232 47 TRUE 0.11
non-small cell lung cancer KRAS_12 CDKN2B Any deletion 1660 923 -0.32 -0.48 -0.14 1518.58 1.00 4064 1467 730 193 TRUE 3.52
pancreatic cancer KRAS_12 CDKN2B Any deletion 1438 357 0.46 0.19 0.71 1266.94 1.00 580 1167 86 271 TRUE 3.25
uterine cancer KRAS_12 CDKN2B Any deletion 226 87 -0.92 -1.84 -0.14 1361.23 1.00 1534 222 83 4 TRUE 1.47
ovarian cancer KRAS_12 CDKN2B Any deletion 147 149 0.35 -0.14 0.84 1598.71 1.00 1346 128 130 19 TRUE 0.76
colorectal cancer KRAS_12C NKX3-1 Any deletion 89 405 0.01 -0.61 0.57 1343.64 1.00 2442 76 392 13 FALSE 0.01
non-small cell lung cancer KRAS_12C NKX3-1 Any deletion 585 237 -0.08 -0.48 0.31 1476.54 1.00 3718 556 208 29 FALSE 0.15
colorectal cancer KRAS_12C CDKN2B Any deletion 123 120 0.42 -0.51 1.20 1676.80 1.00 3839 117 114 6 TRUE 0.47
non-small cell lung cancer KRAS_12C CDKN2B Any deletion 821 923 -0.18 -0.42 0.02 1454.46 1.00 4812 719 821 102 TRUE 0.99
colorectal cancer RAS_13 NKX3-1 Any deletion 251 405 -0.12 -0.52 0.28 1557.43 1.00 2299 219 373 32 FALSE 0.27
non-small cell lung cancer RAS_13 NKX3-1 Any deletion 109 237 -0.71 -1.97 0.24 1416.27 1.00 4168 106 234 3 FALSE 0.69
colorectal cancer RAS_13 CDKN2B Any deletion 342 120 0.21 -0.40 0.76 1413.91 1.00 3627 329 107 13 TRUE 0.32
non-small cell lung cancer RAS_13 CDKN2B Any deletion 145 923 -0.73 -1.39 -0.15 1563.50 1.00 5397 134 912 11 TRUE 1.68
colorectal cancer KRAS_13 NKX3-1 Any deletion 231 405 -0.44 -0.91 -0.01 1447.93 1.00 2310 208 382 23 FALSE 1.24
non-small cell lung cancer KRAS_13 NKX3-1 Any deletion 101 237 -1.05 -2.49 0.02 1450.15 1.00 4175 99 235 2 FALSE 0.95
colorectal cancer KRAS_13 CDKN2B Any deletion 315 120 0.21 -0.40 0.79 1390.42 1.00 3653 303 108 12 TRUE 0.31
non-small cell lung cancer KRAS_13 CDKN2B Any deletion 134 923 -0.63 -1.27 -0.01 1501.88 1.00 5408 123 912 11 TRUE 1.32
colorectal cancer RAS_61 NKX3-1 Any deletion 109 405 0.30 -0.20 0.77 1515.58 1.00 2429 89 385 20 FALSE 0.65
non-small cell lung cancer RAS_61 NKX3-1 Any deletion 92 237 -0.04 -0.94 0.74 1662.97 1.00 4187 87 232 5 FALSE 0.03
pancreatic cancer RAS_61 NKX3-1 Any deletion 113 71 -0.16 -1.14 0.63 1493.17 1.00 1557 109 67 4 FALSE 0.13
melanoma RAS_61 NKX3-1 Any deletion 242 59 0.21 -0.37 0.77 1451.03 1.00 858 227 44 15 FALSE 0.33
colorectal cancer RAS_61 CDKN2B Any deletion 165 120 0.29 -0.52 1.00 1456.42 1.00 3798 158 113 7 TRUE 0.34
non-small cell lung cancer RAS_61 CDKN2B Any deletion 144 923 -0.11 -0.58 0.35 1156.31 1.00 5406 125 904 19 TRUE 0.19
pancreatic cancer RAS_61 CDKN2B Any deletion 135 357 -0.17 -0.65 0.27 1242.58 1.00 1632 115 337 20 TRUE 0.31
melanoma RAS_61 CDKN2B Any deletion 336 401 0.47 0.20 0.73 1538.33 1.00 947 226 291 110 TRUE 3.17
non-small cell lung cancer KRAS_61 CDKN2B Any deletion 103 923 -0.12 -0.71 0.40 1483.85 1.00 5442 89 909 14 TRUE 0.17
pancreatic cancer KRAS_61 CDKN2B Any deletion 125 357 -0.28 -0.80 0.20 1454.55 1.00 1639 108 340 17 TRUE 0.55
non-small cell lung cancer RAS_12C CDKN2B Any deletion 308 923 -0.33 -0.70 0.04 1375.85 1.00 5257 274 889 34 TRUE 1.05
melanoma NRAS_61 CDKN2B Any deletion 324 401 0.46 0.22 0.73 445.80 1.01 956 217 294 107 TRUE 3.25
colorectal cancer RAS_12-61 AKT1 Any deletion 1767 204 -0.30 -0.59 0.00 1527.04 1.00 2195 1694 131 73 TRUE 1.30
cancer of unknown primary RAS_12-61 AKT1 Any deletion 308 58 -0.33 -1.06 0.30 1468.92 1.00 1062 299 49 9 TRUE 0.49
non-small cell lung cancer RAS_12-61 AKT1 Any deletion 1975 92 0.24 -0.16 0.64 1481.92 1.00 4488 1941 58 34 TRUE 0.64
ovarian cancer RAS_12-61 AKT1 Any deletion 188 64 0.44 -0.18 1.09 1489.04 1.00 1383 176 52 12 TRUE 0.78
colorectal cancer RAS_12-61 ALOX12B Any deletion 1464 294 0.12 -0.12 0.36 1622.14 1.00 1765 1329 159 135 FALSE 0.46
non-small cell lung cancer RAS_12-61 ALOX12B Any deletion 1681 273 -0.39 -0.68 -0.09 1532.14 1.00 3777 1619 211 62 FALSE 2.07
pancreatic cancer RAS_12-61 ALOX12B Any deletion 1396 52 0.60 -0.04 1.31 1497.60 1.00 436 1350 6 46 FALSE 1.04
uterine cancer RAS_12-61 ALOX12B Any deletion 274 74 -0.82 -1.68 -0.11 1489.78 1.00 1265 268 68 6 FALSE 1.43
ovarian cancer RAS_12-61 ALOX12B Any deletion 159 156 -0.59 -1.24 -0.02 1519.67 1.00 1074 148 145 11 FALSE 1.21
bladder cancer RAS_12-61 ALOX12B Any deletion 115 71 -0.24 -1.16 0.53 1639.51 1.00 1012 109 65 6 FALSE 0.24
colorectal cancer RAS_12-61 AURKB Any deletion 1758 585 0.06 -0.11 0.23 1693.70 1.00 1990 1499 326 259 FALSE 0.30
cancer of unknown primary RAS_12-61 AURKB Any deletion 307 124 0.14 -0.27 0.55 1610.31 1.00 1015 277 94 30 FALSE 0.31
non-small cell lung cancer RAS_12-61 AURKB Any deletion 1948 452 -0.15 -0.35 0.05 1433.99 1.00 4169 1825 329 123 FALSE 0.81
pancreatic cancer RAS_12-61 AURKB Any deletion 1586 138 1.01 0.51 1.55 1463.13 1.00 499 1461 13 125 FALSE 3.98
melanoma RAS_12-61 AURKB Any deletion 423 83 0.94 0.51 1.37 1301.03 1.00 1104 382 42 41 FALSE 4.85
uterine cancer RAS_12-61 AURKB Any deletion 318 104 -0.63 -1.26 -0.06 1505.99 1.00 1432 308 94 10 FALSE 1.40
ovarian cancer RAS_12-61 AURKB Any deletion 188 238 -0.43 -0.90 0.01 1350.67 1.00 1216 169 219 19 FALSE 1.19
hepatobiliary cancer RAS_12-61 AURKB Any deletion 135 59 0.28 -0.38 0.88 1464.05 1.00 891 125 49 10 FALSE 0.41
bladder cancer RAS_12-61 AURKB Any deletion 130 114 -0.12 -0.74 0.46 1449.28 1.00 1121 120 104 10 FALSE 0.15
colorectal cancer RAS_12-61 BCL2 Any deletion 1758 792 0.07 -0.09 0.22 1505.12 1.00 1876 1406 440 352 TRUE 0.42
cancer of unknown primary RAS_12-61 BCL2 Any deletion 307 114 -0.17 -0.62 0.28 1411.04 1.00 1017 285 92 22 TRUE 0.32
non-small cell lung cancer RAS_12-61 BCL2 Any deletion 1948 373 -0.43 -0.67 -0.19 1553.81 1.00 4208 1865 290 83 TRUE 3.28
pancreatic cancer RAS_12-61 BCL2 Any deletion 1586 176 0.46 0.08 0.86 1448.39 1.00 482 1440 30 146 TRUE 1.71
uterine cancer RAS_12-61 BCL2 Any deletion 318 66 -0.10 -0.73 0.50 1372.65 1.00 1471 307 55 11 TRUE 0.12
ovarian cancer RAS_12-61 BCL2 Any deletion 188 185 -0.43 -0.97 0.06 1536.27 1.00 1265 173 170 15 TRUE 0.96
bladder cancer RAS_12-61 BCL2 Any deletion 130 76 0.14 -0.65 0.81 1399.40 1.00 1158 121 67 9 TRUE 0.15
colorectal cancer RAS_12-61 BMPR1A Any deletion 1737 188 0.10 -0.19 0.38 1562.79 1.00 2191 1649 100 88 TRUE 0.33
cancer of unknown primary RAS_12-61 BMPR1A Any deletion 306 67 -0.70 -1.39 -0.07 1633.79 1.00 1042 298 59 8 TRUE 1.46
non-small cell lung cancer RAS_12-61 BMPR1A Any deletion 1938 181 -0.94 -1.34 -0.55 1492.54 1.00 4319 1912 155 26 TRUE 5.17
melanoma RAS_12-61 BMPR1A Any deletion 416 111 0.15 -0.26 0.54 1395.22 1.00 1038 381 76 35 TRUE 0.33
uterine cancer RAS_12-61 BMPR1A Any deletion 317 54 -1.14 -2.03 -0.34 1461.94 1.00 1457 315 52 2 TRUE 1.99
ovarian cancer RAS_12-61 BMPR1A Any deletion 184 71 -0.77 -1.61 -0.03 1516.85 1.00 1340 180 67 4 TRUE 1.23
bladder cancer RAS_12-61 BMPR1A Any deletion 130 78 -0.54 -1.33 0.19 1360.34 1.00 1150 125 73 5 TRUE 0.80
colorectal cancer RAS_12-61 CD274 Any deletion 1728 88 -0.45 -0.90 -0.02 1479.11 1.00 2220 1699 59 29 FALSE 1.32
cancer of unknown primary RAS_12-61 CD274 Any deletion 308 111 0.07 -0.39 0.50 1564.44 1.00 1017 282 85 26 FALSE 0.12
non-small cell lung cancer RAS_12-61 CD274 Any deletion 1938 341 -0.31 -0.56 -0.08 1305.76 1.00 4212 1855 258 83 FALSE 1.90
pancreatic cancer RAS_12-61 CD274 Any deletion 1580 103 0.22 -0.23 0.69 1416.24 1.00 487 1498 21 82 FALSE 0.46
melanoma RAS_12-61 CD274 Any deletion 416 158 0.45 0.11 0.77 1522.05 1.00 1014 359 101 57 FALSE 2.11
uterine cancer RAS_12-61 CD274 Any deletion 317 65 -0.52 -1.26 0.18 1322.39 1.00 1458 310 58 7 FALSE 0.81
ovarian cancer RAS_12-61 CD274 Any deletion 184 121 0.04 -0.52 0.58 1512.74 1.00 1300 169 106 15 FALSE 0.05
bladder cancer RAS_12-61 CD274 Any deletion 130 120 -0.01 -0.65 0.53 1450.61 1.00 1115 118 108 12 FALSE 0.01
colorectal cancer RAS_12-61 CD79B Any deletion 1758 108 0.56 0.18 0.95 1459.44 1.00 2270 1696 46 62 FALSE 2.39
ovarian cancer RAS_12-61 CD79B Any deletion 188 87 -0.13 -0.84 0.57 1485.33 1.00 1357 179 78 9 FALSE 0.15
colorectal cancer RAS_12-61 CDKN1B Any deletion 1759 76 -0.51 -0.98 -0.04 1573.65 1.00 2264 1736 53 23 TRUE 1.51
non-small cell lung cancer RAS_12-61 CDKN1B Any deletion 1949 184 0.00 -0.32 0.31 1475.87 1.00 4378 1892 127 57 TRUE 0.01
colorectal cancer RAS_12-61 CDKN2C Any deletion 1758 177 0.22 -0.10 0.51 1429.75 1.00 2224 1673 92 85 TRUE 0.80
cancer of unknown primary RAS_12-61 CDKN2C Any deletion 306 53 -0.04 -0.71 0.63 1405.81 1.00 1067 295 42 11 TRUE 0.04
non-small cell lung cancer RAS_12-61 CDKN2C Any deletion 1948 140 0.40 0.07 0.73 1560.37 1.00 4413 1893 85 55 TRUE 1.60
pancreatic cancer RAS_12-61 CDKN2C Any deletion 1586 66 -0.87 -1.37 -0.39 1609.94 1.00 482 1550 30 36 TRUE 3.30
ovarian cancer RAS_12-61 CDKN2C Any deletion 188 55 1.73 1.18 2.27 1334.23 1.00 1404 164 31 24 TRUE 9.03
colorectal cancer RAS_12-61 CHEK1 Any deletion 1422 53 0.15 -0.37 0.65 1521.28 1.00 1815 1396 27 26 FALSE 0.25
cancer of unknown primary RAS_12-61 CHEK1 Any deletion 240 63 -0.44 -1.17 0.19 1405.06 1.00 842 232 55 8 FALSE 0.71
non-small cell lung cancer RAS_12-61 CHEK1 Any deletion 1397 66 0.05 -0.44 0.51 1417.44 1.00 3294 1376 45 21 FALSE 0.08
melanoma RAS_12-61 CHEK1 Any deletion 361 59 0.39 -0.13 0.91 1404.73 1.00 965 340 38 21 FALSE 0.86
colorectal cancer RAS_12-61 CHEK2 Any deletion 1759 214 0.42 0.14 0.69 1465.90 1.00 2218 1644 99 115 TRUE 2.58
cancer of unknown primary RAS_12-61 CHEK2 Any deletion 307 70 -0.33 -0.92 0.24 1386.73 1.00 1053 295 58 12 TRUE 0.56
non-small cell lung cancer RAS_12-61 CHEK2 Any deletion 1949 135 -0.10 -0.46 0.26 1705.76 1.00 4409 1910 96 39 TRUE 0.24
pancreatic cancer RAS_12-61 CHEK2 Any deletion 1591 64 -0.56 -1.04 -0.04 1226.09 1.00 490 1550 23 41 TRUE 1.53
uterine cancer RAS_12-61 CHEK2 Any deletion 318 81 -0.91 -1.76 -0.23 1537.05 1.00 1450 312 75 6 TRUE 1.77
ovarian cancer RAS_12-61 CHEK2 Any deletion 188 175 -0.71 -1.34 -0.19 1449.91 1.00 1271 177 164 11 TRUE 1.80
colorectal cancer RAS_12-61 CRKL Any deletion 1758 203 0.36 0.09 0.63 1601.96 1.00 2219 1652 97 106 FALSE 1.98
cancer of unknown primary RAS_12-61 CRKL Any deletion 307 62 -0.41 -1.12 0.22 1536.99 1.00 1057 297 52 10 FALSE 0.66
non-small cell lung cancer RAS_12-61 CRKL Any deletion 1948 104 -0.07 -0.48 0.33 1513.34 1.00 4425 1917 73 31 FALSE 0.13
pancreatic cancer RAS_12-61 CRKL Any deletion 1586 55 -0.69 -1.20 -0.20 1660.67 1.00 490 1553 22 33 FALSE 2.12
uterine cancer RAS_12-61 CRKL Any deletion 318 70 -0.76 -1.57 -0.04 1460.29 1.00 1462 312 64 6 FALSE 1.31
ovarian cancer RAS_12-61 CRKL Any deletion 188 144 -0.41 -1.01 0.15 1425.64 1.00 1303 176 132 12 FALSE 0.77
colorectal cancer RAS_12-61 CSF3R Any deletion 1440 180 0.08 -0.21 0.36 1421.33 1.00 1822 1360 100 80 FALSE 0.23
non-small cell lung cancer RAS_12-61 CSF3R Any deletion 1666 108 0.65 0.27 1.03 1335.76 1.00 3625 1616 58 50 FALSE 2.97
pancreatic cancer RAS_12-61 CSF3R Any deletion 1494 62 -1.04 -1.56 -0.55 1528.78 1.00 410 1461 29 33 FALSE 4.23
ovarian cancer RAS_12-61 CSF3R Any deletion 136 52 1.79 1.20 2.39 1490.58 1.00 1049 114 30 22 FALSE 8.50
colorectal cancer RAS_12-61 ETV6 Any deletion 1758 63 -0.64 -1.21 -0.15 1542.33 1.00 2270 1741 46 17 FALSE 1.76
non-small cell lung cancer RAS_12-61 ETV6 Any deletion 1948 153 -0.09 -0.43 0.28 1114.97 1.00 4390 1903 108 45 FALSE 0.21
colorectal cancer RAS_12-61 FAM46C Any deletion 1758 162 0.04 -0.28 0.36 1408.72 1.00 2226 1686 90 72 FALSE 0.10
non-small cell lung cancer RAS_12-61 FAM46C Any deletion 1948 182 0.08 -0.26 0.38 1473.77 1.00 4375 1889 123 59 FALSE 0.20
pancreatic cancer RAS_12-61 FAM46C Any deletion 1586 61 -0.91 -1.39 -0.41 1404.29 1.00 484 1553 28 33 FALSE 3.39
colorectal cancer RAS_12-61 FOXA1 Any deletion 1253 120 -0.36 -0.74 0.01 1126.74 1.00 1592 1211 78 42 FALSE 1.20
colorectal cancer RAS_12-61 GREM1 Any deletion 1391 105 -0.36 -0.75 0.05 1521.00 1.00 1736 1354 68 37 FALSE 1.12
non-small cell lung cancer RAS_12-61 GREM1 Any deletion 1386 108 -0.19 -0.60 0.21 1553.21 1.00 3225 1357 79 29 FALSE 0.44
ovarian cancer RAS_12-61 GREM1 Any deletion 113 63 -0.64 -1.60 0.14 1400.50 1.00 841 109 59 4 FALSE 0.83
colorectal cancer RAS_12-61 H3F3B Any deletion 1168 54 0.27 -0.27 0.80 1316.52 1.00 1519 1141 27 27 TRUE 0.48
colorectal cancer RAS_12-61 ID3 Any deletion 1505 277 0.08 -0.16 0.32 1506.30 1.00 1867 1382 154 123 FALSE 0.30
cancer of unknown primary RAS_12-61 ID3 Any deletion 287 88 -0.01 -0.56 0.47 1604.63 1.00 957 268 69 19 FALSE 0.02
non-small cell lung cancer RAS_12-61 ID3 Any deletion 1814 166 0.25 -0.06 0.54 1603.61 1.00 3934 1753 105 61 FALSE 0.90
pancreatic cancer RAS_12-61 ID3 Any deletion 1515 90 -0.41 -0.85 0.01 1577.52 1.00 429 1454 29 61 FALSE 1.21
uterine cancer RAS_12-61 ID3 Any deletion 299 62 -0.34 -1.03 0.30 1597.33 1.00 1331 291 54 8 FALSE 0.49
ovarian cancer RAS_12-61 ID3 Any deletion 163 141 0.83 0.41 1.25 1488.66 1.00 1162 132 110 31 FALSE 3.90
hepatobiliary cancer RAS_12-61 ID3 Any deletion 115 71 0.48 -0.13 1.05 1501.65 1.00 719 101 57 14 FALSE 0.96
colorectal cancer RAS_12-61 IDH2 Any deletion 1767 164 -0.19 -0.51 0.12 1416.79 1.00 2226 1703 100 64 TRUE 0.66
non-small cell lung cancer RAS_12-61 IDH2 Any deletion 1975 148 -0.41 -0.80 -0.05 1338.58 1.00 4432 1941 114 34 TRUE 1.55
uterine cancer RAS_12-61 IDH2 Any deletion 318 59 -0.58 -1.31 0.06 1511.68 1.00 1472 312 53 6 TRUE 1.04
ovarian cancer RAS_12-61 IDH2 Any deletion 188 81 -0.52 -1.35 0.15 1591.80 1.00 1360 182 75 6 TRUE 0.79
colorectal cancer RAS_12-61 KRAS Any deletion 1767 56 -0.51 -1.00 -0.02 1570.30 1.00 2288 1749 38 18 TRUE 1.33
non-small cell lung cancer RAS_12-61 KRAS Any deletion 1975 98 -0.54 -1.01 -0.09 1499.97 1.00 4468 1955 78 20 TRUE 1.63
colorectal cancer RAS_12-61 MAPK1 Any deletion 1591 210 0.48 0.19 0.76 1450.41 1.00 2050 1477 96 114 FALSE 3.14
cancer of unknown primary RAS_12-61 MAPK1 Any deletion 295 65 -0.24 -0.91 0.35 1471.53 1.00 1012 283 53 12 FALSE 0.35
non-small cell lung cancer RAS_12-61 MAPK1 Any deletion 1899 110 -0.06 -0.46 0.33 1367.25 1.00 4261 1866 77 33 FALSE 0.11
pancreatic cancer RAS_12-61 MAPK1 Any deletion 1535 58 -0.63 -1.14 -0.12 1441.11 1.00 459 1499 22 36 FALSE 1.82
uterine cancer RAS_12-61 MAPK1 Any deletion 312 69 -0.59 -1.36 0.09 1306.99 1.00 1429 305 62 7 FALSE 0.96
ovarian cancer RAS_12-61 MAPK1 Any deletion 175 153 -0.45 -1.05 0.10 1544.27 1.00 1212 163 141 12 FALSE 0.90
colorectal cancer RAS_12-61 MEF2B Any deletion 1758 57 -0.26 -0.80 0.24 1348.98 1.01 2280 1737 36 21 FALSE 0.49
non-small cell lung cancer RAS_12-61 MEF2B Any deletion 1948 247 0.21 -0.05 0.48 1494.56 1.00 4337 1862 161 86 FALSE 0.93
colorectal cancer RAS_12-61 MPL Any deletion 1766 152 0.10 -0.22 0.40 1619.28 1.00 2242 1697 83 69 TRUE 0.27
non-small cell lung cancer RAS_12-61 MPL Any deletion 1974 113 0.44 0.06 0.83 1652.60 1.00 4472 1928 67 46 TRUE 1.58
pancreatic cancer RAS_12-61 MPL Any deletion 1586 57 -0.97 -1.53 -0.42 1486.55 1.00 485 1556 27 30 TRUE 3.30
ovarian cancer RAS_12-61 MPL Any deletion 188 54 1.88 1.33 2.42 1681.15 1.00 1406 163 29 25 TRUE 10.43
colorectal cancer RAS_12-61 MUTYH Any deletion 1758 158 0.13 -0.20 0.46 1471.31 1.00 2231 1685 85 73 TRUE 0.38
non-small cell lung cancer RAS_12-61 MUTYH Any deletion 1948 121 0.41 0.04 0.78 1523.02 1.00 4425 1900 73 48 TRUE 1.63
pancreatic cancer RAS_12-61 MUTYH Any deletion 1586 60 -0.94 -1.46 -0.44 1533.45 1.00 484 1554 28 32 TRUE 3.38
ovarian cancer RAS_12-61 MUTYH Any deletion 188 56 1.82 1.23 2.34 1475.15 1.00 1404 163 31 25 TRUE 9.45
colorectal cancer RAS_12-61 MYD88 Any deletion 1759 81 0.18 -0.24 0.62 1448.20 1.00 2276 1719 41 40 TRUE 0.39
cancer of unknown primary RAS_12-61 MYD88 Any deletion 307 116 -0.26 -0.76 0.22 1255.32 1.00 1016 286 95 21 TRUE 0.54
non-small cell lung cancer RAS_12-61 MYD88 Any deletion 1949 323 -0.31 -0.57 -0.06 1558.69 1.00 4261 1870 244 79 TRUE 1.75
pancreatic cancer RAS_12-61 MYD88 Any deletion 1591 67 -0.67 -1.17 -0.14 1239.37 1.00 487 1550 26 41 TRUE 2.10
ovarian cancer RAS_12-61 MYD88 Any deletion 188 75 -1.05 -2.17 -0.18 1564.18 1.00 1363 185 72 3 TRUE 1.43
colorectal cancer RAS_12-61 NEGR1 Any deletion 1202 88 0.11 -0.31 0.54 1286.25 1.00 1535 1163 49 39 FALSE 0.22
non-small cell lung cancer RAS_12-61 NEGR1 Any deletion 1416 70 0.64 0.17 1.09 1461.06 1.00 3200 1383 37 33 FALSE 2.15
colorectal cancer RAS_12-61 NF2 Any deletion 1759 218 0.41 0.14 0.67 1429.37 1.00 2215 1643 102 116 TRUE 2.57
cancer of unknown primary RAS_12-61 NF2 Any deletion 308 68 -0.36 -1.02 0.24 1331.38 1.00 1054 297 57 11 TRUE 0.59
non-small cell lung cancer RAS_12-61 NF2 Any deletion 1949 142 -0.05 -0.42 0.29 1437.87 1.00 4405 1907 100 42 TRUE 0.11
pancreatic cancer RAS_12-61 NF2 Any deletion 1591 64 -0.53 -1.00 -0.03 1616.71 1.00 490 1550 23 41 TRUE 1.48
uterine cancer RAS_12-61 NF2 Any deletion 318 79 -0.84 -1.65 -0.16 1479.49 1.00 1454 312 73 6 TRUE 1.57
ovarian cancer RAS_12-61 NF2 Any deletion 188 179 -0.62 -1.20 -0.11 1586.80 1.00 1268 176 167 12 TRUE 1.54
thyroid cancer RAS_12-61 NF2 Any deletion 169 52 1.08 0.50 1.64 1394.58 1.00 650 146 29 23 TRUE 3.61
colorectal cancer RAS_12-61 NFKBIA Any deletion 1673 207 -0.36 -0.65 -0.07 1487.26 1.00 2057 1601 135 72 FALSE 1.78
cancer of unknown primary RAS_12-61 NFKBIA Any deletion 299 52 -0.39 -1.14 0.28 1302.18 1.00 1028 291 44 8 FALSE 0.55
ovarian cancer RAS_12-61 NFKBIA Any deletion 176 60 0.62 -0.05 1.21 1454.86 1.00 1307 163 47 13 FALSE 1.27
colorectal cancer RAS_12-61 NPM1 Any deletion 1766 127 -0.65 -1.04 -0.30 1546.37 1.00 2235 1729 90 37 FALSE 3.25
cancer of unknown primary RAS_12-61 NPM1 Any deletion 308 53 -0.58 -1.27 0.10 1570.06 1.00 1064 300 45 8 FALSE 1.01
non-small cell lung cancer RAS_12-61 NPM1 Any deletion 1974 140 -0.92 -1.37 -0.50 1155.48 1.00 4420 1953 119 21 FALSE 4.41
ovarian cancer RAS_12-61 NPM1 Any deletion 188 78 -1.03 -1.95 -0.26 1463.84 1.00 1360 185 75 3 FALSE 1.85
bladder cancer RAS_12-61 NPM1 Any deletion 130 87 -0.40 -1.15 0.25 1480.82 1.00 1145 123 80 7 FALSE 0.57
colorectal cancer RAS_12-61 NRAS Any deletion 1767 190 0.09 -0.20 0.37 1506.46 1.00 2222 1681 104 86 TRUE 0.28
cancer of unknown primary RAS_12-61 NRAS Any deletion 308 62 0.44 -0.09 0.96 1495.06 1.00 1068 289 43 19 TRUE 0.98
non-small cell lung cancer RAS_12-61 NRAS Any deletion 1975 209 0.16 -0.12 0.43 1289.45 1.00 4408 1904 138 71 TRUE 0.60
pancreatic cancer RAS_12-61 NRAS Any deletion 1591 64 -0.80 -1.26 -0.31 1529.39 1.00 485 1555 28 36 TRUE 2.91
ovarian cancer RAS_12-61 NRAS Any deletion 188 55 1.24 0.66 1.81 1483.83 1.00 1398 170 37 18 TRUE 4.64
colorectal cancer RAS_12-61 PHOX2B Any deletion 1590 236 -0.01 -0.26 0.25 1511.32 1.00 2010 1489 135 101 TRUE 0.02
cancer of unknown primary RAS_12-61 PHOX2B Any deletion 294 70 -0.54 -1.21 0.07 1517.94 1.00 1001 284 60 10 TRUE 1.02
non-small cell lung cancer RAS_12-61 PHOX2B Any deletion 1898 121 -0.84 -1.32 -0.40 1529.45 1.00 4229 1879 102 19 TRUE 3.38
ovarian cancer RAS_12-61 PHOX2B Any deletion 175 124 -0.46 -1.09 0.15 1344.87 1.00 1239 165 114 10 TRUE 0.83
colorectal cancer RAS_12-61 PPM1D Any deletion 1168 51 0.48 -0.10 1.01 1351.22 1.00 1523 1140 23 28 FALSE 1.10
colorectal cancer RAS_12-61 PRDM1 Any deletion 1758 71 0.24 -0.20 0.66 1411.86 1.00 2281 1722 35 36 FALSE 0.54
cancer of unknown primary RAS_12-61 PRDM1 Any deletion 307 69 -0.16 -0.76 0.38 1568.82 1.00 1053 294 56 13 FALSE 0.24
non-small cell lung cancer RAS_12-61 PRDM1 Any deletion 1948 282 0.16 -0.07 0.40 1566.55 1.00 4311 1853 187 95 FALSE 0.72
pancreatic cancer RAS_12-61 PRDM1 Any deletion 1586 88 -0.06 -0.51 0.42 1389.59 1.00 489 1521 23 65 FALSE 0.10
melanoma RAS_12-61 PRDM1 Any deletion 423 141 0.43 0.05 0.78 1589.54 1.00 1053 373 91 50 FALSE 1.71
ovarian cancer RAS_12-61 PRDM1 Any deletion 188 130 -0.07 -0.60 0.43 1314.68 1.00 1319 174 116 14 FALSE 0.11
hepatobiliary cancer RAS_12-61 PRDM1 Any deletion 135 52 0.64 -0.01 1.26 1387.56 1.00 900 123 40 12 FALSE 1.27
bladder cancer RAS_12-61 PRDM1 Any deletion 130 59 0.04 -0.77 0.76 1540.45 1.00 1172 124 53 6 FALSE 0.03
colorectal cancer RAS_12-61 PRKAR1A Any deletion 1758 100 0.71 0.30 1.11 1489.51 1.00 2277 1697 39 61 TRUE 3.14
ovarian cancer RAS_12-61 PRKAR1A Any deletion 188 72 -0.18 -1.01 0.55 1542.53 1.00 1370 181 65 7 TRUE 0.19
colorectal cancer RAS_12-61 RAD51C Any deletion 1422 53 0.37 -0.20 0.92 1405.40 1.00 1817 1394 25 28 TRUE 0.71
colorectal cancer RAS_12-61 RAD51 Any deletion 1422 116 -0.29 -0.65 0.06 1607.92 1.00 1769 1379 73 43 FALSE 0.87
non-small cell lung cancer RAS_12-61 RAD51 Any deletion 1397 118 -0.03 -0.43 0.34 1613.37 1.00 3256 1362 83 35 FALSE 0.06
ovarian cancer RAS_12-61 RAD51 Any deletion 117 65 -0.61 -1.57 0.19 1606.62 1.00 868 113 61 4 FALSE 0.74
colorectal cancer RAS_12-61 RAF1 Any deletion 1759 83 0.19 -0.24 0.60 1445.10 1.00 2275 1718 42 41 TRUE 0.43
cancer of unknown primary RAS_12-61 RAF1 Any deletion 308 107 -0.36 -0.89 0.13 1600.06 1.00 1022 290 89 18 TRUE 0.79
non-small cell lung cancer RAS_12-61 RAF1 Any deletion 1949 302 -0.38 -0.65 -0.11 1243.79 1.00 4273 1879 232 70 TRUE 2.39
pancreatic cancer RAS_12-61 RAF1 Any deletion 1591 56 -0.82 -1.34 -0.31 1412.48 1.00 489 1559 24 32 TRUE 2.81
ovarian cancer RAS_12-61 RAF1 Any deletion 188 66 -1.20 -2.45 -0.24 1514.84 1.00 1371 186 64 2 TRUE 1.48
colorectal cancer RAS_12-61 RARA Any deletion 1758 92 0.71 0.30 1.11 1520.36 1.00 2281 1701 35 57 FALSE 3.14
uterine cancer RAS_12-61 RARA Any deletion 318 59 -0.86 -1.81 -0.03 1459.27 1.00 1472 313 54 5 FALSE 1.24
ovarian cancer RAS_12-61 RARA Any deletion 188 174 -1.50 -2.44 -0.69 1363.10 1.00 1266 183 169 5 FALSE 3.12
colorectal cancer RAS_12-61 RHOA Any deletion 1254 53 0.31 -0.19 0.83 1395.42 1.00 1646 1226 25 28 FALSE 0.65
cancer of unknown primary RAS_12-61 RHOA Any deletion 229 87 -0.36 -0.95 0.18 1480.27 1.00 778 215 73 14 FALSE 0.67
non-small cell lung cancer RAS_12-61 RHOA Any deletion 1347 140 -0.11 -0.49 0.24 1205.14 1.01 3071 1308 101 39 FALSE 0.26
pancreatic cancer RAS_12-61 RHOA Any deletion 1347 51 -0.48 -1.05 0.06 1534.13 1.00 379 1313 17 34 FALSE 1.03
colorectal cancer RAS_12-61 RUNX1 Any deletion 1758 112 -0.44 -0.84 -0.08 1442.24 1.00 2240 1722 76 36 TRUE 1.59
non-small cell lung cancer RAS_12-61 RUNX1 Any deletion 1948 99 -0.11 -0.54 0.28 1516.25 1.00 4428 1919 70 29 TRUE 0.22
colorectal cancer RAS_12-61 SDHAF2 Any deletion 1590 75 0.38 -0.07 0.82 1397.69 1.00 2110 1550 35 40 TRUE 1.02
non-small cell lung cancer RAS_12-61 SDHAF2 Any deletion 1898 56 -0.71 -1.46 -0.05 1527.76 1.00 4284 1889 47 9 TRUE 1.37
colorectal cancer RAS_12-61 SDHB Any deletion 1728 266 0.12 -0.12 0.37 1273.77 1.00 2135 1606 144 122 FALSE 0.48
cancer of unknown primary RAS_12-61 SDHB Any deletion 306 79 -0.08 -0.63 0.45 1559.85 1.00 1039 290 63 16 FALSE 0.11
non-small cell lung cancer RAS_12-61 SDHB Any deletion 1938 148 0.40 0.09 0.73 1487.12 1.00 4381 1879 89 59 FALSE 1.88
pancreatic cancer RAS_12-61 SDHB Any deletion 1580 80 -0.51 -0.98 -0.05 1388.92 1.00 479 1529 29 51 FALSE 1.59
uterine cancer RAS_12-61 SDHB Any deletion 317 64 -0.22 -0.90 0.42 1433.28 1.00 1459 308 55 9 FALSE 0.29
ovarian cancer RAS_12-61 SDHB Any deletion 184 117 1.00 0.54 1.44 1672.18 1.00 1319 154 87 30 FALSE 4.94
hepatobiliary cancer RAS_12-61 SDHB Any deletion 133 69 0.54 -0.08 1.11 1368.93 1.00 872 119 55 14 FALSE 1.10
colorectal cancer RAS_12-61 SDHD Any deletion 1728 113 0.30 -0.08 0.68 1566.66 1.00 2225 1669 54 59 FALSE 0.98
cancer of unknown primary RAS_12-61 SDHD Any deletion 306 100 -0.54 -1.10 -0.02 1500.75 1.00 1015 293 87 13 FALSE 1.28
non-small cell lung cancer RAS_12-61 SDHD Any deletion 1938 145 -0.32 -0.69 0.04 1451.47 1.00 4360 1903 110 35 FALSE 1.05
melanoma RAS_12-61 SDHD Any deletion 416 105 0.52 0.12 0.90 1416.40 1.00 1050 375 64 41 FALSE 2.05
uterine cancer RAS_12-61 SDHD Any deletion 317 71 -0.51 -1.21 0.11 1519.53 1.00 1450 310 64 7 FALSE 0.92
ovarian cancer RAS_12-61 SDHD Any deletion 184 84 -0.04 -0.67 0.53 1365.94 1.00 1332 174 74 10 FALSE 0.04
bladder cancer RAS_12-61 SDHD Any deletion 130 65 -0.25 -1.03 0.41 1263.48 1.00 1163 125 60 5 FALSE 0.30
colorectal cancer RAS_12-61 SMARCB1 Any deletion 1767 217 0.43 0.16 0.72 1499.28 1.00 2226 1650 100 117 TRUE 2.73
cancer of unknown primary RAS_12-61 SMARCB1 Any deletion 308 78 -0.36 -0.97 0.21 1507.15 1.00 1046 295 65 13 TRUE 0.63
non-small cell lung cancer RAS_12-61 SMARCB1 Any deletion 1975 118 0.00 -0.38 0.36 1565.83 1.00 4465 1938 81 37 TRUE 0.01
pancreatic cancer RAS_12-61 SMARCB1 Any deletion 1591 63 -0.61 -1.09 -0.12 1415.13 1.00 489 1552 24 39 TRUE 1.83
uterine cancer RAS_12-61 SMARCB1 Any deletion 318 77 -0.73 -1.49 -0.04 1511.75 1.00 1457 311 70 7 TRUE 1.35
ovarian cancer RAS_12-61 SMARCB1 Any deletion 188 165 -0.56 -1.16 0.00 1663.70 1.00 1282 176 153 12 TRUE 1.24
colorectal cancer RAS_12-61 SRSF2 Any deletion 1505 88 0.46 0.05 0.88 1496.87 1.00 1981 1457 40 48 FALSE 1.49
ovarian cancer RAS_12-61 SRSF2 Any deletion 163 72 -0.76 -1.87 0.14 1337.42 1.00 1204 159 68 4 FALSE 0.89
colorectal cancer RAS_12-61 STAT3 Any deletion 1644 88 0.83 0.40 1.28 1552.99 1.00 2125 1587 31 57 FALSE 3.69
uterine cancer RAS_12-61 STAT3 Any deletion 304 67 -0.64 -1.46 0.09 1534.07 1.00 1350 297 60 7 FALSE 0.98
ovarian cancer RAS_12-61 STAT3 Any deletion 172 160 -1.24 -2.10 -0.52 1594.31 1.00 1171 166 154 6 FALSE 2.74
colorectal cancer RAS_12-61 SUFU Any deletion 1758 169 0.09 -0.21 0.40 1545.53 1.00 2226 1679 90 79 TRUE 0.25
cancer of unknown primary RAS_12-61 SUFU Any deletion 306 74 -0.77 -1.43 -0.17 1549.95 1.00 1043 298 66 8 TRUE 1.80
non-small cell lung cancer RAS_12-61 SUFU Any deletion 1948 187 -0.85 -1.25 -0.48 1384.34 1.00 4340 1919 158 29 TRUE 4.94
melanoma RAS_12-61 SUFU Any deletion 423 105 0.09 -0.33 0.49 1455.67 1.00 1073 391 73 32 TRUE 0.18
uterine cancer RAS_12-61 SUFU Any deletion 318 57 -0.84 -1.58 -0.15 1413.07 1.00 1471 314 53 4 TRUE 1.59
ovarian cancer RAS_12-61 SUFU Any deletion 188 80 -0.67 -1.42 0.01 1633.36 1.00 1360 183 75 5 TRUE 1.20
bladder cancer RAS_12-61 SUFU Any deletion 130 91 -0.62 -1.38 0.07 1459.73 1.00 1139 125 86 5 TRUE 1.05
colorectal cancer RAS_12-61 SUZ12 Any deletion 1590 91 0.82 0.38 1.27 1403.89 1.00 2112 1532 33 58 FALSE 3.57
uterine cancer RAS_12-61 SUZ12 Any deletion 312 58 -0.66 -1.54 0.12 1614.21 1.00 1438 306 52 6 FALSE 0.95
ovarian cancer RAS_12-61 SUZ12 Any deletion 175 176 -1.50 -2.47 -0.75 1430.00 1.00 1182 170 171 5 FALSE 3.29
colorectal cancer RAS_12-61 TMPRSS2 Any deletion 1693 113 -0.31 -0.72 0.08 1461.80 1.00 2145 1652 72 41 FALSE 0.95
non-small cell lung cancer RAS_12-61 TMPRSS2 Any deletion 1800 82 -0.15 -0.63 0.33 1343.19 1.00 4083 1777 59 23 FALSE 0.27
pancreatic cancer RAS_12-61 TMPRSS2 Any deletion 1565 61 -0.26 -0.78 0.25 1703.01 1.00 475 1522 18 43 FALSE 0.48
ovarian cancer RAS_12-61 TMPRSS2 Any deletion 161 56 -0.33 -1.20 0.45 1513.17 1.00 1191 156 51 5 FALSE 0.36
colorectal cancer RAS_12-61 VHL Any deletion 1766 85 0.14 -0.25 0.54 1485.38 1.00 2281 1725 44 41 TRUE 0.32
cancer of unknown primary RAS_12-61 VHL Any deletion 308 107 -0.43 -0.96 0.09 1394.11 1.00 1019 291 90 17 TRUE 0.96
non-small cell lung cancer RAS_12-61 VHL Any deletion 1974 307 -0.32 -0.59 -0.06 1696.26 1.00 4307 1899 232 75 TRUE 1.75
pancreatic cancer RAS_12-61 VHL Any deletion 1586 53 -0.78 -1.27 -0.26 1379.74 1.00 490 1555 22 31 TRUE 2.55
ovarian cancer RAS_12-61 VHL Any deletion 188 66 -1.22 -2.40 -0.22 1729.95 1.00 1371 186 64 2 TRUE 1.61
colorectal cancer RAS_12-61 YAP1 Any deletion 1253 52 0.41 -0.12 0.96 1348.10 1.00 1647 1224 23 29 FALSE 0.89
cancer of unknown primary RAS_12-61 YAP1 Any deletion 228 58 -0.45 -1.23 0.20 1355.32 1.00 797 220 50 8 FALSE 0.67
non-small cell lung cancer RAS_12-61 YAP1 Any deletion 1346 53 -0.28 -0.94 0.27 1508.40 1.00 3125 1333 40 13 FALSE 0.45
colorectal cancer RAS_12-61 CTNNA1 Any deletion 462 92 -0.93 -1.42 -0.48 1484.99 1.00 494 439 69 23 FALSE 4.21
non-small cell lung cancer RAS_12-61 CTNNA1 Any deletion 317 86 -0.65 -1.13 -0.17 1428.41 1.00 610 298 67 19 FALSE 2.05
colorectal cancer RAS_12-61 ETV4 Any deletion 799 80 0.62 0.19 1.07 1410.20 1.00 1006 751 32 48 FALSE 2.10
uterine cancer RAS_12-61 ETV4 Any deletion 144 52 -1.31 -2.47 -0.39 1459.24 1.00 594 141 49 3 FALSE 1.82
ovarian cancer RAS_12-61 ETV4 Any deletion 113 124 -1.49 -2.53 -0.62 1469.87 1.00 684 109 120 4 FALSE 2.65
colorectal cancer RAS_12-61 EWSR1 Any deletion 799 214 0.40 0.10 0.68 1463.77 1.00 937 686 101 113 TRUE 2.22
cancer of unknown primary RAS_12-61 EWSR1 Any deletion 134 63 -0.28 -0.90 0.30 1422.34 1.00 462 123 52 11 TRUE 0.42
non-small cell lung cancer RAS_12-61 EWSR1 Any deletion 869 136 -0.08 -0.45 0.26 1172.04 1.00 1749 827 94 42 TRUE 0.18
pancreatic cancer RAS_12-61 EWSR1 Any deletion 434 61 -0.19 -0.70 0.33 1331.16 1.00 166 394 21 40 TRUE 0.32
uterine cancer RAS_12-61 EWSR1 Any deletion 144 78 -0.93 -1.70 -0.24 1518.10 1.00 571 138 72 6 TRUE 1.95
ovarian cancer RAS_12-61 EWSR1 Any deletion 113 168 -0.66 -1.25 -0.12 1619.15 1.00 648 101 156 12 TRUE 1.70
colorectal cancer RAS_12-61 FANCD2 Any deletion 800 88 0.16 -0.25 0.56 1477.43 1.00 994 757 45 43 TRUE 0.35
cancer of unknown primary RAS_12-61 FANCD2 Any deletion 133 102 -0.25 -0.78 0.24 1493.48 1.00 432 115 84 18 TRUE 0.45
non-small cell lung cancer RAS_12-61 FANCD2 Any deletion 870 300 -0.45 -0.72 -0.19 1492.92 1.00 1622 798 228 72 TRUE 2.95
pancreatic cancer RAS_12-61 FANCD2 Any deletion 438 54 -0.41 -0.98 0.12 1519.49 1.00 167 405 21 33 TRUE 0.83
ovarian cancer RAS_12-61 FANCD2 Any deletion 113 66 -1.20 -2.33 -0.30 1517.06 1.00 740 111 64 2 TRUE 1.72
colorectal cancer RAS_12-61 FANCI Any deletion 463 84 -0.28 -0.72 0.14 1472.97 1.00 512 431 52 32 TRUE 0.67
non-small cell lung cancer RAS_12-61 FANCI Any deletion 318 62 -0.21 -0.73 0.31 1329.57 1.00 640 300 44 18 TRUE 0.36
colorectal cancer RAS_12-61 FANCM Any deletion 462 107 -0.49 -0.91 -0.06 1247.95 1.00 493 425 70 37 TRUE 1.59
colorectal cancer RAS_12-61 KAT6A Any deletion 462 89 -0.36 -0.78 0.06 1437.38 1.00 508 428 55 34 FALSE 1.04
non-small cell lung cancer RAS_12-61 KAT6A Any deletion 317 112 -0.52 -0.98 -0.12 1379.76 1.00 590 292 87 25 FALSE 1.80
colorectal cancer RAS_12-61 MYCL Any deletion 1759 163 0.03 -0.29 0.36 1611.47 1.00 2225 1688 92 71 FALSE 0.07
non-small cell lung cancer RAS_12-61 MYCL Any deletion 1949 111 0.60 0.23 0.99 1409.01 1.00 4443 1900 62 49 FALSE 2.80
pancreatic cancer RAS_12-61 MYCL Any deletion 1591 59 -1.04 -1.55 -0.52 1536.28 1.00 484 1561 29 30 FALSE 4.21
ovarian cancer RAS_12-61 MYCL Any deletion 188 53 1.86 1.31 2.44 1646.37 1.00 1406 164 29 24 FALSE 9.81
colorectal cancer RAS_12-61 RPA1 Any deletion 462 292 -0.08 -0.36 0.17 1459.88 1.00 397 336 166 126 FALSE 0.27
cancer of unknown primary RAS_12-61 RPA1 Any deletion 68 76 0.46 -0.10 1.03 1496.73 1.00 243 49 57 19 FALSE 0.96
non-small cell lung cancer RAS_12-61 RPA1 Any deletion 317 164 0.14 -0.20 0.48 1558.74 1.00 569 261 108 56 FALSE 0.38
pancreatic cancer RAS_12-61 RPA1 Any deletion 246 85 1.55 0.85 2.29 1642.18 1.00 95 168 7 78 FALSE 4.62
colorectal cancer RAS_12-61 XRCC3 Any deletion 462 104 -0.40 -0.84 0.01 1445.61 1.00 497 424 66 38 FALSE 1.19
colorectal cancer RAS_12-61 FAS Any deletion 769 196 0.15 -0.12 0.43 1379.04 1.00 899 675 102 94 FALSE 0.52
cancer of unknown primary RAS_12-61 FAS Any deletion 133 70 -0.81 -1.50 -0.19 1494.16 1.00 444 126 63 7 FALSE 1.82
non-small cell lung cancer RAS_12-61 FAS Any deletion 859 178 -0.94 -1.33 -0.56 1480.57 1.00 1665 831 150 28 FALSE 5.60
melanoma RAS_12-61 FAS Any deletion 176 108 0.07 -0.36 0.51 1589.33 1.00 358 142 74 34 FALSE 0.13
uterine cancer RAS_12-61 FAS Any deletion 143 53 -0.88 -1.65 -0.21 1542.53 1.00 582 139 49 4 FALSE 1.75
ovarian cancer RAS_12-61 FAS Any deletion 109 78 -0.73 -1.46 -0.05 1546.17 1.00 702 104 73 5 FALSE 1.32
bladder cancer RAS_12-61 FAS Any deletion 61 81 -0.62 -1.39 0.07 1473.04 1.00 474 56 76 5 FALSE 0.99
colorectal cancer RAS_12-61 GATA4 Any deletion 769 602 -0.28 -0.48 -0.09 1428.53 1.00 632 536 369 233 FALSE 2.27
cancer of unknown primary RAS_12-61 GATA4 Any deletion 133 117 -0.01 -0.49 0.46 1359.18 1.00 413 108 92 25 FALSE 0.01
non-small cell lung cancer RAS_12-61 GATA4 Any deletion 859 481 -0.30 -0.51 -0.10 1311.06 1.00 1464 729 351 130 FALSE 2.20
pancreatic cancer RAS_12-61 GATA4 Any deletion 428 84 0.50 0.01 1.03 1391.03 1.00 167 360 16 68 FALSE 1.29
melanoma RAS_12-61 GATA4 Any deletion 176 85 0.14 -0.35 0.62 1478.94 1.00 375 148 57 28 FALSE 0.25
uterine cancer RAS_12-61 GATA4 Any deletion 143 95 -0.90 -1.59 -0.31 1506.82 1.00 539 135 87 8 FALSE 2.25
ovarian cancer RAS_12-61 GATA4 Any deletion 109 238 -1.10 -1.68 -0.58 1458.82 1.00 549 97 226 12 FALSE 4.07
bladder cancer RAS_12-61 GATA4 Any deletion 61 139 -0.27 -0.88 0.33 1418.42 1.00 423 49 127 12 FALSE 0.43
colorectal cancer RAS_12-61 GATA6 Any deletion 769 521 -0.02 -0.21 0.18 1425.19 1.00 704 545 297 224 FALSE 0.08
cancer of unknown primary RAS_12-61 GATA6 Any deletion 133 56 -0.88 -1.81 -0.16 1576.42 1.00 454 128 51 5 FALSE 1.51
non-small cell lung cancer RAS_12-61 GATA6 Any deletion 859 216 -0.50 -0.81 -0.18 1466.02 1.00 1649 809 166 50 FALSE 2.75
ovarian cancer RAS_12-61 GATA6 Any deletion 109 88 0.09 -0.51 0.70 1561.54 1.00 700 96 75 13 FALSE 0.12
colorectal cancer RAS_12-61 PDCD1LG2 Any deletion 1261 82 -0.45 -0.89 -0.01 1354.29 1.00 1586 1234 55 27 FALSE 1.34
cancer of unknown primary RAS_12-61 PDCD1LG2 Any deletion 263 114 0.15 -0.32 0.58 1377.69 1.00 871 235 86 28 FALSE 0.29
non-small cell lung cancer RAS_12-61 PDCD1LG2 Any deletion 1417 329 -0.35 -0.60 -0.10 1270.34 1.00 2910 1337 249 80 FALSE 2.24
pancreatic cancer RAS_12-61 PDCD1LG2 Any deletion 1121 99 0.22 -0.24 0.70 1483.75 1.00 337 1042 20 79 FALSE 0.43
melanoma RAS_12-61 PDCD1LG2 Any deletion 316 151 0.36 0.00 0.71 1413.56 1.00 690 262 97 54 FALSE 1.36
uterine cancer RAS_12-61 PDCD1LG2 Any deletion 263 63 -0.52 -1.26 0.12 1673.58 1.00 1139 256 56 7 FALSE 0.83
ovarian cancer RAS_12-61 PDCD1LG2 Any deletion 154 115 0.03 -0.51 0.55 1454.69 1.00 1089 140 101 14 FALSE 0.04
bladder cancer RAS_12-61 PDCD1LG2 Any deletion 89 113 -0.04 -0.69 0.59 1449.46 1.00 736 78 102 11 FALSE 0.05
colorectal cancer RAS_12-61 PPARG Any deletion 1197 69 0.15 -0.31 0.62 1618.84 1.00 1508 1163 35 34 FALSE 0.28
cancer of unknown primary RAS_12-61 PPARG Any deletion 254 104 -0.42 -1.00 0.09 1287.10 1.00 820 237 87 17 FALSE 0.91
non-small cell lung cancer RAS_12-61 PPARG Any deletion 1270 251 -0.38 -0.68 -0.11 1470.52 1.00 2619 1210 191 60 FALSE 2.09
pancreatic cancer RAS_12-61 PPARG Any deletion 1105 51 -0.88 -1.41 -0.30 1385.76 1.00 317 1076 22 29 FALSE 2.79
ovarian cancer RAS_12-61 PPARG Any deletion 127 61 -0.65 -1.71 0.22 1453.01 1.00 940 123 57 4 FALSE 0.74
colorectal cancer RAS_12-61 QKI Any deletion 704 67 0.10 -0.35 0.54 1474.63 1.00 867 672 35 32 FALSE 0.17
cancer of unknown primary RAS_12-61 QKI Any deletion 125 71 -0.61 -1.30 0.01 1618.22 1.00 393 116 62 9 FALSE 1.17
non-small cell lung cancer RAS_12-61 QKI Any deletion 711 217 0.07 -0.23 0.38 1446.06 1.00 1317 636 142 75 FALSE 0.19
pancreatic cancer RAS_12-61 QKI Any deletion 407 85 0.26 -0.23 0.79 1445.25 1.00 143 343 21 64 FALSE 0.49
melanoma RAS_12-61 QKI Any deletion 160 117 0.34 -0.12 0.75 1282.15 1.00 333 120 77 40 FALSE 0.94
ovarian cancer RAS_12-61 QKI Any deletion 82 136 -0.35 -0.90 0.22 1405.74 1.00 459 69 123 13 FALSE 0.66
colorectal cancer RAS_12-61 TP53BP1 Any deletion 924 110 -0.31 -0.69 0.07 1482.95 1.00 1097 883 69 41 FALSE 0.94
non-small cell lung cancer RAS_12-61 TP53BP1 Any deletion 865 113 0.00 -0.38 0.40 1313.34 1.00 1915 830 78 35 FALSE 0.00
ovarian cancer RAS_12-61 TP53BP1 Any deletion 83 66 -0.61 -1.54 0.21 1493.93 1.00 622 79 62 4 FALSE 0.77
colorectal cancer RAS_12-61 ZNRF3 Any deletion 497 103 0.55 0.16 0.96 1256.22 1.00 581 438 44 59 FALSE 2.24
non-small cell lung cancer RAS_12-61 ZNRF3 Any deletion 455 56 0.08 -0.48 0.61 1472.28 1.00 968 436 37 19 FALSE 0.12
ovarian cancer RAS_12-61 ZNRF3 Any deletion 65 57 -0.75 -1.79 0.15 1467.06 1.00 408 62 54 3 FALSE 0.87
colorectal cancer RAS_12-61 BCL2L12 Any deletion 631 56 -0.25 -0.78 0.29 1442.49 1.00 832 610 35 21 FALSE 0.45
non-small cell lung cancer RAS_12-61 BCL2L12 Any deletion 819 160 -0.47 -0.84 -0.12 1569.24 1.00 1554 781 122 38 FALSE 2.02
ovarian cancer RAS_12-61 BCL2L12 Any deletion 100 85 -0.14 -0.86 0.50 1484.68 1.00 647 90 75 10 FALSE 0.16
colorectal cancer RAS_12-61 BUB1B Any deletion 631 212 -0.24 -0.55 0.04 1456.64 1.00 735 551 132 80 TRUE 1.00
cancer of unknown primary RAS_12-61 BUB1B Any deletion 121 58 -0.71 -1.39 -0.05 1315.50 1.00 415 114 51 7 TRUE 1.40
non-small cell lung cancer RAS_12-61 BUB1B Any deletion 819 227 -0.38 -0.68 -0.09 1333.81 1.00 1509 759 167 60 TRUE 1.82
uterine cancer RAS_12-61 BUB1B Any deletion 138 76 -0.82 -1.47 -0.23 1416.21 1.00 533 131 69 7 TRUE 1.94
ovarian cancer RAS_12-61 BUB1B Any deletion 100 120 -1.03 -1.80 -0.39 1426.91 1.00 607 95 115 5 TRUE 2.42
colorectal cancer RAS_12-61 CD58 Any deletion 337 68 0.22 -0.23 0.66 1204.81 1.00 438 306 37 31 FALSE 0.46
non-small cell lung cancer RAS_12-61 CD58 Any deletion 552 90 0.10 -0.33 0.52 1386.27 1.00 1107 521 59 31 FALSE 0.20
colorectal cancer RAS_12-61 CIITA Any deletion 631 65 -0.01 -0.51 0.47 1366.88 1.00 830 603 37 28 FALSE 0.01
non-small cell lung cancer RAS_12-61 CIITA Any deletion 819 61 -0.69 -1.28 -0.13 1532.29 1.00 1627 807 49 12 FALSE 1.60
ovarian cancer RAS_12-61 CIITA Any deletion 100 85 -0.36 -1.15 0.35 1343.92 1.00 645 92 77 8 FALSE 0.46
colorectal cancer RAS_12-61 GSTM5 Any deletion 337 94 0.10 -0.32 0.52 1490.20 1.00 421 297 54 40 FALSE 0.19
non-small cell lung cancer RAS_12-61 GSTM5 Any deletion 552 108 0.18 -0.20 0.56 1660.09 1.00 1098 512 68 40 FALSE 0.46
colorectal cancer RAS_12-61 KDM6B Any deletion 337 306 0.30 0.04 0.57 1603.56 1.00 310 196 165 141 FALSE 1.52
non-small cell lung cancer RAS_12-61 KDM6B Any deletion 552 291 -0.51 -0.80 -0.23 1665.45 1.00 943 484 223 68 FALSE 3.21
pancreatic cancer RAS_12-61 KDM6B Any deletion 187 57 1.35 0.66 2.21 1374.09 1.00 80 135 5 52 FALSE 3.21
uterine cancer RAS_12-61 KDM6B Any deletion 94 76 -0.81 -1.52 -0.14 1559.27 1.00 342 87 69 7 FALSE 1.60
ovarian cancer RAS_12-61 KDM6B Any deletion 71 148 -0.77 -1.42 -0.20 1499.99 1.00 368 61 138 10 FALSE 1.79
colorectal cancer RAS_12-61 PRAME Any deletion 337 118 0.49 0.12 0.88 1421.65 1.00 419 275 56 62 FALSE 1.97
non-small cell lung cancer RAS_12-61 PRAME Any deletion 552 60 -0.15 -0.70 0.35 1459.51 1.00 1124 534 42 18 FALSE 0.23
uterine cancer RAS_12-61 PRAME Any deletion 94 52 -0.38 -1.18 0.33 1420.65 1.00 366 87 45 7 FALSE 0.49
ovarian cancer RAS_12-61 PRAME Any deletion 71 103 -0.40 -1.10 0.21 1595.54 1.00 412 62 94 9 FALSE 0.62
colorectal cancer RAS_12-61 PRF1 Any deletion 631 116 -0.12 -0.51 0.24 1469.49 1.00 798 584 69 47 FALSE 0.29
cancer of unknown primary RAS_12-61 PRF1 Any deletion 121 51 -0.69 -1.48 0.01 1461.53 1.00 421 115 45 6 FALSE 1.18
non-small cell lung cancer RAS_12-61 PRF1 Any deletion 819 142 -0.93 -1.37 -0.54 1317.85 1.00 1557 796 119 23 FALSE 4.75
melanoma RAS_12-61 PRF1 Any deletion 134 97 -0.10 -0.58 0.38 1505.30 1.00 230 105 68 29 FALSE 0.16
bladder cancer RAS_12-61 PRF1 Any deletion 56 71 -0.54 -1.36 0.21 1654.45 1.00 414 51 66 5 FALSE 0.73
colorectal cancer RAS_12-61 PRKCZ Any deletion 337 101 -0.08 -0.51 0.35 1525.94 1.00 413 298 62 39 FALSE 0.14
non-small cell lung cancer RAS_12-61 PRKCZ Any deletion 552 95 0.30 -0.11 0.71 1326.36 1.00 1108 515 58 37 FALSE 0.84
ovarian cancer RAS_12-61 PRKCZ Any deletion 71 62 1.03 0.39 1.61 1382.22 1.00 461 54 45 17 FALSE 2.93
colorectal cancer RAS_12-61 PRPF8 Any deletion 337 259 0.27 -0.01 0.56 1473.80 1.00 336 217 139 120 FALSE 1.17
non-small cell lung cancer RAS_12-61 PRPF8 Any deletion 552 260 -0.44 -0.72 -0.16 1388.00 1.00 970 488 196 64 FALSE 2.51
uterine cancer RAS_12-61 PRPF8 Any deletion 94 65 -0.96 -1.77 -0.24 1454.69 1.00 351 89 60 5 FALSE 1.88
ovarian cancer RAS_12-61 PRPF8 Any deletion 71 134 -1.00 -1.74 -0.37 1718.01 1.00 379 64 127 7 FALSE 2.41
colorectal cancer RAS_12-61 RPL26 Any deletion 337 270 0.28 -0.01 0.57 1561.85 1.00 330 212 145 125 FALSE 1.20
non-small cell lung cancer RAS_12-61 RPL26 Any deletion 552 251 -0.50 -0.82 -0.20 1422.79 1.00 974 493 192 59 FALSE 2.77
uterine cancer RAS_12-61 RPL26 Any deletion 94 61 -0.88 -1.69 -0.16 1448.35 1.00 355 89 56 5 FALSE 1.61
ovarian cancer RAS_12-61 RPL26 Any deletion 71 135 -0.78 -1.43 -0.20 1440.61 1.00 380 62 126 9 FALSE 1.79
colorectal cancer RAS_12-61 SETBP1 Any deletion 687 732 0.17 -0.02 0.36 1507.76 1.00 518 358 403 329 FALSE 1.10
cancer of unknown primary RAS_12-61 SETBP1 Any deletion 123 111 0.00 -0.47 0.47 1672.34 1.00 387 100 88 23 FALSE 0.01
non-small cell lung cancer RAS_12-61 SETBP1 Any deletion 836 348 -0.54 -0.80 -0.28 1533.13 1.00 1471 757 269 79 FALSE 4.32
pancreatic cancer RAS_12-61 SETBP1 Any deletion 385 157 0.83 0.43 1.28 1521.19 1.00 133 256 28 129 FALSE 3.86
uterine cancer RAS_12-61 SETBP1 Any deletion 140 52 -0.28 -1.01 0.38 1624.05 1.00 564 132 44 8 FALSE 0.36
ovarian cancer RAS_12-61 SETBP1 Any deletion 104 151 -0.32 -0.86 0.23 1483.17 1.00 590 89 136 15 FALSE 0.63
bladder cancer RAS_12-61 SETBP1 Any deletion 56 68 -0.37 -1.27 0.40 1359.22 1.00 431 51 63 5 FALSE 0.44
colorectal cancer RAS_12-61 SMC3 Any deletion 631 148 0.22 -0.13 0.56 1642.34 1.00 791 559 76 72 FALSE 0.72
cancer of unknown primary RAS_12-61 SMC3 Any deletion 121 72 -0.63 -1.32 -0.06 1426.42 1.00 405 112 63 9 FALSE 1.25
non-small cell lung cancer RAS_12-61 SMC3 Any deletion 819 181 -1.04 -1.44 -0.64 1406.49 1.00 1522 792 154 27 FALSE 6.22
melanoma RAS_12-61 SMC3 Any deletion 134 93 -0.02 -0.50 0.46 1594.26 1.00 234 105 64 29 FALSE 0.03
ovarian cancer RAS_12-61 SMC3 Any deletion 100 63 -0.72 -1.60 0.04 1457.49 1.00 663 96 59 4 FALSE 1.11
bladder cancer RAS_12-61 SMC3 Any deletion 56 88 -0.70 -1.49 0.03 1293.06 1.00 397 51 83 5 FALSE 1.13
colorectal cancer RAS_12-61 WRN Any deletion 631 585 -0.34 -0.56 -0.13 1378.38 1.00 498 415 369 216 TRUE 2.87
cancer of unknown primary RAS_12-61 WRN Any deletion 121 117 0.22 -0.24 0.69 1422.65 1.00 378 92 88 29 TRUE 0.45
non-small cell lung cancer RAS_12-61 WRN Any deletion 819 510 -0.34 -0.56 -0.13 1530.02 1.00 1304 681 372 138 TRUE 2.76
pancreatic cancer RAS_12-61 WRN Any deletion 378 107 0.91 0.44 1.44 1135.21 1.00 140 286 15 92 TRUE 3.35
melanoma RAS_12-61 WRN Any deletion 134 84 0.22 -0.28 0.68 1435.85 1.00 244 104 54 30 TRUE 0.42
uterine cancer RAS_12-61 WRN Any deletion 138 102 -0.96 -1.62 -0.34 1438.57 1.00 508 130 94 8 TRUE 2.38
ovarian cancer RAS_12-61 WRN Any deletion 100 232 -1.15 -1.74 -0.61 1295.60 1.00 501 89 221 11 TRUE 4.03
bladder cancer RAS_12-61 WRN Any deletion 56 137 -0.20 -0.83 0.41 1307.51 1.00 356 43 124 13 TRUE 0.29
colorectal cancer RAS_12-61 XPC Any deletion 631 83 0.22 -0.20 0.65 1455.77 1.00 825 590 42 41 TRUE 0.51
cancer of unknown primary RAS_12-61 XPC Any deletion 121 106 -0.32 -0.88 0.20 1430.02 1.00 378 103 88 18 TRUE 0.65
non-small cell lung cancer RAS_12-61 XPC Any deletion 819 304 -0.53 -0.82 -0.27 1527.27 1.00 1443 748 233 71 TRUE 3.66
pancreatic cancer RAS_12-61 XPC Any deletion 377 56 -0.54 -1.08 0.00 1401.90 1.00 132 344 23 33 TRUE 1.31
ovarian cancer RAS_12-61 XPC Any deletion 100 68 -1.25 -2.35 -0.33 1422.18 1.00 656 98 66 2 TRUE 1.70
colorectal cancer RAS_12-61 DEPDC5 Any deletion 272 92 0.41 -0.03 0.85 1413.30 1.00 331 225 45 47 FALSE 1.18
non-small cell lung cancer RAS_12-61 DEPDC5 Any deletion 404 74 -0.09 -0.59 0.36 1571.57 1.00 759 381 51 23 FALSE 0.15
colorectal cancer RAS_12-61 SS18 Any deletion 566 625 0.19 -0.04 0.40 1515.06 1.00 423 286 345 280 FALSE 1.09
cancer of unknown primary RAS_12-61 SS18 Any deletion 114 81 -0.05 -0.60 0.49 1384.23 1.00 352 97 64 17 FALSE 0.07
non-small cell lung cancer RAS_12-61 SS18 Any deletion 671 236 -0.56 -0.89 -0.26 1368.00 1.00 1139 616 181 55 FALSE 3.25
pancreatic cancer RAS_12-61 SS18 Any deletion 356 110 0.63 0.16 1.15 1428.85 1.00 116 266 20 90 FALSE 1.86
ovarian cancer RAS_12-61 SS18 Any deletion 73 82 0.05 -0.62 0.70 1750.88 1.00 458 62 71 11 FALSE 0.06
colorectal cancer RAS_12-61 BCL11B Any deletion 294 106 -0.40 -0.84 0.04 1363.75 1.00 323 257 69 37 FALSE 1.15
colorectal cancer RAS_12-61 COL7A1 Any deletion 294 54 0.28 -0.26 0.81 1579.28 1.00 366 266 26 28 FALSE 0.52
cancer of unknown primary RAS_12-61 COL7A1 Any deletion 55 84 -0.13 -0.72 0.49 1523.56 1.00 182 41 70 14 FALSE 0.17
non-small cell lung cancer RAS_12-61 COL7A1 Any deletion 267 137 -0.26 -0.68 0.10 1358.31 1.00 413 227 97 40 FALSE 0.74
colorectal cancer RAS_12-61 DMC1 Any deletion 294 114 0.50 0.11 0.88 1536.09 1.00 338 234 54 60 FALSE 1.97
non-small cell lung cancer RAS_12-61 DMC1 Any deletion 267 54 0.27 -0.24 0.80 1351.81 1.00 478 245 32 22 FALSE 0.52
colorectal cancer RAS_12-61 ERCC6 Any deletion 294 58 -0.55 -1.15 0.00 819.73 1.00 354 274 38 20 FALSE 1.25
non-small cell lung cancer RAS_12-61 ERCC6 Any deletion 267 57 -1.03 -1.72 -0.42 1219.89 1.00 461 259 49 8 FALSE 2.75
colorectal cancer RAS_12-61 FAH Any deletion 294 97 -0.16 -0.58 0.24 1586.09 1.00 333 256 59 38 FALSE 0.37
non-small cell lung cancer RAS_12-61 FAH Any deletion 267 68 -0.27 -0.77 0.20 1469.57 1.00 462 247 48 20 FALSE 0.59
colorectal cancer RAS_12-61 FAN1 Any deletion 294 111 -0.28 -0.65 0.11 1475.86 1.00 322 253 70 41 FALSE 0.88
non-small cell lung cancer RAS_12-61 FAN1 Any deletion 267 113 -0.33 -0.73 0.06 1454.24 1.00 429 235 81 32 FALSE 1.03
colorectal cancer RAS_12-61 HABP2 Any deletion 294 74 0.03 -0.46 0.55 1437.85 1.00 352 260 40 34 FALSE 0.04
non-small cell lung cancer RAS_12-61 HABP2 Any deletion 267 71 -1.08 -1.81 -0.45 1493.24 1.00 449 257 61 10 FALSE 2.58
colorectal cancer RAS_12-61 HELQ Any deletion 294 132 0.06 -0.31 0.42 1522.03 1.00 319 235 73 59 FALSE 0.13
cancer of unknown primary RAS_12-61 HELQ Any deletion 55 52 -0.44 -1.17 0.23 1564.02 1.00 207 48 45 7 FALSE 0.65
non-small cell lung cancer RAS_12-61 HELQ Any deletion 267 61 -0.74 -1.35 -0.16 1569.86 1.00 461 255 49 12 FALSE 1.83
colorectal cancer RAS_12-61 ITK Any deletion 294 91 -0.74 -1.22 -0.28 1326.95 1.00 326 269 66 25 FALSE 2.86
non-small cell lung cancer RAS_12-61 ITK Any deletion 267 76 -0.70 -1.22 -0.23 901.63 1.00 451 250 59 17 FALSE 2.33
colorectal cancer RAS_12-61 KAT6B Any deletion 294 63 -0.18 -0.69 0.30 1407.75 1.00 355 268 37 26 FALSE 0.32
non-small cell lung cancer RAS_12-61 KAT6B Any deletion 267 66 -1.19 -1.89 -0.58 1506.76 1.00 452 259 58 8 FALSE 3.42
melanoma RAS_12-61 KAT6B Any deletion 72 54 -0.14 -0.74 0.48 1589.62 1.00 113 55 37 17 FALSE 0.18
colorectal cancer RAS_12-61 KIF1B Any deletion 294 132 0.47 0.07 0.84 1416.61 1.00 329 225 63 69 FALSE 1.82
cancer of unknown primary RAS_12-61 KIF1B Any deletion 55 61 -0.05 -0.74 0.60 1426.02 1.00 201 45 51 10 FALSE 0.05
non-small cell lung cancer RAS_12-61 KIF1B Any deletion 267 61 0.37 -0.12 0.88 1428.57 1.00 476 240 34 27 FALSE 0.84
colorectal cancer RAS_12-61 KLLN Any deletion 294 97 0.12 -0.30 0.59 1347.63 1.00 341 248 51 46 FALSE 0.23
non-small cell lung cancer RAS_12-61 KLLN Any deletion 267 79 -1.05 -1.71 -0.46 1234.88 1.00 442 256 68 11 FALSE 3.07
melanoma RAS_12-61 KLLN Any deletion 72 54 -0.13 -0.73 0.45 1439.47 1.00 113 55 37 17 FALSE 0.17
colorectal cancer RAS_12-61 MCM8 Any deletion 294 67 0.33 -0.12 0.79 1537.10 1.00 360 259 32 35 FALSE 0.79
non-small cell lung cancer RAS_12-61 MCM8 Any deletion 267 56 -0.07 -0.61 0.44 1225.93 1.00 471 250 39 17 FALSE 0.10
colorectal cancer RAS_12-61 MLH3 Any deletion 294 108 -0.15 -0.56 0.24 1594.67 1.00 326 252 66 42 FALSE 0.32
non-small cell lung cancer RAS_12-61 MLH3 Any deletion 267 52 0.18 -0.37 0.75 1336.58 1.00 479 246 31 21 FALSE 0.27
colorectal cancer RAS_12-61 MTA1 Any deletion 294 101 -0.36 -0.80 0.06 1313.82 1.00 327 258 65 36 FALSE 1.00
colorectal cancer RAS_12-61 MTAP Any deletion 350 51 -0.21 -0.78 0.33 1682.08 1.00 415 330 31 20 FALSE 0.34
cancer of unknown primary RAS_12-61 MTAP Any deletion 58 107 0.66 0.12 1.22 1503.39 1.00 180 30 79 28 FALSE 1.78
non-small cell lung cancer RAS_12-61 MTAP Any deletion 284 206 -0.31 -0.65 0.02 1551.75 1.00 425 227 149 57 FALSE 1.12
pancreatic cancer RAS_12-61 MTAP Any deletion 198 102 0.79 0.23 1.30 1485.64 1.00 57 115 19 83 FALSE 2.39
melanoma RAS_12-61 MTAP Any deletion 72 88 0.55 0.00 1.07 1528.70 1.00 100 37 53 35 FALSE 1.37
colorectal cancer RAS_12-61 NEIL1 Any deletion 294 100 -0.16 -0.56 0.23 1619.21 1.00 331 255 61 39 FALSE 0.35
non-small cell lung cancer RAS_12-61 NEIL1 Any deletion 267 72 -0.23 -0.71 0.23 1411.64 1.00 460 245 50 22 FALSE 0.49
colorectal cancer RAS_12-61 NEIL2 Any deletion 294 327 -0.20 -0.50 0.12 1529.31 1.00 196 163 196 131 FALSE 0.69
cancer of unknown primary RAS_12-61 NEIL2 Any deletion 55 75 0.47 -0.13 1.08 1550.20 1.00 196 36 56 19 FALSE 0.87
non-small cell lung cancer RAS_12-61 NEIL2 Any deletion 267 200 -0.47 -0.81 -0.12 1101.36 1.00 363 214 147 53 FALSE 2.07
pancreatic cancer RAS_12-61 NEIL2 Any deletion 190 59 0.48 -0.16 1.14 1519.86 1.00 59 142 11 48 FALSE 0.83
colorectal cancer RAS_12-61 NEIL3 Any deletion 294 151 -0.10 -0.47 0.21 1539.77 1.00 303 232 89 62 FALSE 0.25
cancer of unknown primary RAS_12-61 NEIL3 Any deletion 55 68 -0.59 -1.32 0.05 1513.83 1.00 192 47 60 8 FALSE 1.02
non-small cell lung cancer RAS_12-61 NEIL3 Any deletion 267 77 -0.52 -1.01 -0.06 1519.06 1.00 452 248 58 19 FALSE 1.48
colorectal cancer RAS_12-61 NRG1 Any deletion 350 280 -0.20 -0.47 0.07 1455.00 1.00 279 237 167 113 FALSE 0.79
cancer of unknown primary RAS_12-61 NRG1 Any deletion 57 57 0.23 -0.40 0.89 1534.55 1.00 215 44 44 13 FALSE 0.31
non-small cell lung cancer RAS_12-61 NRG1 Any deletion 284 174 -0.27 -0.63 0.08 1550.26 1.00 449 235 125 49 FALSE 0.87
pancreatic cancer RAS_12-61 NRG1 Any deletion 198 59 0.62 0.00 1.28 1372.83 1.00 66 149 10 49 FALSE 1.24
colorectal cancer RAS_12-61 NT5C2 Any deletion 294 93 0.11 -0.32 0.55 1432.61 1.00 343 250 49 44 FALSE 0.21
non-small cell lung cancer RAS_12-61 NT5C2 Any deletion 267 72 -1.03 -1.71 -0.44 1154.87 1.00 448 257 62 10 FALSE 2.85
melanoma RAS_12-61 NT5C2 Any deletion 72 54 -0.10 -0.69 0.48 1513.74 1.00 113 55 37 17 FALSE 0.13
colorectal cancer RAS_12-61 PML Any deletion 294 96 -0.13 -0.54 0.26 1365.78 1.00 334 256 58 38 FALSE 0.27
non-small cell lung cancer RAS_12-61 PML Any deletion 267 72 -0.16 -0.65 0.28 1455.49 1.00 461 244 49 23 FALSE 0.29
colorectal cancer RAS_12-61 POLB Any deletion 294 82 -0.30 -0.73 0.14 1428.87 1.00 342 262 50 32 FALSE 0.78
non-small cell lung cancer RAS_12-61 POLB Any deletion 267 111 -0.58 -1.04 -0.15 1476.04 1.00 424 242 86 25 FALSE 2.02
colorectal cancer RAS_12-61 PTK2B Any deletion 294 328 -0.27 -0.56 0.04 1422.52 1.00 192 166 200 128 FALSE 1.10
cancer of unknown primary RAS_12-61 PTK2B Any deletion 55 78 0.52 -0.09 1.11 1441.47 1.00 194 35 58 20 FALSE 1.04
non-small cell lung cancer RAS_12-61 PTK2B Any deletion 267 211 -0.41 -0.75 -0.06 1573.83 1.00 357 209 153 58 FALSE 1.72
pancreatic cancer RAS_12-61 PTK2B Any deletion 190 68 0.70 0.07 1.37 1494.40 1.00 59 133 11 57 FALSE 1.44
colorectal cancer RAS_12-61 RBBP8 Any deletion 294 338 0.34 0.01 0.64 1571.64 1.00 213 135 179 159 FALSE 1.47
non-small cell lung cancer RAS_12-61 RBBP8 Any deletion 267 85 -0.80 -1.38 -0.27 1432.88 1.00 442 250 68 17 FALSE 2.34
colorectal cancer RAS_12-61 RHBDF2 Any deletion 294 53 0.38 -0.20 0.88 99.41 1.03 366 267 26 27 FALSE 0.78
colorectal cancer RAS_12-61 RHOH Any deletion 294 139 -0.08 -0.43 0.29 1442.56 1.00 311 236 81 58 FALSE 0.17
non-small cell lung cancer RAS_12-61 RHOH Any deletion 267 57 -1.02 -1.74 -0.37 1454.00 1.00 462 258 48 9 FALSE 2.39
colorectal cancer RAS_12-61 SERPINA1 Any deletion 294 108 -0.30 -0.74 0.13 1388.61 1.00 324 254 68 40 FALSE 0.76
colorectal cancer RAS_12-61 SLC34A2 Any deletion 294 140 -0.02 -0.42 0.34 1502.75 1.00 312 234 80 60 FALSE 0.05
non-small cell lung cancer RAS_12-61 SLC34A2 Any deletion 267 68 -1.09 -1.83 -0.45 1592.29 1.00 452 257 58 10 FALSE 2.76
colorectal cancer RAS_12-61 TAL1 Any deletion 294 89 0.32 -0.11 0.72 1341.63 1.00 347 250 45 44 FALSE 0.87
non-small cell lung cancer RAS_12-61 TAL1 Any deletion 267 60 0.17 -0.31 0.62 1050.93 1.00 473 244 37 23 FALSE 0.33
colorectal cancer RAS_12-61 TLX3 Any deletion 294 90 -0.78 -1.25 -0.32 1183.71 1.00 326 270 66 24 FALSE 2.96
non-small cell lung cancer RAS_12-61 TLX3 Any deletion 267 65 -0.69 -1.27 -0.20 1494.01 1.00 460 252 50 15 FALSE 1.96
colorectal cancer RAS_12-61 TRAF3 Any deletion 294 105 -0.29 -0.72 0.10 1052.20 1.00 326 255 66 39 FALSE 0.75
colorectal cancer RAS_12-61 TRIM37 Any deletion 294 53 0.50 -0.06 1.05 284.52 1.01 368 265 24 29 FALSE 1.02
colorectal cancer RAS_12-61 UIMC1 Any deletion 350 83 -0.73 -1.23 -0.29 1209.72 1.00 386 327 60 23 FALSE 2.66
non-small cell lung cancer RAS_12-61 UIMC1 Any deletion 284 65 -0.56 -1.09 -0.01 1333.25 1.00 525 268 49 16 FALSE 1.40
colorectal cancer RAS_12-61 UROD Any deletion 294 82 0.32 -0.11 0.74 1311.63 1.00 350 254 42 40 FALSE 0.80
non-small cell lung cancer RAS_12-61 UROD Any deletion 267 52 0.24 -0.24 0.73 1387.56 1.00 479 246 31 21 FALSE 0.46
colorectal cancer RAS_12-61 USP28 Any deletion 350 54 0.29 -0.21 0.80 1457.89 1.00 421 321 25 29 FALSE 0.60
cancer of unknown primary RAS_12-61 USP28 Any deletion 57 64 -0.15 -0.80 0.46 1196.43 1.00 205 47 54 10 FALSE 0.19
non-small cell lung cancer RAS_12-61 USP28 Any deletion 284 72 -0.17 -0.66 0.32 1556.80 1.00 523 263 51 21 FALSE 0.30
melanoma RAS_12-61 USP28 Any deletion 72 51 0.47 -0.11 1.07 1372.67 1.00 123 51 30 21 FALSE 0.95
colorectal cancer RAS_12-61 USP8 Any deletion 566 106 -0.35 -0.77 0.05 1357.52 1.00 699 529 69 37 FALSE 1.06
non-small cell lung cancer RAS_12-61 USP8 Any deletion 671 91 -0.23 -0.69 0.20 1503.03 1.00 1256 644 64 27 FALSE 0.51
ovarian cancer RAS_12-61 USP8 Any deletion 73 56 -0.59 -1.58 0.24 1286.74 1.00 477 69 52 4 FALSE 0.71
colorectal cancer RAS_12-61 XRCC4 Any deletion 294 136 -0.92 -1.31 -0.53 1470.89 1.00 291 259 101 35 FALSE 5.43
cancer of unknown primary RAS_12-61 XRCC4 Any deletion 55 63 -0.95 -1.71 -0.26 1610.18 1.00 195 49 57 6 FALSE 2.04
non-small cell lung cancer RAS_12-61 XRCC4 Any deletion 267 112 -0.84 -1.31 -0.39 1379.65 1.00 421 244 89 23 FALSE 3.61
colorectal cancer RAS_12-61 XRCC6 Any deletion 294 118 0.49 0.10 0.89 1451.72 1.00 336 232 56 62 FALSE 1.92
non-small cell lung cancer RAS_12-61 XRCC6 Any deletion 267 55 0.25 -0.29 0.76 1520.56 1.00 477 245 33 22 FALSE 0.44
colorectal cancer RAS_12-61 FAM175A Any deletion 1391 130 -0.01 -0.37 0.32 1434.13 1.00 1731 1334 73 57 FALSE 0.01
cancer of unknown primary RAS_12-61 FAM175A Any deletion 240 53 -0.54 -1.27 0.16 1319.11 1.00 840 233 46 7 FALSE 0.83
non-small cell lung cancer RAS_12-61 FAM175A Any deletion 1386 62 -0.48 -1.08 0.08 1419.32 1.00 3255 1373 49 13 FALSE 0.99
ovarian cancer RAS_12-61 FAM175A Any deletion 113 72 -0.12 -0.88 0.55 1555.01 1.00 836 105 64 8 FALSE 0.14
colorectal cancer RAS_12-61 MRE11A Any deletion 1422 53 0.23 -0.27 0.75 1538.57 1.00 1816 1395 26 27 FALSE 0.41
non-small cell lung cancer RAS_12-61 MRE11A Any deletion 1397 54 -0.20 -0.79 0.32 1539.34 1.00 3298 1384 41 13 FALSE 0.32
colorectal cancer RAS_12-61 WHSC1 Any deletion 786 135 0.02 -0.35 0.34 1319.93 1.00 956 727 76 59 FALSE 0.04
non-small cell lung cancer RAS_12-61 WHSC1 Any deletion 825 65 -0.40 -0.96 0.13 1431.11 1.00 1804 810 50 15 FALSE 0.83
colorectal cancer RAS_12-61 WHSC1L1 Any deletion 842 166 -0.06 -0.37 0.24 1513.57 1.00 990 772 96 70 FALSE 0.14
cancer of unknown primary RAS_12-61 WHSC1L1 Any deletion 186 51 0.15 -0.45 0.72 1343.66 1.00 671 173 38 13 FALSE 0.21
non-small cell lung cancer RAS_12-61 WHSC1L1 Any deletion 842 152 -0.15 -0.50 0.19 1557.79 1.00 1808 800 110 42 FALSE 0.40
ovarian cancer RAS_12-61 WHSC1L1 Any deletion 78 58 -0.26 -1.09 0.46 1527.63 1.00 582 73 53 5 FALSE 0.29
cancer of unknown primary RAS_12-61 CDK8 Any deletion 241 61 -0.70 -1.39 -0.08 1607.18 1.00 841 234 54 7 FALSE 1.44
non-small cell lung cancer RAS_12-61 CDK8 Any deletion 1396 165 -0.37 -0.72 -0.01 1325.27 1.00 3206 1357 126 39 FALSE 1.36
ovarian cancer RAS_12-61 CDK8 Any deletion 117 65 -0.68 -1.53 0.04 1316.86 1.00 868 113 61 4 FALSE 1.01
cancer of unknown primary RAS_12-61 FANCC Any deletion 306 70 -0.36 -0.94 0.20 1597.23 1.00 1050 295 59 11 TRUE 0.70
non-small cell lung cancer RAS_12-61 FANCC Any deletion 1948 177 -0.26 -0.60 0.06 1388.70 1.00 4366 1903 132 45 TRUE 0.94
melanoma RAS_12-61 FANCC Any deletion 423 75 0.40 -0.03 0.86 1542.39 1.00 1098 394 46 29 TRUE 1.10
uterine cancer RAS_12-61 FANCC Any deletion 318 76 -0.32 -0.89 0.24 1530.29 1.00 1458 308 66 10 TRUE 0.56
ovarian cancer RAS_12-61 FANCC Any deletion 188 157 -0.44 -1.02 0.07 1499.23 1.00 1290 176 145 12 TRUE 0.97
bladder cancer RAS_12-61 FANCC Any deletion 130 142 -0.18 -0.73 0.33 1439.88 1.00 1095 118 130 12 TRUE 0.29
cancer of unknown primary RAS_12-61 HRAS Any deletion 307 57 -0.80 -1.61 -0.11 1508.77 1.00 1061 300 50 7 TRUE 1.46
non-small cell lung cancer RAS_12-61 HRAS Any deletion 1975 105 -0.73 -1.21 -0.26 1476.82 1.00 4460 1956 86 19 TRUE 2.65
pancreatic cancer RAS_12-61 HRAS Any deletion 1591 59 -2.00 -2.55 -1.49 1530.94 1.00 471 1574 42 17 TRUE 12.90
uterine cancer RAS_12-61 HRAS Any deletion 318 70 -0.77 -1.55 -0.05 1528.56 1.00 1462 311 63 7 TRUE 1.33
ovarian cancer RAS_12-61 HRAS Any deletion 188 118 -1.00 -1.84 -0.27 1593.65 1.00 1323 182 112 6 TRUE 1.92
bladder cancer RAS_12-61 HRAS Any deletion 130 94 -0.48 -1.31 0.24 1375.56 1.00 1141 123 87 7 TRUE 0.63
cancer of unknown primary RAS_12-61 KLF4 Any deletion 228 55 -0.46 -1.20 0.20 1439.21 1.00 800 220 47 8 FALSE 0.72
non-small cell lung cancer RAS_12-61 KLF4 Any deletion 1346 73 -0.46 -1.01 0.06 1609.11 1.00 3108 1330 57 16 FALSE 1.06
ovarian cancer RAS_12-61 KLF4 Any deletion 104 63 -0.41 -1.26 0.32 1358.84 1.00 789 99 58 5 FALSE 0.52
bladder cancer RAS_12-61 KLF4 Any deletion 84 51 -0.16 -1.04 0.59 1428.13 1.00 775 79 46 5 FALSE 0.15
cancer of unknown primary RAS_12-61 LMO1 Any deletion 307 59 -0.52 -1.18 0.08 1518.53 1.00 1059 298 50 9 FALSE 0.98
non-small cell lung cancer RAS_12-61 LMO1 Any deletion 1948 100 -0.72 -1.22 -0.26 1536.99 1.00 4416 1930 82 18 FALSE 2.58
uterine cancer RAS_12-61 LMO1 Any deletion 318 52 -0.47 -1.19 0.20 1496.42 1.00 1481 311 45 7 FALSE 0.72
ovarian cancer RAS_12-61 LMO1 Any deletion 188 101 -0.74 -1.46 -0.10 1213.30 1.00 1340 182 95 6 FALSE 1.40
bladder cancer RAS_12-61 LMO1 Any deletion 130 96 -0.68 -1.42 0.00 1479.06 1.00 1134 125 91 5 FALSE 1.17
cancer of unknown primary RAS_12-61 PAX5 Any deletion 308 89 -0.22 -0.75 0.26 1513.64 1.00 1036 292 73 16 TRUE 0.39
non-small cell lung cancer RAS_12-61 PAX5 Any deletion 1948 241 -0.34 -0.66 -0.04 1506.05 1.00 4314 1891 184 57 TRUE 1.55
pancreatic cancer RAS_12-61 PAX5 Any deletion 1586 57 -0.12 -0.68 0.50 1446.55 1.00 497 1544 15 42 TRUE 0.17
melanoma RAS_12-61 PAX5 Any deletion 423 126 0.70 0.34 1.10 1288.31 1.00 1074 370 73 53 TRUE 3.75
ovarian cancer RAS_12-61 PAX5 Any deletion 188 100 -0.09 -0.73 0.51 1523.20 1.00 1346 177 89 11 TRUE 0.10
bladder cancer RAS_12-61 PAX5 Any deletion 130 102 0.27 -0.34 0.86 1343.07 1.00 1136 117 89 13 TRUE 0.42
cancer of unknown primary RAS_12-61 TNFAIP3 Any deletion 306 62 -0.45 -1.13 0.20 1484.64 1.00 1056 297 53 9 TRUE 0.74
non-small cell lung cancer RAS_12-61 TNFAIP3 Any deletion 1948 249 0.18 -0.08 0.44 1505.93 1.00 4334 1863 164 85 TRUE 0.73
pancreatic cancer RAS_12-61 TNFAIP3 Any deletion 1586 86 0.01 -0.46 0.48 1509.32 1.00 491 1521 21 65 TRUE 0.02
melanoma RAS_12-61 TNFAIP3 Any deletion 423 133 0.52 0.16 0.89 1377.52 1.00 1063 373 83 50 TRUE 2.16
ovarian cancer RAS_12-61 TNFAIP3 Any deletion 188 127 -0.23 -0.86 0.32 1483.88 1.00 1320 176 115 12 TRUE 0.36
bladder cancer RAS_12-61 TNFAIP3 Any deletion 130 51 -0.06 -0.93 0.72 1423.49 1.00 1179 125 46 5 TRUE 0.05
cancer of unknown primary RAS_12-61 ARHGEF12 Any deletion 58 64 -0.58 -1.34 0.10 1323.21 1.00 202 51 57 7 FALSE 0.93
non-small cell lung cancer RAS_12-61 ARHGEF12 Any deletion 284 62 -0.19 -0.74 0.32 1373.84 1.00 531 265 43 19 FALSE 0.33
melanoma RAS_12-61 ARHGEF12 Any deletion 72 53 0.17 -0.45 0.76 1491.41 1.00 119 53 34 19 FALSE 0.23
cancer of unknown primary RAS_12-61 CBFA2T3 Any deletion 56 53 -1.62 -3.11 -0.56 1462.65 1.00 201 54 51 2 FALSE 1.89
non-small cell lung cancer RAS_12-61 CBFA2T3 Any deletion 267 97 -0.54 -1.04 -0.09 1418.02 1.00 438 242 72 25 FALSE 1.54
cancer of unknown primary RAS_12-61 CDKN1C Any deletion 122 61 -0.58 -1.28 0.13 1474.34 1.00 414 113 52 9 FALSE 0.95
non-small cell lung cancer RAS_12-61 CDKN1C Any deletion 819 111 -0.94 -1.43 -0.47 1476.44 1.00 1584 800 92 19 FALSE 3.80
pancreatic cancer RAS_12-61 CDKN1C Any deletion 377 53 -1.89 -2.49 -1.29 1460.62 1.00 117 362 38 15 FALSE 8.99
uterine cancer RAS_12-61 CDKN1C Any deletion 138 56 -0.67 -1.51 0.07 1375.93 1.00 555 131 49 7 FALSE 1.02
ovarian cancer RAS_12-61 CDKN1C Any deletion 100 104 -0.99 -1.81 -0.25 1478.80 1.00 624 94 98 6 FALSE 1.88
bladder cancer RAS_12-61 CDKN1C Any deletion 56 96 -1.16 -2.14 -0.31 1433.84 1.00 388 52 92 4 FALSE 1.92
cancer of unknown primary RAS_12-61 MYB Any deletion 134 61 -0.29 -0.97 0.32 1295.51 1.00 454 124 51 10 FALSE 0.42
non-small cell lung cancer RAS_12-61 MYB Any deletion 859 246 0.05 -0.22 0.32 1370.60 1.00 1651 777 164 82 FALSE 0.15
pancreatic cancer RAS_12-61 MYB Any deletion 428 87 0.28 -0.16 0.76 1497.55 1.00 161 363 22 65 FALSE 0.60
melanoma RAS_12-61 MYB Any deletion 176 124 0.48 0.09 0.90 1581.82 1.00 355 129 77 47 FALSE 1.75
ovarian cancer RAS_12-61 MYB Any deletion 109 122 -0.26 -0.83 0.29 1437.37 1.00 665 97 110 12 FALSE 0.44
cancer of unknown primary RAS_12-61 FANCF Any deletion 133 55 -0.76 -1.47 -0.09 1674.81 1.00 465 127 49 6 TRUE 1.49
non-small cell lung cancer RAS_12-61 FANCF Any deletion 869 91 -0.63 -1.11 -0.16 1350.35 1.00 1771 850 72 19 TRUE 2.04
uterine cancer RAS_12-61 FANCF Any deletion 144 52 -0.53 -1.27 0.14 1579.47 1.00 596 137 45 7 TRUE 0.86
ovarian cancer RAS_12-61 FANCF Any deletion 113 78 -0.64 -1.34 0.07 1567.23 1.00 732 107 72 6 TRUE 1.09
bladder cancer RAS_12-61 FANCF Any deletion 61 92 -0.60 -1.34 0.09 1471.93 1.00 466 55 86 6 TRUE 1.00
cancer of unknown primary RAS_12-61 FANCG Any deletion 133 95 0.08 -0.41 0.61 1415.10 1.00 440 112 74 21 TRUE 0.12
non-small cell lung cancer RAS_12-61 FANCG Any deletion 869 243 -0.48 -0.77 -0.18 1452.19 1.00 1656 813 187 56 TRUE 2.63
pancreatic cancer RAS_12-61 FANCG Any deletion 434 56 0.17 -0.38 0.71 1462.15 1.00 172 393 15 41 TRUE 0.26
melanoma RAS_12-61 FANCG Any deletion 183 119 0.72 0.33 1.12 1631.89 1.00 393 133 69 50 TRUE 3.31
ovarian cancer RAS_12-61 FANCG Any deletion 113 95 -0.19 -0.83 0.41 1204.78 1.00 719 103 85 10 TRUE 0.26
bladder cancer RAS_12-61 FANCG Any deletion 61 102 0.33 -0.27 0.92 1409.26 1.00 464 47 88 14 TRUE 0.56
cancer of unknown primary RAS_12-61 CYLD Any deletion 261 62 -1.27 -2.11 -0.55 1355.49 1.00 896 258 59 3 FALSE 2.80
non-small cell lung cancer RAS_12-61 CYLD Any deletion 1417 156 -0.28 -0.65 0.07 1449.93 1.00 3044 1376 115 41 FALSE 0.91
melanoma RAS_12-61 CYLD Any deletion 316 69 0.49 0.00 0.96 1401.84 1.00 747 286 39 30 FALSE 1.30
uterine cancer RAS_12-61 CYLD Any deletion 263 95 -1.05 -1.75 -0.44 1466.33 1.00 1099 257 89 6 FALSE 2.67
ovarian cancer RAS_12-61 CYLD Any deletion 154 177 -0.64 -1.22 -0.10 1434.09 1.00 1025 142 165 12 FALSE 1.60
bladder cancer RAS_12-61 CYLD Any deletion 89 55 -0.48 -1.38 0.36 1317.10 1.00 787 85 51 4 FALSE 0.56
cancer of unknown primary RAS_12-61 GALNT12 Any deletion 67 59 -0.22 -0.92 0.45 1427.38 1.00 242 57 49 10 FALSE 0.28
non-small cell lung cancer RAS_12-61 GALNT12 Any deletion 307 72 -0.38 -0.93 0.15 1566.09 1.00 595 289 54 18 FALSE 0.80
cancer of unknown primary RAS_12-61 XPA Any deletion 121 76 -0.35 -0.93 0.20 1247.71 1.00 402 109 64 12 TRUE 0.64
non-small cell lung cancer RAS_12-61 XPA Any deletion 819 177 -0.40 -0.72 -0.07 1496.91 1.00 1544 774 132 45 TRUE 1.75
melanoma RAS_12-61 XPA Any deletion 134 79 0.33 -0.14 0.80 1548.45 1.00 250 103 48 31 TRUE 0.78
uterine cancer RAS_12-61 XPA Any deletion 138 77 -0.45 -1.07 0.16 1470.81 1.00 535 128 67 10 TRUE 0.83
ovarian cancer RAS_12-61 XPA Any deletion 100 153 -0.51 -1.08 0.03 1365.57 1.00 581 88 141 12 TRUE 1.19
bladder cancer RAS_12-61 XPA Any deletion 56 141 -0.16 -0.74 0.39 1440.08 1.00 353 42 127 14 TRUE 0.24
cancer of unknown primary RAS_12-61 DOCK8 Any deletion 55 84 0.51 -0.10 1.14 1494.28 1.00 189 34 63 21 FALSE 1.00
non-small cell lung cancer RAS_12-61 DOCK8 Any deletion 267 142 -0.39 -0.80 -0.02 1475.12 1.00 406 229 104 38 FALSE 1.27
pancreatic cancer RAS_12-61 DOCK8 Any deletion 190 64 0.48 -0.10 1.09 1503.29 1.00 57 139 13 51 FALSE 0.93
melanoma RAS_12-61 DOCK8 Any deletion 72 79 0.60 0.06 1.14 1465.50 1.00 104 39 46 33 FALSE 1.58
cancer of unknown primary RAS_12-61 HMBS Any deletion 55 61 -0.63 -1.43 0.06 1336.29 1.00 197 49 55 6 FALSE 1.01
non-small cell lung cancer RAS_12-61 HMBS Any deletion 267 65 -0.29 -0.82 0.21 1338.25 1.00 464 248 46 19 FALSE 0.55
melanoma RAS_12-61 HMBS Any deletion 72 53 0.30 -0.27 0.91 1304.67 1.00 118 51 32 21 FALSE 0.49
cancer of unknown primary RAS_12-61 OGG1 Any deletion 55 68 -0.38 -1.01 0.28 1373.81 1.00 194 45 58 10 FALSE 0.58
non-small cell lung cancer RAS_12-61 OGG1 Any deletion 267 131 -0.43 -0.86 -0.04 1434.57 1.00 414 232 96 35 FALSE 1.42
cancer of unknown primary RAS_12-61 TAL2 Any deletion 56 53 -0.38 -1.15 0.34 1373.83 1.00 207 48 45 8 FALSE 0.49
non-small cell lung cancer RAS_12-61 TAL2 Any deletion 267 75 -0.64 -1.23 -0.12 1461.31 1.00 452 250 58 17 FALSE 1.64
non-small cell lung cancer RAS_12-61 AKT2 Any deletion 1949 105 -0.34 -0.80 0.10 1464.64 1.00 4425 1924 80 25 TRUE 0.86
ovarian cancer RAS_12-61 AKT2 Any deletion 188 71 0.02 -0.73 0.69 1289.50 1.00 1373 179 62 9 TRUE 0.02
non-small cell lung cancer RAS_12-61 BCL6 Any deletion 1948 129 0.32 -0.02 0.66 948.23 1.00 4417 1900 81 48 FALSE 1.18
non-small cell lung cancer RAS_12-61 CALR Any deletion 1262 114 0.28 -0.12 0.62 156.22 1.02 2800 1221 73 41 TRUE 0.87
non-small cell lung cancer RAS_12-61 CBFB Any deletion 1396 64 -0.20 -0.79 0.34 1484.43 1.00 3285 1379 47 17 FALSE 0.30
ovarian cancer RAS_12-61 CBFB Any deletion 117 85 -0.56 -1.44 0.21 1512.66 1.00 850 111 79 6 FALSE 0.74
non-small cell lung cancer RAS_12-61 CCND2 Any deletion 1949 152 0.09 -0.25 0.44 1325.60 1.00 4402 1900 103 49 FALSE 0.22
non-small cell lung cancer RAS_12-61 CCNE1 Any deletion 1949 85 -0.17 -0.67 0.30 1275.85 1.00 4443 1926 62 23 TRUE 0.30
non-small cell lung cancer RAS_12-61 CDK6 Any deletion 1949 53 -0.80 -1.54 -0.14 1344.89 1.00 4461 1940 44 9 TRUE 1.53
non-small cell lung cancer RAS_12-61 CEBPA Any deletion 1864 86 0.07 -0.41 0.54 1280.74 1.00 4148 1836 58 28 TRUE 0.12
non-small cell lung cancer RAS_12-61 CRLF2 Any deletion 1948 81 -0.15 -0.63 0.35 1413.86 1.00 4440 1925 58 23 FALSE 0.26
ovarian cancer RAS_12-61 CRLF2 Any deletion 188 88 -1.68 -3.14 -0.57 1463.92 1.00 1349 186 86 2 FALSE 1.93
non-small cell lung cancer RAS_12-61 ERCC4 Any deletion 1938 51 -0.38 -1.04 0.21 1420.75 1.00 4431 1926 39 12 TRUE 0.62
ovarian cancer RAS_12-61 ERCC4 Any deletion 184 85 -0.15 -0.87 0.49 1495.71 1.00 1330 175 76 9 TRUE 0.17
non-small cell lung cancer RAS_12-61 EZH2 Any deletion 1975 64 -1.01 -1.79 -0.30 1332.68 1.00 4491 1966 55 9 TRUE 2.31
non-small cell lung cancer RAS_12-61 GATA2 Any deletion 1397 56 0.03 -0.57 0.55 1713.06 1.00 3300 1380 39 17 TRUE 0.03
non-small cell lung cancer RAS_12-61 MAP2K2 Any deletion 1397 126 -0.05 -0.46 0.34 1369.07 1.00 3250 1360 89 37 FALSE 0.10
ovarian cancer RAS_12-61 MAP2K2 Any deletion 117 107 -1.19 -2.23 -0.37 1536.24 1.00 826 113 103 4 FALSE 1.81
non-small cell lung cancer RAS_12-61 PNRC1 Any deletion 1681 152 -0.03 -0.38 0.30 1509.81 1.00 3880 1637 108 44 FALSE 0.05
melanoma RAS_12-61 PNRC1 Any deletion 351 57 0.55 0.05 1.09 1450.91 1.00 960 328 34 23 FALSE 1.48
ovarian cancer RAS_12-61 PNRC1 Any deletion 159 51 -0.23 -1.16 0.51 1370.59 1.00 1172 155 47 4 FALSE 0.23
non-small cell lung cancer RAS_12-61 PTPN11 Any deletion 1975 88 -1.03 -1.65 -0.44 1558.83 1.00 4471 1962 75 13 TRUE 2.99
ovarian cancer RAS_12-61 PTPN11 Any deletion 188 52 -3.10 -8.16 -0.96 1403.57 1.00 1383 188 52 0 TRUE 1.04
non-small cell lung cancer RAS_12-61 RAD52 Any deletion 1396 62 0.54 0.04 1.03 1234.37 1.00 3296 1370 36 26 FALSE 1.46
non-small cell lung cancer RAS_12-61 RHEB Any deletion 1667 55 -0.74 -1.46 -0.11 1459.18 1.00 3645 1657 45 10 FALSE 1.49
non-small cell lung cancer RAS_12-61 SOCS1 Any deletion 1948 56 -0.65 -1.33 -0.03 1448.48 1.00 4453 1937 45 11 FALSE 1.30
ovarian cancer RAS_12-61 SOCS1 Any deletion 188 90 -0.91 -1.95 -0.10 1386.05 1.00 1350 183 85 5 FALSE 1.32
non-small cell lung cancer RAS_12-61 SOX2 Any deletion 1948 109 0.33 -0.06 0.72 1398.03 1.00 4430 1907 68 41 FALSE 1.01
non-small cell lung cancer RAS_12-61 SYK Any deletion 1681 98 -0.22 -0.67 0.22 1640.17 1.00 3916 1655 72 26 FALSE 0.48
ovarian cancer RAS_12-61 SYK Any deletion 159 98 -0.73 -1.54 -0.02 1575.12 1.00 1127 153 92 6 FALSE 1.20
bladder cancer RAS_12-61 SYK Any deletion 115 93 -0.53 -1.41 0.23 1436.96 1.00 990 109 87 6 FALSE 0.71
non-small cell lung cancer RAS_12-61 ZRSR2 Any deletion 1814 57 -0.14 -0.74 0.43 1527.32 1.00 3999 1797 40 17 FALSE 0.20
ovarian cancer RAS_12-61 ZRSR2 Any deletion 163 60 -1.28 -2.83 -0.19 1407.04 1.00 1214 161 58 2 FALSE 1.23
non-small cell lung cancer RAS_12-61 ETV5 Any deletion 869 120 0.22 -0.16 0.59 1390.80 1.00 1767 825 76 44 TRUE 0.60
non-small cell lung cancer RAS_12-61 PRKDC Any deletion 869 99 -1.11 -1.73 -0.54 1574.15 1.00 1758 855 85 14 FALSE 3.65
non-small cell lung cancer RAS_12-61 PRKCI Any deletion 1417 87 0.20 -0.26 0.61 1549.17 1.00 3103 1386 56 31 FALSE 0.44
non-small cell lung cancer RAS_12-61 CBLB Any deletion 819 141 -0.01 -0.39 0.34 1234.60 1.00 1581 773 95 46 FALSE 0.03
non-small cell lung cancer RAS_12-61 CDK1 Any deletion 552 64 -0.87 -1.63 -0.24 413.79 1.01 1113 541 53 11 FALSE 1.83
non-small cell lung cancer RAS_12-61 CDK9 Any deletion 552 89 -0.25 -0.75 0.23 1296.40 1.00 1102 527 64 25 FALSE 0.51
ovarian cancer RAS_12-61 CDK9 Any deletion 71 95 -0.82 -1.71 -0.08 1615.53 1.00 417 65 89 6 FALSE 1.31
non-small cell lung cancer RAS_12-61 CRTC1 Any deletion 819 233 0.08 -0.19 0.35 1316.76 1.01 1523 739 153 80 FALSE 0.25
non-small cell lung cancer RAS_12-61 CUX1 Any deletion 819 65 -0.83 -1.50 -0.18 1100.81 1.00 1623 807 53 12 FALSE 1.89
non-small cell lung cancer RAS_12-61 DDB2 Any deletion 819 76 -0.73 -1.27 -0.22 1531.36 1.00 1615 804 61 15 TRUE 2.10
ovarian cancer RAS_12-61 DDB2 Any deletion 100 62 -0.25 -1.07 0.43 1437.08 1.00 667 93 55 7 TRUE 0.29
bladder cancer RAS_12-61 DDB2 Any deletion 56 73 -0.57 -1.46 0.28 1505.16 1.00 412 51 68 5 TRUE 0.73
non-small cell lung cancer RAS_12-61 EXT2 Any deletion 819 79 -0.61 -1.16 -0.08 1540.45 1.00 1614 802 62 17 TRUE 1.58
ovarian cancer RAS_12-61 EXT2 Any deletion 100 59 -0.20 -1.03 0.54 1486.75 1.00 670 93 52 7 TRUE 0.21
bladder cancer RAS_12-61 EXT2 Any deletion 56 77 -0.61 -1.50 0.18 1451.03 1.00 408 51 72 5 TRUE 0.79
non-small cell lung cancer RAS_12-61 LMO2 Any deletion 819 87 -0.96 -1.53 -0.43 1439.70 1.00 1603 805 73 14 FALSE 3.05
ovarian cancer RAS_12-61 LMO2 Any deletion 100 72 -0.42 -1.20 0.30 1483.50 1.00 657 93 65 7 FALSE 0.56
bladder cancer RAS_12-61 LMO2 Any deletion 56 80 -0.71 -1.59 0.08 1583.66 1.00 405 51 75 5 FALSE 1.03
non-small cell lung cancer RAS_12-61 LMO3 Any deletion 552 59 -0.67 -1.39 -0.06 1444.22 1.00 1119 540 47 12 FALSE 1.31
non-small cell lung cancer RAS_12-61 MECOM Any deletion 836 83 0.22 -0.25 0.64 1344.97 1.00 1688 805 52 31 FALSE 0.46
non-small cell lung cancer RAS_12-61 MYBL1 Any deletion 819 70 -1.03 -1.77 -0.41 1183.92 1.00 1617 808 59 11 FALSE 2.54
non-small cell lung cancer RAS_12-61 NFKBIZ Any deletion 819 130 -0.03 -0.41 0.33 1425.08 1.00 1588 777 88 42 FALSE 0.06
non-small cell lung cancer RAS_12-61 PSMD13 Any deletion 552 54 -0.94 -1.73 -0.27 1555.49 1.00 1121 543 45 9 FALSE 1.96
ovarian cancer RAS_12-61 PSMD13 Any deletion 71 59 -1.11 -2.31 -0.15 1630.59 1.00 450 68 56 3 FALSE 1.33
non-small cell lung cancer RAS_12-61 RBL2 Any deletion 552 96 -0.47 -0.96 0.02 1436.94 1.00 1094 528 72 24 FALSE 1.28
uterine cancer RAS_12-61 RBL2 Any deletion 94 60 -1.04 -1.92 -0.25 1228.51 1.00 356 89 55 5 FALSE 1.79
ovarian cancer RAS_12-61 RBL2 Any deletion 71 121 -1.46 -2.46 -0.64 1124.05 1.00 389 67 117 4 FALSE 2.89
non-small cell lung cancer RAS_12-61 RHPN2 Any deletion 552 57 -0.22 -0.79 0.34 1270.98 1.00 1125 536 41 16 FALSE 0.34
non-small cell lung cancer RAS_12-61 SBDS Any deletion 819 58 -0.55 -1.21 0.06 1408.52 1.00 1631 806 45 13 TRUE 1.08
non-small cell lung cancer RAS_12-61 STAG1 Any deletion 552 59 0.17 -0.21 0.81 3.23 1.34 1130 529 36 23 FALSE 0.25
non-small cell lung cancer RAS_12-61 STAT6 Any deletion 819 52 -1.65 -2.70 -0.76 1353.99 1.00 1629 814 47 5 FALSE 3.10
non-small cell lung cancer RAS_12-61 ZNF708 Any deletion 552 136 0.03 -0.32 0.40 1372.64 1.00 1075 507 91 45 FALSE 0.06
non-small cell lung cancer RAS_12-61 CADM2 Any deletion 404 118 -0.69 -1.16 -0.24 1456.75 1.00 717 379 93 25 FALSE 2.53
non-small cell lung cancer RAS_12-61 KCNIP1 Any deletion 404 60 -1.27 -2.12 -0.57 1402.23 1.00 758 396 52 8 FALSE 2.90
non-small cell lung cancer RAS_12-61 NPRL2 Any deletion 404 154 -0.63 -1.07 -0.27 613.89 1.01 690 370 120 34 FALSE 2.75
non-small cell lung cancer RAS_12-61 SLITRK6 Any deletion 404 115 -0.39 -0.82 0.04 1200.13 1.00 725 374 85 30 FALSE 1.09
non-small cell lung cancer RAS_12-61 SQSTM1 Any deletion 404 63 -1.49 -2.40 -0.69 1394.25 1.00 754 397 56 7 FALSE 3.45
non-small cell lung cancer RAS_12-61 TLR4 Any deletion 404 78 -0.27 -0.80 0.22 1084.25 1.00 754 382 56 22 FALSE 0.52
non-small cell lung cancer RAS_12-61 ARHGAP35 Any deletion 267 79 -0.81 -1.41 -0.24 1423.77 1.00 447 251 63 16 FALSE 2.16
non-small cell lung cancer RAS_12-61 BABAM1 Any deletion 825 97 0.19 -0.24 0.64 1282.21 1.00 1791 791 63 34 FALSE 0.41
non-small cell lung cancer RAS_12-61 BRD3 Any deletion 284 62 -0.40 -1.04 0.17 1403.14 1.00 528 268 46 16 FALSE 0.71
non-small cell lung cancer RAS_12-61 DCLRE1C Any deletion 267 57 -0.87 -1.56 -0.25 1463.96 1.00 464 256 46 11 FALSE 1.96
non-small cell lung cancer RAS_12-61 ELANE Any deletion 267 112 -0.31 -0.77 0.14 1366.52 1.00 430 235 80 32 FALSE 0.77
non-small cell lung cancer RAS_12-61 ENG Any deletion 267 63 -0.70 -1.28 -0.08 996.14 1.01 461 253 49 14 FALSE 1.64
non-small cell lung cancer RAS_12-61 ERCC1 Any deletion 267 69 -1.01 -1.75 -0.39 1277.00 1.00 453 255 57 12 TRUE 2.51
non-small cell lung cancer RAS_12-61 KCNQ1 Any deletion 267 55 -0.95 -1.74 -0.28 1516.90 1.00 465 257 45 10 FALSE 1.95
non-small cell lung cancer RAS_12-61 KLF2 Any deletion 267 99 0.14 -0.29 0.58 1323.74 1.00 448 230 62 37 FALSE 0.28
non-small cell lung cancer RAS_12-61 LIG4 Any deletion 267 128 -0.54 -0.96 -0.12 1440.82 1.00 414 235 96 32 FALSE 1.84
non-small cell lung cancer RAS_12-61 MAF Any deletion 267 86 -0.34 -0.82 0.11 1139.43 1.00 448 243 62 24 FALSE 0.88
non-small cell lung cancer RAS_12-61 MBD4 Any deletion 267 58 -0.27 -0.89 0.30 880.90 1.00 469 250 41 17 FALSE 0.43
non-small cell lung cancer RAS_12-61 PNKP Any deletion 267 85 -0.84 -1.43 -0.35 548.88 1.01 442 250 68 17 FALSE 2.57
non-small cell lung cancer RAS_12-61 POLQ Any deletion 267 56 0.28 -0.50 0.79 2.00 1.91 474 247 36 20 FALSE 0.29
non-small cell lung cancer RAS_12-61 RSPO3 Any deletion 267 93 0.23 -0.19 0.67 1617.73 1.00 454 230 56 37 FALSE 0.54
melanoma RAS_12-61 RSPO3 Any deletion 72 58 0.27 -0.33 0.85 1564.20 1.00 113 51 37 21 FALSE 0.44
non-small cell lung cancer RAS_12-61 TOPBP1 Any deletion 267 53 -0.21 -0.81 0.35 1157.46 1.00 473 251 37 16 FALSE 0.32
non-small cell lung cancer RAS_12-61 XRCC1 Any deletion 267 52 -1.01 -1.77 -0.30 1373.17 1.00 467 258 43 9 TRUE 2.13
pancreatic cancer RAS_12-61 FANCE Any deletion 433 56 -0.38 -0.92 0.20 861.29 1.00 166 398 21 35 FALSE 0.72
ovarian cancer RAS_12-61 PMS2 Any deletion 188 86 -2.82 -5.46 -1.10 1094.57 1.00 1350 187 85 1 TRUE 1.91
ovarian cancer RAS_12-61 RAD51D Any deletion 117 73 -1.24 -2.62 -0.17 1213.34 1.00 859 114 70 3 FALSE 1.31
ovarian cancer RAS_12-61 FUS Any deletion 100 62 -0.13 -0.98 0.63 385.88 1.01 667 93 55 7 FALSE 0.12
ovarian cancer RAS_12-61 IKZF3 Any deletion 75 98 -3.24 -6.14 -1.44 1410.74 1.00 413 74 97 1 FALSE 2.33
colorectal cancer KRAS_12-61 AKT1 Any deletion 1598 204 -0.34 -0.66 -0.06 1203.47 1.00 2355 1534 140 64 TRUE 1.56
cancer of unknown primary KRAS_12-61 AKT1 Any deletion 278 58 -0.49 -1.25 0.20 1590.03 1.00 1090 271 51 7 TRUE 0.73
non-small cell lung cancer KRAS_12-61 AKT1 Any deletion 1916 92 0.23 -0.20 0.64 1523.84 1.00 4546 1883 59 33 TRUE 0.57
ovarian cancer KRAS_12-61 AKT1 Any deletion 160 64 0.37 -0.32 1.01 1657.91 1.00 1409 150 54 10 TRUE 0.55
colorectal cancer KRAS_12-61 ALOX12B Any deletion 1327 294 0.11 -0.13 0.35 1478.35 1.00 1889 1205 172 122 FALSE 0.41
non-small cell lung cancer KRAS_12-61 ALOX12B Any deletion 1631 273 -0.38 -0.67 -0.09 1416.47 1.00 3825 1571 213 60 FALSE 1.86
pancreatic cancer KRAS_12-61 ALOX12B Any deletion 1385 52 0.66 0.00 1.44 1387.19 1.00 447 1339 6 46 FALSE 1.11
uterine cancer KRAS_12-61 ALOX12B Any deletion 242 74 -0.89 -1.82 -0.10 1566.54 1.00 1296 237 69 5 FALSE 1.39
ovarian cancer KRAS_12-61 ALOX12B Any deletion 138 156 -0.55 -1.23 0.07 1478.95 1.00 1094 128 146 10 FALSE 0.99
colorectal cancer KRAS_12-61 AURKB Any deletion 1589 585 0.00 -0.18 0.18 1553.22 1.00 2128 1361 357 228 FALSE 0.01
cancer of unknown primary KRAS_12-61 AURKB Any deletion 277 124 0.18 -0.27 0.58 1506.05 1.00 1043 249 96 28 FALSE 0.41
non-small cell lung cancer KRAS_12-61 AURKB Any deletion 1891 452 -0.16 -0.38 0.05 1514.22 1.00 4222 1772 333 119 FALSE 0.84
pancreatic cancer KRAS_12-61 AURKB Any deletion 1573 138 1.04 0.57 1.57 1564.93 1.00 512 1448 13 125 FALSE 4.23
uterine cancer KRAS_12-61 AURKB Any deletion 280 104 -0.60 -1.27 0.01 1438.59 1.00 1469 271 95 9 FALSE 1.18
ovarian cancer KRAS_12-61 AURKB Any deletion 160 238 -0.45 -0.95 0.03 1365.73 1.00 1241 144 222 16 FALSE 1.11
hepatobiliary cancer KRAS_12-61 AURKB Any deletion 111 59 0.22 -0.59 0.92 1623.11 1.00 913 103 51 8 FALSE 0.24
colorectal cancer KRAS_12-61 BCL2 Any deletion 1589 792 0.03 -0.13 0.19 1453.66 1.00 2006 1276 479 313 TRUE 0.14
cancer of unknown primary KRAS_12-61 BCL2 Any deletion 277 114 -0.05 -0.53 0.41 1410.91 1.00 1047 255 92 22 TRUE 0.07
non-small cell lung cancer KRAS_12-61 BCL2 Any deletion 1891 373 -0.42 -0.66 -0.17 1446.30 1.00 4263 1810 292 81 TRUE 3.05
pancreatic cancer KRAS_12-61 BCL2 Any deletion 1573 176 0.45 0.08 0.82 1319.09 1.00 494 1428 31 145 TRUE 1.73
uterine cancer KRAS_12-61 BCL2 Any deletion 280 66 -0.18 -0.88 0.45 1403.50 1.00 1507 271 57 9 TRUE 0.24
ovarian cancer KRAS_12-61 BCL2 Any deletion 160 185 -0.40 -0.97 0.13 1422.91 1.00 1291 147 172 13 TRUE 0.83
colorectal cancer KRAS_12-61 BMPR1A Any deletion 1569 188 0.12 -0.18 0.42 1626.75 1.00 2352 1488 107 81 TRUE 0.38
cancer of unknown primary KRAS_12-61 BMPR1A Any deletion 277 67 -0.65 -1.34 0.00 1494.48 1.00 1071 269 59 8 TRUE 1.24
non-small cell lung cancer KRAS_12-61 BMPR1A Any deletion 1882 181 -0.95 -1.37 -0.57 1349.25 1.00 4374 1857 156 25 TRUE 5.26
uterine cancer KRAS_12-61 BMPR1A Any deletion 280 54 -1.12 -2.17 -0.31 1483.07 1.00 1494 278 52 2 TRUE 1.78
ovarian cancer KRAS_12-61 BMPR1A Any deletion 157 71 -0.86 -1.80 -0.03 1506.92 1.00 1366 154 68 3 TRUE 1.26
colorectal cancer KRAS_12-61 CBL Any deletion 1590 99 0.20 -0.19 0.58 1365.51 1.00 2432 1545 54 45 TRUE 0.51
cancer of unknown primary KRAS_12-61 CBL Any deletion 278 99 -0.78 -1.48 -0.18 1381.71 1.00 1051 269 90 9 TRUE 1.78
non-small cell lung cancer KRAS_12-61 CBL Any deletion 1891 133 -0.30 -0.69 0.10 1406.31 1.00 4462 1859 101 32 TRUE 0.87
uterine cancer KRAS_12-61 CBL Any deletion 280 69 -0.44 -1.13 0.24 1482.27 1.00 1503 273 62 7 TRUE 0.67
ovarian cancer KRAS_12-61 CBL Any deletion 160 79 0.02 -0.64 0.65 1388.41 1.00 1393 151 70 9 TRUE 0.02
colorectal cancer KRAS_12-61 CD274 Any deletion 1563 88 -0.48 -0.95 -0.04 1545.99 1.00 2381 1538 63 25 FALSE 1.41
cancer of unknown primary KRAS_12-61 CD274 Any deletion 278 111 0.14 -0.30 0.57 1373.07 1.00 1046 253 86 25 FALSE 0.27
non-small cell lung cancer KRAS_12-61 CD274 Any deletion 1882 341 -0.30 -0.55 -0.05 1460.54 1.00 4266 1801 260 81 FALSE 1.76
pancreatic cancer KRAS_12-61 CD274 Any deletion 1567 103 0.24 -0.20 0.72 1301.32 1.00 500 1485 21 82 FALSE 0.51
uterine cancer KRAS_12-61 CD274 Any deletion 280 65 -0.71 -1.57 0.09 1512.30 1.00 1493 275 60 5 FALSE 1.04
ovarian cancer KRAS_12-61 CD274 Any deletion 157 121 0.01 -0.63 0.60 1403.43 1.00 1325 144 108 13 FALSE 0.02
colorectal cancer KRAS_12-61 CD79B Any deletion 1589 108 0.25 -0.15 0.66 1395.68 1.00 2426 1540 59 49 FALSE 0.65
ovarian cancer KRAS_12-61 CD79B Any deletion 160 87 -0.41 -1.34 0.35 1422.18 1.00 1382 154 81 6 FALSE 0.47
colorectal cancer KRAS_12-61 CDKN1B Any deletion 1590 76 -0.71 -1.29 -0.21 1508.60 1.00 2427 1573 59 17 TRUE 2.01
non-small cell lung cancer KRAS_12-61 CDKN1B Any deletion 1891 184 0.01 -0.32 0.33 1417.76 1.00 4435 1835 128 56 TRUE 0.02
colorectal cancer KRAS_12-61 CDKN2C Any deletion 1589 177 0.17 -0.13 0.48 1351.31 1.00 2384 1513 101 76 TRUE 0.57
cancer of unknown primary KRAS_12-61 CDKN2C Any deletion 277 53 0.07 -0.66 0.70 1529.58 1.00 1096 266 42 11 TRUE 0.08
non-small cell lung cancer KRAS_12-61 CDKN2C Any deletion 1891 140 0.44 0.11 0.78 1453.34 1.00 4470 1836 85 55 TRUE 2.02
pancreatic cancer KRAS_12-61 CDKN2C Any deletion 1573 66 -0.97 -1.50 -0.47 1621.79 1.00 493 1539 32 34 TRUE 3.86
ovarian cancer KRAS_12-61 CDKN2C Any deletion 160 55 1.44 0.81 1.99 1552.20 1.00 1426 142 37 18 TRUE 5.74
colorectal cancer KRAS_12-61 CHEK1 Any deletion 1285 53 -0.12 -0.69 0.40 1280.71 1.00 1946 1265 33 20 FALSE 0.18
cancer of unknown primary KRAS_12-61 CHEK1 Any deletion 216 63 -0.55 -1.31 0.12 1381.49 1.00 865 209 56 7 FALSE 0.87
non-small cell lung cancer KRAS_12-61 CHEK1 Any deletion 1359 66 0.06 -0.48 0.59 1633.16 1.00 3332 1338 45 21 FALSE 0.09
colorectal cancer KRAS_12-61 CHEK2 Any deletion 1590 214 0.40 0.14 0.66 1505.74 1.00 2376 1486 110 104 TRUE 2.48
cancer of unknown primary KRAS_12-61 CHEK2 Any deletion 278 70 -0.31 -0.99 0.31 1521.62 1.00 1081 267 59 11 TRUE 0.47
non-small cell lung cancer KRAS_12-61 CHEK2 Any deletion 1891 135 -0.06 -0.43 0.33 1476.85 1.00 4467 1852 96 39 TRUE 0.12
pancreatic cancer KRAS_12-61 CHEK2 Any deletion 1578 64 -0.58 -1.08 -0.12 1462.27 1.00 502 1538 24 40 TRUE 1.72
uterine cancer KRAS_12-61 CHEK2 Any deletion 280 81 -1.11 -2.05 -0.31 1549.51 1.00 1486 276 77 4 TRUE 1.95
ovarian cancer KRAS_12-61 CHEK2 Any deletion 160 175 -0.75 -1.40 -0.16 1605.13 1.00 1297 151 166 9 TRUE 1.65
colorectal cancer KRAS_12-61 CRKL Any deletion 1589 203 0.32 0.05 0.61 1351.74 1.00 2377 1494 108 95 FALSE 1.60
cancer of unknown primary KRAS_12-61 CRKL Any deletion 277 62 -0.42 -1.12 0.28 1423.10 1.00 1086 268 53 9 FALSE 0.62
non-small cell lung cancer KRAS_12-61 CRKL Any deletion 1891 104 -0.02 -0.44 0.39 1601.37 1.00 4482 1860 73 31 FALSE 0.04
pancreatic cancer KRAS_12-61 CRKL Any deletion 1573 55 -0.75 -1.26 -0.22 1517.26 1.00 502 1541 23 32 FALSE 2.34
uterine cancer KRAS_12-61 CRKL Any deletion 280 70 -0.98 -1.89 -0.16 1554.88 1.00 1498 276 66 4 FALSE 1.62
ovarian cancer KRAS_12-61 CRKL Any deletion 160 144 -0.44 -1.05 0.14 1307.73 1.00 1329 150 134 10 FALSE 0.78
colorectal cancer KRAS_12-61 CSF3R Any deletion 1301 180 0.11 -0.19 0.41 1312.06 1.00 1955 1227 106 74 FALSE 0.32
non-small cell lung cancer KRAS_12-61 CSF3R Any deletion 1620 108 0.64 0.24 1.01 1493.96 1.00 3670 1571 59 49 FALSE 2.99
pancreatic cancer KRAS_12-61 CSF3R Any deletion 1481 62 -1.14 -1.64 -0.66 1460.59 1.00 421 1450 31 31 FALSE 4.83
ovarian cancer KRAS_12-61 CSF3R Any deletion 114 52 1.56 0.94 2.21 1447.52 1.00 1066 97 35 17 FALSE 5.79
colorectal cancer KRAS_12-61 ERCC2 Any deletion 1590 52 0.00 -0.54 0.53 1242.46 1.00 2455 1569 31 21 TRUE 0.01
non-small cell lung cancer KRAS_12-61 ERCC2 Any deletion 1891 142 -0.44 -0.85 -0.06 1376.35 1.00 4451 1861 112 30 TRUE 1.51
ovarian cancer KRAS_12-61 ERCC2 Any deletion 160 105 -0.10 -0.78 0.50 1478.09 1.00 1368 150 95 10 TRUE 0.12
colorectal cancer KRAS_12-61 ERG Any deletion 1530 106 -0.58 -1.01 -0.16 1177.39 1.00 2302 1502 78 28 FALSE 2.14
non-small cell lung cancer KRAS_12-61 ERG Any deletion 1749 79 -0.08 -0.57 0.39 1622.99 1.00 4137 1726 56 23 FALSE 0.12
pancreatic cancer KRAS_12-61 ERG Any deletion 1552 51 -0.48 -1.05 0.09 1383.65 1.00 488 1519 18 33 FALSE 1.04
colorectal cancer KRAS_12-61 ETV6 Any deletion 1589 63 -0.77 -1.39 -0.22 1444.79 1.00 2435 1576 50 13 FALSE 2.01
non-small cell lung cancer KRAS_12-61 ETV6 Any deletion 1891 153 -0.09 -0.45 0.27 1394.30 1.00 4446 1847 109 44 FALSE 0.19
colorectal cancer KRAS_12-61 FAM46C Any deletion 1589 162 0.12 -0.20 0.43 1483.83 1.00 2391 1521 94 68 FALSE 0.34
non-small cell lung cancer KRAS_12-61 FAM46C Any deletion 1891 182 0.10 -0.23 0.41 1466.63 1.00 4431 1833 124 58 FALSE 0.27
pancreatic cancer KRAS_12-61 FAM46C Any deletion 1573 61 -0.94 -1.44 -0.45 1474.61 1.00 496 1541 29 32 FALSE 3.59
colorectal cancer KRAS_12-61 FOXA1 Any deletion 1136 120 -0.38 -0.78 0.00 1353.47 1.00 1704 1099 83 37 FALSE 1.21
colorectal cancer KRAS_12-61 GNA11 Any deletion 1598 94 -0.76 -1.23 -0.29 1510.57 1.00 2423 1576 72 22 TRUE 2.73
cancer of unknown primary KRAS_12-61 GNA11 Any deletion 278 66 0.20 -0.37 0.76 1455.73 1.00 1090 262 50 16 TRUE 0.31
non-small cell lung cancer KRAS_12-61 GNA11 Any deletion 1916 311 0.01 -0.24 0.26 1506.23 1.00 4387 1823 218 93 TRUE 0.03
pancreatic cancer KRAS_12-61 GNA11 Any deletion 1578 51 0.17 -0.42 0.78 1588.38 1.00 516 1537 10 41 TRUE 0.24
uterine cancer KRAS_12-61 GNA11 Any deletion 280 115 -0.65 -1.32 -0.06 1635.13 1.00 1458 270 105 10 TRUE 1.36
ovarian cancer KRAS_12-61 GNA11 Any deletion 160 272 -0.86 -1.43 -0.33 1496.81 1.00 1204 147 259 13 TRUE 2.59
colorectal cancer KRAS_12-61 GREM1 Any deletion 1258 105 -0.55 -1.00 -0.15 1408.60 1.00 1861 1229 76 29 FALSE 1.94
non-small cell lung cancer KRAS_12-61 GREM1 Any deletion 1350 108 -0.15 -0.56 0.26 1470.77 1.00 3261 1321 79 29 FALSE 0.32
ovarian cancer KRAS_12-61 GREM1 Any deletion 93 63 -0.70 -1.84 0.23 1424.88 1.00 860 90 60 3 FALSE 0.76
colorectal cancer KRAS_12-61 H3F3B Any deletion 1055 54 -0.08 -0.65 0.52 384.55 1.00 1625 1035 34 20 TRUE 0.10
colorectal cancer KRAS_12-61 ID3 Any deletion 1360 277 0.04 -0.20 0.26 1491.17 1.00 1998 1251 168 109 FALSE 0.12
cancer of unknown primary KRAS_12-61 ID3 Any deletion 262 88 -0.05 -0.62 0.45 1070.97 1.00 980 245 71 17 FALSE 0.07
non-small cell lung cancer KRAS_12-61 ID3 Any deletion 1762 166 0.26 -0.06 0.58 1592.52 1.00 3985 1702 106 60 FALSE 0.98
pancreatic cancer KRAS_12-61 ID3 Any deletion 1502 90 -0.49 -0.92 -0.05 1349.73 1.00 440 1443 31 59 FALSE 1.55
uterine cancer KRAS_12-61 ID3 Any deletion 262 62 -0.24 -0.95 0.42 1120.83 1.00 1368 254 54 8 FALSE 0.30
ovarian cancer KRAS_12-61 ID3 Any deletion 139 141 0.67 0.20 1.12 1507.42 1.00 1179 115 117 24 FALSE 2.35
hepatobiliary cancer KRAS_12-61 ID3 Any deletion 96 71 0.25 -0.44 0.90 1376.85 1.00 734 86 61 10 FALSE 0.32
colorectal cancer KRAS_12-61 IDH2 Any deletion 1598 164 -0.23 -0.54 0.09 1420.71 1.00 2387 1542 108 56 TRUE 0.77
non-small cell lung cancer KRAS_12-61 IDH2 Any deletion 1916 148 -0.36 -0.74 -0.01 1349.65 1.00 4491 1882 114 34 TRUE 1.28
uterine cancer KRAS_12-61 IDH2 Any deletion 280 59 -0.48 -1.25 0.20 1472.86 1.00 1510 274 53 6 TRUE 0.70
ovarian cancer KRAS_12-61 IDH2 Any deletion 160 81 -0.51 -1.33 0.22 1646.31 1.00 1387 155 76 5 TRUE 0.72
colorectal cancer KRAS_12-61 KRAS Any deletion 1598 56 -0.65 -1.18 -0.16 1418.79 1.00 2453 1584 42 14 TRUE 1.86
non-small cell lung cancer KRAS_12-61 KRAS Any deletion 1916 98 -0.58 -1.09 -0.14 1483.98 1.00 4526 1897 79 19 TRUE 1.88
colorectal cancer KRAS_12-61 MAP2K1 Any deletion 1590 186 -0.34 -0.64 -0.05 1553.78 1.00 2359 1531 127 59 TRUE 1.51
non-small cell lung cancer KRAS_12-61 MAP2K1 Any deletion 1891 157 -0.12 -0.47 0.21 1389.98 1.00 4450 1847 113 44 TRUE 0.30
uterine cancer KRAS_12-61 MAP2K1 Any deletion 280 66 -0.58 -1.38 0.13 1501.33 1.00 1503 274 60 6 TRUE 0.89
ovarian cancer KRAS_12-61 MAP2K1 Any deletion 160 105 -0.74 -1.55 -0.02 1191.61 1.00 1363 155 100 5 TRUE 1.19
colorectal cancer KRAS_12-61 MAPK1 Any deletion 1442 210 0.41 0.13 0.68 1273.41 1.00 2187 1340 108 102 FALSE 2.47
cancer of unknown primary KRAS_12-61 MAPK1 Any deletion 268 65 -0.24 -0.88 0.35 1474.79 1.00 1038 257 54 11 FALSE 0.35
non-small cell lung cancer KRAS_12-61 MAPK1 Any deletion 1842 110 -0.02 -0.43 0.37 1670.59 1.00 4318 1809 77 33 FALSE 0.04
pancreatic cancer KRAS_12-61 MAPK1 Any deletion 1522 58 -0.68 -1.19 -0.14 1499.06 1.00 471 1487 23 35 FALSE 2.02
uterine cancer KRAS_12-61 MAPK1 Any deletion 275 69 -0.78 -1.67 -0.03 1257.53 1.00 1464 270 64 5 FALSE 1.23
ovarian cancer KRAS_12-61 MAPK1 Any deletion 149 153 -0.48 -1.10 0.12 1309.08 1.00 1236 139 143 10 FALSE 0.87
colorectal cancer KRAS_12-61 MEF2B Any deletion 1589 57 -0.24 -0.77 0.27 1485.61 1.00 2447 1570 38 19 FALSE 0.44
non-small cell lung cancer KRAS_12-61 MEF2B Any deletion 1891 247 0.21 -0.06 0.48 1504.58 1.00 4392 1807 163 84 FALSE 0.92
colorectal cancer KRAS_12-61 MPL Any deletion 1597 152 0.10 -0.24 0.45 1635.26 1.00 2405 1534 89 63 TRUE 0.27
non-small cell lung cancer KRAS_12-61 MPL Any deletion 1916 113 0.49 0.12 0.86 1433.84 1.00 4530 1870 67 46 TRUE 1.99
pancreatic cancer KRAS_12-61 MPL Any deletion 1573 57 -1.08 -1.61 -0.57 1220.45 1.00 496 1545 29 28 TRUE 4.27
ovarian cancer KRAS_12-61 MPL Any deletion 160 54 1.59 0.99 2.18 1557.71 1.00 1428 141 35 19 TRUE 6.99
colorectal cancer KRAS_12-61 MUTYH Any deletion 1589 158 0.11 -0.24 0.42 1333.20 1.00 2392 1524 93 65 TRUE 0.28
non-small cell lung cancer KRAS_12-61 MUTYH Any deletion 1891 121 0.45 0.08 0.81 1379.42 1.00 4482 1843 73 48 TRUE 1.85
pancreatic cancer KRAS_12-61 MUTYH Any deletion 1573 60 -1.05 -1.54 -0.55 1484.19 1.00 495 1543 30 30 TRUE 4.26
ovarian cancer KRAS_12-61 MUTYH Any deletion 160 56 1.54 0.97 2.07 1554.41 1.00 1426 141 37 19 TRUE 7.07
colorectal cancer KRAS_12-61 MYD88 Any deletion 1590 81 0.21 -0.22 0.67 1529.46 1.00 2442 1553 44 37 TRUE 0.47
cancer of unknown primary KRAS_12-61 MYD88 Any deletion 278 116 -0.39 -0.93 0.14 1407.09 1.00 1041 261 99 17 TRUE 0.84
non-small cell lung cancer KRAS_12-61 MYD88 Any deletion 1891 323 -0.31 -0.57 -0.07 1534.79 1.00 4316 1815 247 76 TRUE 1.85
pancreatic cancer KRAS_12-61 MYD88 Any deletion 1578 67 -0.69 -1.16 -0.24 1571.87 1.00 499 1538 27 40 TRUE 2.36
ovarian cancer KRAS_12-61 MYD88 Any deletion 160 75 -0.93 -2.01 -0.03 1571.06 1.00 1391 157 72 3 TRUE 1.18
colorectal cancer KRAS_12-61 NEGR1 Any deletion 1090 88 0.15 -0.28 0.55 1335.71 1.00 1644 1054 52 36 FALSE 0.29
non-small cell lung cancer KRAS_12-61 NEGR1 Any deletion 1377 70 0.61 0.14 1.07 1480.42 1.00 3238 1345 38 32 FALSE 1.97
colorectal cancer KRAS_12-61 NF2 Any deletion 1590 218 0.38 0.12 0.67 1505.11 1.00 2373 1485 113 105 TRUE 2.17
cancer of unknown primary KRAS_12-61 NF2 Any deletion 278 68 -0.29 -0.96 0.31 1222.12 1.00 1084 267 57 11 TRUE 0.44
non-small cell lung cancer KRAS_12-61 NF2 Any deletion 1891 142 -0.02 -0.38 0.33 1483.33 1.00 4463 1849 100 42 TRUE 0.05
pancreatic cancer KRAS_12-61 NF2 Any deletion 1578 64 -0.58 -1.08 -0.06 1464.97 1.00 502 1538 24 40 TRUE 1.66
uterine cancer KRAS_12-61 NF2 Any deletion 280 79 -1.09 -1.99 -0.32 1583.00 1.00 1490 276 75 4 TRUE 1.96
ovarian cancer KRAS_12-61 NF2 Any deletion 160 179 -0.67 -1.31 -0.08 1426.20 1.00 1294 150 169 10 TRUE 1.49
colorectal cancer KRAS_12-61 NFKBIA Any deletion 1508 207 -0.37 -0.71 -0.08 1472.90 1.00 2214 1444 143 64 FALSE 1.72
cancer of unknown primary KRAS_12-61 NFKBIA Any deletion 272 52 -0.74 -1.60 0.02 1464.18 1.00 1052 267 47 5 FALSE 1.09
ovarian cancer KRAS_12-61 NFKBIA Any deletion 150 60 0.56 -0.17 1.24 1468.36 1.00 1331 139 49 11 FALSE 0.97
colorectal cancer KRAS_12-61 NPM1 Any deletion 1597 127 -1.03 -1.48 -0.61 1575.20 1.00 2391 1573 103 24 FALSE 5.70
cancer of unknown primary KRAS_12-61 NPM1 Any deletion 278 53 -0.66 -1.37 0.03 1588.47 1.00 1093 271 46 7 FALSE 1.19
non-small cell lung cancer KRAS_12-61 NPM1 Any deletion 1916 140 -1.02 -1.50 -0.59 1533.18 1.00 4476 1897 121 19 FALSE 5.02
ovarian cancer KRAS_12-61 NPM1 Any deletion 160 78 -1.03 -1.97 -0.19 1368.55 1.00 1388 157 75 3 FALSE 1.66
colorectal cancer KRAS_12-61 NRAS Any deletion 1598 190 0.18 -0.12 0.47 1367.96 1.00 2387 1516 108 82 TRUE 0.64
cancer of unknown primary KRAS_12-61 NRAS Any deletion 278 62 0.50 -0.09 1.02 1667.83 1.00 1097 260 44 18 TRUE 1.10
non-small cell lung cancer KRAS_12-61 NRAS Any deletion 1916 209 0.19 -0.10 0.48 1273.19 1.00 4466 1846 139 70 TRUE 0.72
pancreatic cancer KRAS_12-61 NRAS Any deletion 1578 64 -0.83 -1.34 -0.36 1400.86 1.00 497 1543 29 35 TRUE 3.16
ovarian cancer KRAS_12-61 NRAS Any deletion 160 55 1.34 0.74 1.93 1521.56 1.00 1425 143 38 17 TRUE 5.12
colorectal cancer KRAS_12-61 PHOX2B Any deletion 1441 236 -0.15 -0.42 0.12 1509.10 1.00 2142 1357 152 84 TRUE 0.56
cancer of unknown primary KRAS_12-61 PHOX2B Any deletion 267 70 -0.45 -1.12 0.12 1500.99 1.00 1028 257 60 10 TRUE 0.81
non-small cell lung cancer KRAS_12-61 PHOX2B Any deletion 1842 121 -0.93 -1.42 -0.48 1438.31 1.00 4283 1825 104 17 TRUE 3.89
ovarian cancer KRAS_12-61 PHOX2B Any deletion 149 124 -0.78 -1.55 -0.11 1462.09 1.00 1261 143 118 6 TRUE 1.46
colorectal cancer KRAS_12-61 PPM1D Any deletion 1055 51 0.08 -0.45 0.64 1165.04 1.00 1629 1034 30 21 FALSE 0.10
colorectal cancer KRAS_12-61 PRDM1 Any deletion 1589 71 0.25 -0.21 0.70 1322.18 1.00 2447 1556 38 33 FALSE 0.55
cancer of unknown primary KRAS_12-61 PRDM1 Any deletion 277 69 -0.16 -0.80 0.42 1490.53 1.00 1082 265 57 12 FALSE 0.21
non-small cell lung cancer KRAS_12-61 PRDM1 Any deletion 1891 282 0.17 -0.09 0.43 1350.07 1.00 4366 1798 189 93 FALSE 0.70
pancreatic cancer KRAS_12-61 PRDM1 Any deletion 1573 88 -0.15 -0.60 0.32 1546.27 1.00 500 1510 25 63 FALSE 0.28
ovarian cancer KRAS_12-61 PRDM1 Any deletion 160 130 -0.18 -0.81 0.40 1414.28 1.00 1344 149 119 11 FALSE 0.26
hepatobiliary cancer KRAS_12-61 PRDM1 Any deletion 111 52 0.36 -0.41 1.07 1444.24 1.00 920 103 44 8 FALSE 0.47
colorectal cancer KRAS_12-61 PRKAR1A Any deletion 1589 100 0.34 -0.04 0.74 1229.81 1.00 2433 1541 52 48 TRUE 1.08
ovarian cancer KRAS_12-61 PRKAR1A Any deletion 160 72 -0.41 -1.44 0.42 1522.13 1.00 1396 155 67 5 TRUE 0.42
colorectal cancer KRAS_12-61 RAD51C Any deletion 1285 53 -0.01 -0.59 0.53 1311.17 1.00 1947 1264 32 21 TRUE 0.02
colorectal cancer KRAS_12-61 RAD51 Any deletion 1285 116 -0.42 -0.83 -0.05 1424.30 1.00 1898 1250 81 35 FALSE 1.47
non-small cell lung cancer KRAS_12-61 RAD51 Any deletion 1359 118 -0.04 -0.48 0.37 1528.33 1.00 3293 1325 84 34 FALSE 0.07
ovarian cancer KRAS_12-61 RAD51 Any deletion 96 65 -0.69 -1.80 0.20 1401.52 1.00 888 93 62 3 FALSE 0.76
colorectal cancer KRAS_12-61 RAF1 Any deletion 1590 83 0.21 -0.21 0.66 1412.78 1.00 2441 1552 45 38 TRUE 0.47
cancer of unknown primary KRAS_12-61 RAF1 Any deletion 278 107 -0.38 -0.90 0.14 1566.95 1.00 1050 262 91 16 TRUE 0.79
non-small cell lung cancer KRAS_12-61 RAF1 Any deletion 1891 302 -0.40 -0.68 -0.14 1401.11 1.00 4328 1824 235 67 TRUE 2.36
pancreatic cancer KRAS_12-61 RAF1 Any deletion 1578 56 -0.88 -1.36 -0.36 1475.47 1.00 501 1547 25 31 TRUE 3.13
ovarian cancer KRAS_12-61 RAF1 Any deletion 160 66 -1.13 -2.36 -0.10 1473.37 1.00 1399 158 64 2 TRUE 1.29
colorectal cancer KRAS_12-61 RARA Any deletion 1589 92 0.30 -0.10 0.72 1420.52 1.00 2437 1545 48 44 FALSE 0.79
uterine cancer KRAS_12-61 RARA Any deletion 280 59 -0.99 -2.06 -0.15 1424.93 1.00 1509 276 55 4 FALSE 1.36
ovarian cancer KRAS_12-61 RARA Any deletion 160 174 -1.77 -2.91 -0.86 1413.45 1.00 1292 157 171 3 FALSE 3.08
colorectal cancer KRAS_12-61 RHOA Any deletion 1137 53 0.27 -0.26 0.80 1453.74 1.00 1760 1112 28 25 FALSE 0.50
cancer of unknown primary KRAS_12-61 RHOA Any deletion 207 87 -0.40 -1.02 0.18 1407.74 1.00 798 195 75 12 FALSE 0.72
non-small cell lung cancer KRAS_12-61 RHOA Any deletion 1310 140 -0.14 -0.53 0.23 1504.94 1.00 3106 1273 103 37 FALSE 0.33
pancreatic cancer KRAS_12-61 RHOA Any deletion 1335 51 -0.47 -1.04 0.11 1425.22 1.00 391 1301 17 34 FALSE 0.99
colorectal cancer KRAS_12-61 RUNX1 Any deletion 1589 112 -0.57 -0.97 -0.17 1472.62 1.00 2402 1560 83 29 TRUE 2.26
non-small cell lung cancer KRAS_12-61 RUNX1 Any deletion 1891 99 -0.13 -0.56 0.28 1393.27 1.00 4484 1863 71 28 TRUE 0.26
colorectal cancer KRAS_12-61 SDHAF2 Any deletion 1441 75 0.06 -0.38 0.50 1315.86 1.00 2250 1410 44 31 TRUE 0.10
non-small cell lung cancer KRAS_12-61 SDHAF2 Any deletion 1842 56 -0.70 -1.39 -0.06 1372.81 1.00 4340 1833 47 9 TRUE 1.42
colorectal cancer KRAS_12-61 SDHB Any deletion 1563 266 0.10 -0.15 0.36 1500.71 1.00 2288 1453 156 110 FALSE 0.38
cancer of unknown primary KRAS_12-61 SDHB Any deletion 277 79 -0.04 -0.58 0.49 1527.20 1.00 1067 262 64 15 FALSE 0.06
non-small cell lung cancer KRAS_12-61 SDHB Any deletion 1882 148 0.41 0.06 0.72 1547.01 1.00 4436 1824 90 58 FALSE 1.81
pancreatic cancer KRAS_12-61 SDHB Any deletion 1567 80 -0.60 -1.03 -0.14 1354.10 1.00 490 1518 31 49 FALSE 2.06
uterine cancer KRAS_12-61 SDHB Any deletion 280 64 -0.23 -0.91 0.42 1505.19 1.00 1495 272 56 8 FALSE 0.28
ovarian cancer KRAS_12-61 SDHB Any deletion 157 117 0.86 0.40 1.33 1414.21 1.00 1340 133 93 24 FALSE 3.49
hepatobiliary cancer KRAS_12-61 SDHB Any deletion 109 69 0.35 -0.36 1.02 1321.31 1.00 892 99 59 10 FALSE 0.50
colorectal cancer KRAS_12-61 SDHD Any deletion 1563 113 0.16 -0.22 0.54 1398.77 1.00 2381 1513 63 50 FALSE 0.40
cancer of unknown primary KRAS_12-61 SDHD Any deletion 277 100 -0.60 -1.21 -0.07 1427.53 1.00 1042 266 89 11 FALSE 1.41
non-small cell lung cancer KRAS_12-61 SDHD Any deletion 1882 145 -0.29 -0.66 0.05 1522.36 1.00 4416 1847 110 35 FALSE 0.93
uterine cancer KRAS_12-61 SDHD Any deletion 280 71 -0.46 -1.11 0.17 1464.75 1.00 1487 273 64 7 FALSE 0.75
ovarian cancer KRAS_12-61 SDHD Any deletion 157 84 -0.04 -0.67 0.56 1351.18 1.00 1358 148 75 9 FALSE 0.05
colorectal cancer KRAS_12-61 SMARCB1 Any deletion 1598 217 0.40 0.15 0.66 1440.40 1.00 2384 1492 111 106 TRUE 2.61
cancer of unknown primary KRAS_12-61 SMARCB1 Any deletion 278 78 -0.33 -0.94 0.27 1592.62 1.00 1075 266 66 12 TRUE 0.54
non-small cell lung cancer KRAS_12-61 SMARCB1 Any deletion 1916 118 0.06 -0.33 0.43 1469.53 1.00 4524 1879 81 37 TRUE 0.11
pancreatic cancer KRAS_12-61 SMARCB1 Any deletion 1578 63 -0.66 -1.16 -0.17 1483.43 1.00 501 1540 25 38 TRUE 2.04
uterine cancer KRAS_12-61 SMARCB1 Any deletion 280 77 -0.88 -1.71 -0.11 1437.39 1.00 1493 275 72 5 TRUE 1.54
ovarian cancer KRAS_12-61 SMARCB1 Any deletion 160 165 -0.58 -1.27 0.00 1057.22 1.00 1308 150 155 10 TRUE 1.16
colorectal cancer KRAS_12-61 SRSF2 Any deletion 1360 88 0.16 -0.30 0.61 1388.65 1.00 2116 1322 50 38 FALSE 0.32
ovarian cancer KRAS_12-61 SRSF2 Any deletion 139 72 -1.86 -3.73 -0.40 1528.25 1.00 1225 138 71 1 FALSE 1.44
colorectal cancer KRAS_12-61 STAT3 Any deletion 1483 88 0.39 -0.02 0.81 1366.84 1.00 2273 1439 44 44 FALSE 1.14
uterine cancer KRAS_12-61 STAT3 Any deletion 267 67 -0.71 -1.64 0.09 1458.14 1.00 1386 261 61 6 FALSE 0.98
ovarian cancer KRAS_12-61 STAT3 Any deletion 147 160 -1.43 -2.40 -0.57 1541.50 1.00 1194 143 156 4 FALSE 2.67
colorectal cancer KRAS_12-61 SUFU Any deletion 1589 169 0.07 -0.24 0.36 1371.47 1.00 2387 1518 98 71 TRUE 0.19
cancer of unknown primary KRAS_12-61 SUFU Any deletion 277 74 -0.70 -1.34 -0.07 1270.16 1.00 1072 269 66 8 TRUE 1.48
non-small cell lung cancer KRAS_12-61 SUFU Any deletion 1891 187 -0.86 -1.26 -0.49 1299.53 1.00 4396 1863 159 28 TRUE 5.14
uterine cancer KRAS_12-61 SUFU Any deletion 280 57 -0.97 -1.86 -0.21 1432.69 1.00 1508 277 54 3 TRUE 1.65
ovarian cancer KRAS_12-61 SUFU Any deletion 160 80 -0.74 -1.62 0.00 1459.46 1.00 1387 156 76 4 TRUE 1.13
colorectal cancer KRAS_12-61 SUZ12 Any deletion 1441 91 0.40 -0.03 0.83 1497.15 1.00 2248 1396 46 45 FALSE 1.16
uterine cancer KRAS_12-61 SUZ12 Any deletion 275 58 -0.97 -2.00 -0.08 1265.01 1.00 1473 271 54 4 FALSE 1.26
ovarian cancer KRAS_12-61 SUZ12 Any deletion 149 176 -1.81 -2.96 -0.89 1239.71 1.00 1206 146 173 3 FALSE 3.11
colorectal cancer KRAS_12-61 TMPRSS2 Any deletion 1530 113 -0.42 -0.83 -0.04 1432.35 1.00 2301 1496 79 34 FALSE 1.40
non-small cell lung cancer KRAS_12-61 TMPRSS2 Any deletion 1749 82 -0.18 -0.65 0.29 1598.51 1.00 4133 1727 60 22 FALSE 0.33
pancreatic cancer KRAS_12-61 TMPRSS2 Any deletion 1552 61 -0.32 -0.87 0.26 1552.67 1.00 487 1510 19 42 FALSE 0.59
ovarian cancer KRAS_12-61 TMPRSS2 Any deletion 135 56 -0.40 -1.40 0.47 1483.20 1.00 1216 131 52 4 FALSE 0.40
colorectal cancer KRAS_12-61 VHL Any deletion 1597 85 0.17 -0.24 0.57 1425.58 1.00 2447 1559 47 38 TRUE 0.37
cancer of unknown primary KRAS_12-61 VHL Any deletion 278 107 -0.45 -1.01 0.06 1606.14 1.00 1047 263 92 15 TRUE 0.98
non-small cell lung cancer KRAS_12-61 VHL Any deletion 1916 307 -0.33 -0.60 -0.07 1585.64 1.00 4362 1844 235 72 TRUE 1.81
pancreatic cancer KRAS_12-61 VHL Any deletion 1573 53 -0.81 -1.33 -0.25 1403.78 1.00 502 1543 23 30 TRUE 2.49
ovarian cancer KRAS_12-61 VHL Any deletion 160 66 -1.08 -2.26 -0.10 1554.77 1.00 1399 158 64 2 TRUE 1.27
colorectal cancer KRAS_12-61 YAP1 Any deletion 1136 52 0.05 -0.46 0.58 1525.80 1.00 1757 1114 30 22 FALSE 0.07
cancer of unknown primary KRAS_12-61 YAP1 Any deletion 206 58 -0.48 -1.23 0.18 1351.36 1.00 818 199 51 7 FALSE 0.72
non-small cell lung cancer KRAS_12-61 YAP1 Any deletion 1310 53 -0.36 -0.95 0.21 1420.12 1.00 3160 1298 41 12 FALSE 0.64
colorectal cancer KRAS_12-61 CTNNA1 Any deletion 410 92 -1.11 -1.64 -0.65 1375.82 1.00 539 394 76 16 FALSE 4.74
non-small cell lung cancer KRAS_12-61 CTNNA1 Any deletion 309 86 -0.75 -1.28 -0.22 1171.52 1.00 617 291 68 18 FALSE 2.20
colorectal cancer KRAS_12-61 ETV4 Any deletion 715 80 0.18 -0.29 0.62 1509.71 1.00 1078 679 44 36 FALSE 0.37
uterine cancer KRAS_12-61 ETV4 Any deletion 124 52 -1.52 -2.91 -0.42 1408.60 1.00 613 122 50 2 FALSE 1.80
ovarian cancer KRAS_12-61 ETV4 Any deletion 97 124 -1.90 -3.28 -0.90 1459.01 1.00 698 95 122 2 FALSE 2.74
colorectal cancer KRAS_12-61 EWSR1 Any deletion 715 214 0.38 0.11 0.66 1117.86 1.00 1010 613 112 102 TRUE 2.18
cancer of unknown primary KRAS_12-61 EWSR1 Any deletion 121 63 -0.15 -0.81 0.46 1415.53 1.00 475 110 52 11 TRUE 0.20
non-small cell lung cancer KRAS_12-61 EWSR1 Any deletion 841 136 -0.03 -0.40 0.33 1517.91 1.00 1777 799 94 42 TRUE 0.06
pancreatic cancer KRAS_12-61 EWSR1 Any deletion 431 61 -0.23 -0.74 0.28 1443.82 1.00 168 392 22 39 TRUE 0.43
uterine cancer KRAS_12-61 EWSR1 Any deletion 124 78 -1.08 -2.00 -0.32 1497.51 1.00 589 120 74 4 TRUE 1.94
ovarian cancer KRAS_12-61 EWSR1 Any deletion 97 168 -0.70 -1.37 -0.08 1374.89 1.00 662 87 158 10 TRUE 1.52
colorectal cancer KRAS_12-61 FANCD2 Any deletion 716 88 0.21 -0.20 0.64 1646.26 1.00 1075 676 48 40 TRUE 0.49
cancer of unknown primary KRAS_12-61 FANCD2 Any deletion 121 102 -0.27 -0.84 0.26 1131.26 1.00 442 105 86 16 TRUE 0.46
non-small cell lung cancer KRAS_12-61 FANCD2 Any deletion 841 300 -0.45 -0.74 -0.17 1360.57 1.00 1648 772 231 69 TRUE 2.71
pancreatic cancer KRAS_12-61 FANCD2 Any deletion 435 54 -0.46 -0.97 0.11 1341.49 1.00 169 403 22 32 TRUE 0.98
ovarian cancer KRAS_12-61 FANCD2 Any deletion 97 66 -1.08 -2.28 -0.10 1425.13 1.00 756 95 64 2 TRUE 1.31
colorectal cancer KRAS_12-61 FANCI Any deletion 411 84 -0.32 -0.78 0.10 1459.03 1.00 559 384 57 27 TRUE 0.81
non-small cell lung cancer KRAS_12-61 FANCI Any deletion 309 62 -0.19 -0.70 0.31 1435.95 1.00 649 291 44 18 TRUE 0.34
colorectal cancer KRAS_12-61 FANCM Any deletion 410 107 -0.45 -0.88 -0.01 1127.01 1.00 541 377 74 33 TRUE 1.38
colorectal cancer KRAS_12-61 KAT6A Any deletion 410 89 -0.41 -0.84 0.02 1704.04 1.00 555 381 60 29 FALSE 1.24
non-small cell lung cancer KRAS_12-61 KAT6A Any deletion 309 112 -0.53 -0.98 -0.12 1269.71 1.00 597 285 88 24 FALSE 1.86
colorectal cancer KRAS_12-61 MYCL Any deletion 1590 163 0.01 -0.30 0.32 1573.29 1.00 2387 1526 99 64 FALSE 0.03
non-small cell lung cancer KRAS_12-61 MYCL Any deletion 1891 111 0.63 0.26 1.01 1464.92 1.00 4501 1842 62 49 FALSE 2.96
pancreatic cancer KRAS_12-61 MYCL Any deletion 1578 59 -1.16 -1.67 -0.64 1415.86 1.00 495 1550 31 28 FALSE 4.83
ovarian cancer KRAS_12-61 MYCL Any deletion 160 53 1.53 0.94 2.13 1552.88 1.00 1428 142 35 18 FALSE 6.25
colorectal cancer KRAS_12-61 RPA1 Any deletion 410 292 -0.21 -0.50 0.07 1504.55 1.00 428 305 187 105 FALSE 0.86
cancer of unknown primary KRAS_12-61 RPA1 Any deletion 60 76 0.46 -0.14 1.04 1489.96 1.00 249 43 59 17 FALSE 0.85
non-small cell lung cancer KRAS_12-61 RPA1 Any deletion 309 164 0.18 -0.17 0.54 1438.60 1.00 577 253 108 56 FALSE 0.50
pancreatic cancer KRAS_12-61 RPA1 Any deletion 244 85 1.57 0.86 2.32 1494.95 1.00 97 166 7 78 FALSE 4.62
colorectal cancer KRAS_12-61 XRCC3 Any deletion 410 104 -0.41 -0.86 0.04 1384.57 1.00 544 377 71 33 FALSE 1.16
colorectal cancer KRAS_12-61 FAS Any deletion 689 196 0.15 -0.15 0.44 1465.36 1.00 970 604 111 85 FALSE 0.49
cancer of unknown primary KRAS_12-61 FAS Any deletion 121 70 -0.77 -1.48 -0.07 1420.32 1.00 456 114 63 7 FALSE 1.53
non-small cell lung cancer KRAS_12-61 FAS Any deletion 832 178 -0.94 -1.32 -0.57 1637.98 1.00 1691 805 151 27 FALSE 5.82
uterine cancer KRAS_12-61 FAS Any deletion 124 53 -0.97 -1.89 -0.19 1439.75 1.00 600 121 50 3 FALSE 1.71
ovarian cancer KRAS_12-61 FAS Any deletion 94 78 -0.81 -1.63 -0.10 1519.88 1.00 716 90 74 4 FALSE 1.39
colorectal cancer KRAS_12-61 GATA4 Any deletion 689 602 -0.33 -0.53 -0.13 1525.23 1.00 682 486 399 203 FALSE 2.89
cancer of unknown primary KRAS_12-61 GATA4 Any deletion 121 117 -0.07 -0.60 0.44 1483.23 1.00 422 99 95 22 FALSE 0.10
non-small cell lung cancer KRAS_12-61 GATA4 Any deletion 832 481 -0.28 -0.50 -0.07 1537.50 1.00 1488 705 354 127 FALSE 1.98
pancreatic cancer KRAS_12-61 GATA4 Any deletion 425 84 0.54 0.01 1.04 1659.76 1.00 170 357 16 68 FALSE 1.39
uterine cancer KRAS_12-61 GATA4 Any deletion 124 95 -0.79 -1.52 -0.13 1431.97 1.00 558 116 87 8 FALSE 1.61
ovarian cancer KRAS_12-61 GATA4 Any deletion 94 238 -1.15 -1.81 -0.56 1426.77 1.00 562 84 228 10 FALSE 3.54
colorectal cancer KRAS_12-61 GATA6 Any deletion 689 521 -0.05 -0.24 0.16 1401.03 1.00 758 491 323 198 FALSE 0.18
cancer of unknown primary KRAS_12-61 GATA6 Any deletion 121 56 -0.79 -1.68 -0.09 1387.21 1.00 466 116 51 5 FALSE 1.32
non-small cell lung cancer KRAS_12-61 GATA6 Any deletion 832 216 -0.46 -0.78 -0.14 1533.04 1.00 1675 783 167 49 FALSE 2.22
ovarian cancer KRAS_12-61 GATA6 Any deletion 94 88 0.06 -0.62 0.65 1630.13 1.00 713 83 77 11 FALSE 0.07
colorectal cancer KRAS_12-61 PDCD1LG2 Any deletion 1134 82 -0.50 -0.99 -0.05 1554.69 1.00 1709 1111 59 23 FALSE 1.44
cancer of unknown primary KRAS_12-61 PDCD1LG2 Any deletion 236 114 0.24 -0.22 0.69 1538.57 1.00 897 209 87 27 FALSE 0.53
non-small cell lung cancer KRAS_12-61 PDCD1LG2 Any deletion 1378 329 -0.35 -0.62 -0.11 1412.65 1.00 2947 1300 251 78 FALSE 2.19
pancreatic cancer KRAS_12-61 PDCD1LG2 Any deletion 1111 99 0.25 -0.22 0.71 1634.86 1.00 347 1032 20 79 FALSE 0.52
uterine cancer KRAS_12-61 PDCD1LG2 Any deletion 230 63 -0.72 -1.54 -0.04 1550.61 1.00 1170 225 58 5 FALSE 1.16
ovarian cancer KRAS_12-61 PDCD1LG2 Any deletion 131 115 0.02 -0.64 0.60 1487.56 1.00 1110 119 103 12 FALSE 0.02
colorectal cancer KRAS_12-61 PPARG Any deletion 1076 69 0.16 -0.30 0.63 1248.21 1.00 1626 1045 38 31 FALSE 0.29
cancer of unknown primary KRAS_12-61 PPARG Any deletion 230 104 -0.36 -0.92 0.18 1558.01 1.00 843 214 88 16 FALSE 0.73
non-small cell lung cancer KRAS_12-61 PPARG Any deletion 1236 251 -0.42 -0.72 -0.13 1591.96 1.00 2650 1179 194 57 FALSE 2.25
pancreatic cancer KRAS_12-61 PPARG Any deletion 1095 51 -0.93 -1.49 -0.38 1463.31 1.00 326 1067 23 28 FALSE 2.99
ovarian cancer KRAS_12-61 PPARG Any deletion 106 61 -0.70 -1.80 0.24 1513.95 1.00 960 103 58 3 FALSE 0.75
colorectal cancer KRAS_12-61 QKI Any deletion 630 67 0.17 -0.29 0.66 1596.80 1.00 939 600 37 30 FALSE 0.31
cancer of unknown primary KRAS_12-61 QKI Any deletion 115 71 -0.66 -1.35 -0.01 1390.57 1.00 402 107 63 8 FALSE 1.26
non-small cell lung cancer KRAS_12-61 QKI Any deletion 690 217 0.10 -0.20 0.38 1614.56 1.00 1337 616 143 74 FALSE 0.31
pancreatic cancer KRAS_12-61 QKI Any deletion 404 85 0.14 -0.38 0.66 1516.31 1.00 144 342 23 62 FALSE 0.22
ovarian cancer KRAS_12-61 QKI Any deletion 69 136 -0.46 -1.10 0.15 1228.19 1.00 469 59 126 10 FALSE 0.83
colorectal cancer KRAS_12-61 TP53BP1 Any deletion 829 110 -0.40 -0.83 0.00 1482.42 1.00 1185 795 76 34 FALSE 1.29
non-small cell lung cancer KRAS_12-61 TP53BP1 Any deletion 846 113 -0.02 -0.42 0.37 1522.06 1.00 1933 812 79 34 FALSE 0.03
ovarian cancer KRAS_12-61 TP53BP1 Any deletion 67 66 -0.67 -1.74 0.23 1423.05 1.00 637 64 63 3 FALSE 0.72
colorectal cancer KRAS_12-61 ZNRF3 Any deletion 443 103 0.42 0.02 0.84 1681.30 1.00 627 392 52 51 FALSE 1.37
non-small cell lung cancer KRAS_12-61 ZNRF3 Any deletion 442 56 0.11 -0.49 0.64 1446.58 1.00 981 423 37 19 FALSE 0.15
ovarian cancer KRAS_12-61 ZNRF3 Any deletion 55 57 -0.86 -2.17 0.12 1556.92 1.00 417 53 55 2 FALSE 0.87
colorectal cancer KRAS_12-61 BCL2L12 Any deletion 567 56 -0.23 -0.77 0.29 1511.51 1.00 894 548 37 19 FALSE 0.40
non-small cell lung cancer KRAS_12-61 BCL2L12 Any deletion 792 160 -0.42 -0.81 -0.07 1608.99 1.00 1581 754 122 38 FALSE 1.60
ovarian cancer KRAS_12-61 BCL2L12 Any deletion 86 85 -0.22 -0.94 0.47 1240.10 1.01 659 78 77 8 FALSE 0.26
colorectal cancer KRAS_12-61 BUB1B Any deletion 567 212 -0.33 -0.65 -0.03 1403.71 1.00 786 500 145 67 TRUE 1.47
cancer of unknown primary KRAS_12-61 BUB1B Any deletion 111 58 -0.73 -1.40 -0.06 1560.13 1.00 424 105 52 6 TRUE 1.42
non-small cell lung cancer KRAS_12-61 BUB1B Any deletion 792 227 -0.36 -0.67 -0.08 1534.48 1.00 1534 734 169 58 TRUE 1.78
uterine cancer KRAS_12-61 BUB1B Any deletion 119 76 -0.71 -1.37 -0.12 1299.59 1.00 552 112 69 7 TRUE 1.56
ovarian cancer KRAS_12-61 BUB1B Any deletion 86 120 -1.05 -1.87 -0.34 1464.48 1.00 620 82 116 4 TRUE 2.23
colorectal cancer KRAS_12-61 CD58 Any deletion 305 68 0.35 -0.09 0.78 1450.10 1.00 470 274 37 31 FALSE 0.89
non-small cell lung cancer KRAS_12-61 CD58 Any deletion 532 90 0.14 -0.29 0.53 1484.82 1.00 1126 502 60 30 FALSE 0.28
colorectal cancer KRAS_12-61 CIITA Any deletion 567 65 -0.10 -0.60 0.38 1283.57 1.00 890 543 41 24 FALSE 0.16
non-small cell lung cancer KRAS_12-61 CIITA Any deletion 792 61 -0.67 -1.28 -0.09 1407.83 1.00 1654 780 49 12 FALSE 1.53
ovarian cancer KRAS_12-61 CIITA Any deletion 86 85 -0.67 -1.56 0.06 1247.66 1.00 656 81 80 5 FALSE 0.97
colorectal cancer KRAS_12-61 GSTM5 Any deletion 305 94 0.27 -0.16 0.67 1557.10 1.00 453 265 54 40 FALSE 0.69
non-small cell lung cancer KRAS_12-61 GSTM5 Any deletion 532 108 0.22 -0.18 0.61 1610.49 1.00 1117 493 69 39 FALSE 0.54
colorectal cancer KRAS_12-61 KDM6B Any deletion 305 306 0.29 0.00 0.58 1581.69 1.00 329 177 178 128 FALSE 1.27
non-small cell lung cancer KRAS_12-61 KDM6B Any deletion 532 291 -0.52 -0.81 -0.23 1573.29 1.00 960 467 226 65 FALSE 3.31
pancreatic cancer KRAS_12-61 KDM6B Any deletion 186 57 1.39 0.69 2.24 1454.68 1.00 81 134 5 52 FALSE 3.23
uterine cancer KRAS_12-61 KDM6B Any deletion 81 76 -0.82 -1.61 -0.10 1581.91 1.00 354 75 70 6 FALSE 1.41
ovarian cancer KRAS_12-61 KDM6B Any deletion 64 148 -0.78 -1.48 -0.14 1542.40 1.00 374 55 139 9 FALSE 1.62
colorectal cancer KRAS_12-61 PRAME Any deletion 305 118 0.52 0.13 0.91 1284.23 1.00 447 247 60 58 FALSE 2.05
non-small cell lung cancer KRAS_12-61 PRAME Any deletion 532 60 -0.11 -0.68 0.40 1641.12 1.00 1144 514 42 18 FALSE 0.16
uterine cancer KRAS_12-61 PRAME Any deletion 81 52 -0.52 -1.41 0.18 1573.94 1.00 377 76 47 5 FALSE 0.66
ovarian cancer KRAS_12-61 PRAME Any deletion 64 103 -0.44 -1.20 0.21 1599.86 1.00 418 56 95 8 FALSE 0.67
colorectal cancer KRAS_12-61 PRF1 Any deletion 567 116 -0.13 -0.51 0.26 1532.31 1.00 858 524 73 43 FALSE 0.30
cancer of unknown primary KRAS_12-61 PRF1 Any deletion 111 51 -0.60 -1.33 0.05 1216.93 1.00 431 105 45 6 FALSE 1.02
non-small cell lung cancer KRAS_12-61 PRF1 Any deletion 792 142 -0.89 -1.31 -0.51 1327.49 1.00 1583 770 120 22 FALSE 4.62
colorectal cancer KRAS_12-61 PRKCZ Any deletion 305 101 -0.03 -0.47 0.36 1247.97 1.00 442 269 65 36 FALSE 0.05
non-small cell lung cancer KRAS_12-61 PRKCZ Any deletion 532 95 0.32 -0.11 0.73 1525.59 1.00 1127 496 59 36 FALSE 0.86
ovarian cancer KRAS_12-61 PRKCZ Any deletion 64 62 1.05 0.38 1.68 1495.50 1.00 467 48 46 16 FALSE 2.81
colorectal cancer KRAS_12-61 PRPF8 Any deletion 305 259 0.23 -0.06 0.53 1574.31 1.00 356 197 151 108 FALSE 0.92
non-small cell lung cancer KRAS_12-61 PRPF8 Any deletion 532 260 -0.43 -0.73 -0.14 1590.81 1.00 988 470 198 62 FALSE 2.34
uterine cancer KRAS_12-61 PRPF8 Any deletion 81 65 -0.99 -1.89 -0.25 1572.92 1.00 363 77 61 4 FALSE 1.74
ovarian cancer KRAS_12-61 PRPF8 Any deletion 64 134 -1.02 -1.81 -0.36 1252.61 1.00 385 58 128 6 FALSE 2.17
colorectal cancer KRAS_12-61 RPL26 Any deletion 305 270 0.27 -0.02 0.59 1395.47 1.00 351 191 156 114 FALSE 1.14
non-small cell lung cancer KRAS_12-61 RPL26 Any deletion 532 251 -0.49 -0.81 -0.17 1622.27 1.00 992 475 194 57 FALSE 2.60
uterine cancer KRAS_12-61 RPL26 Any deletion 81 61 -0.93 -1.85 -0.15 1342.02 1.00 367 77 57 4 FALSE 1.46
ovarian cancer KRAS_12-61 RPL26 Any deletion 64 135 -0.78 -1.47 -0.16 1567.75 1.00 386 56 127 8 FALSE 1.64
colorectal cancer KRAS_12-61 SETBP1 Any deletion 618 732 0.13 -0.08 0.34 1554.12 1.00 551 325 439 293 FALSE 0.68
cancer of unknown primary KRAS_12-61 SETBP1 Any deletion 113 111 0.10 -0.41 0.56 1474.47 1.00 397 90 88 23 FALSE 0.16
non-small cell lung cancer KRAS_12-61 SETBP1 Any deletion 809 348 -0.51 -0.79 -0.27 1426.43 1.00 1497 731 270 78 FALSE 3.88
pancreatic cancer KRAS_12-61 SETBP1 Any deletion 382 157 0.82 0.40 1.25 1525.75 1.00 135 254 29 128 FALSE 3.80
uterine cancer KRAS_12-61 SETBP1 Any deletion 121 52 -0.39 -1.18 0.33 1561.64 1.00 581 115 46 6 FALSE 0.49
ovarian cancer KRAS_12-61 SETBP1 Any deletion 90 151 -0.30 -0.88 0.28 1424.31 1.00 602 77 138 13 FALSE 0.50
colorectal cancer KRAS_12-61 SMC3 Any deletion 567 148 0.22 -0.12 0.55 1522.88 1.00 848 502 83 65 FALSE 0.74
cancer of unknown primary KRAS_12-61 SMC3 Any deletion 111 72 -0.56 -1.26 0.05 1605.12 1.00 415 102 63 9 FALSE 1.04
non-small cell lung cancer KRAS_12-61 SMC3 Any deletion 792 181 -1.03 -1.45 -0.63 1506.75 1.00 1548 766 155 26 FALSE 6.32
ovarian cancer KRAS_12-61 SMC3 Any deletion 86 63 -0.80 -1.75 0.04 1455.03 1.00 676 83 60 3 FALSE 1.09
colorectal cancer KRAS_12-61 WRN Any deletion 567 585 -0.38 -0.61 -0.16 1404.44 1.00 535 378 396 189 TRUE 3.22
cancer of unknown primary KRAS_12-61 WRN Any deletion 111 117 0.19 -0.31 0.66 1470.52 1.00 385 85 91 26 TRUE 0.35
non-small cell lung cancer KRAS_12-61 WRN Any deletion 792 510 -0.30 -0.53 -0.09 1576.12 1.00 1329 656 374 136 TRUE 2.21
pancreatic cancer KRAS_12-61 WRN Any deletion 375 107 0.96 0.42 1.49 1636.74 1.00 143 283 15 92 TRUE 3.40
uterine cancer KRAS_12-61 WRN Any deletion 119 102 -0.85 -1.58 -0.19 1477.05 1.00 527 111 94 8 TRUE 1.75
ovarian cancer KRAS_12-61 WRN Any deletion 86 232 -1.09 -1.73 -0.52 1559.91 1.00 514 76 222 10 TRUE 3.43
colorectal cancer KRAS_12-61 XPC Any deletion 567 83 0.26 -0.17 0.70 1420.89 1.00 886 529 45 38 TRUE 0.64
cancer of unknown primary KRAS_12-61 XPC Any deletion 111 106 -0.36 -0.90 0.19 1429.89 1.00 386 95 90 16 TRUE 0.72
non-small cell lung cancer KRAS_12-61 XPC Any deletion 792 304 -0.54 -0.81 -0.27 1445.26 1.00 1467 724 236 68 TRUE 3.82
pancreatic cancer KRAS_12-61 XPC Any deletion 374 56 -0.60 -1.13 -0.08 1608.67 1.00 134 342 24 32 TRUE 1.55
ovarian cancer KRAS_12-61 XPC Any deletion 86 68 -1.16 -2.35 -0.20 1635.54 1.00 670 84 66 2 TRUE 1.47
colorectal cancer KRAS_12-61 DEPDC5 Any deletion 246 92 0.46 0.01 0.86 1386.64 1.00 354 202 48 44 FALSE 1.43
non-small cell lung cancer KRAS_12-61 DEPDC5 Any deletion 390 74 -0.03 -0.50 0.43 1468.69 1.00 773 367 51 23 FALSE 0.05
colorectal cancer KRAS_12-61 SS18 Any deletion 508 625 0.16 -0.07 0.38 1312.38 1.00 450 259 376 249 FALSE 0.77
cancer of unknown primary KRAS_12-61 SS18 Any deletion 105 81 0.05 -0.54 0.59 1627.01 1.00 361 88 64 17 FALSE 0.07
non-small cell lung cancer KRAS_12-61 SS18 Any deletion 650 236 -0.53 -0.85 -0.22 1568.72 1.00 1159 596 182 54 FALSE 2.92
pancreatic cancer KRAS_12-61 SS18 Any deletion 353 110 0.60 0.13 1.10 1416.51 1.00 118 264 21 89 FALSE 1.78
ovarian cancer KRAS_12-61 SS18 Any deletion 61 82 0.02 -0.70 0.69 1556.25 1.00 468 52 73 9 FALSE 0.02
colorectal cancer KRAS_12-61 BCL11B Any deletion 262 106 -0.45 -0.88 -0.04 1278.85 1.00 350 230 74 32 FALSE 1.38
colorectal cancer KRAS_12-61 COL7A1 Any deletion 262 54 0.24 -0.27 0.78 1403.11 1.00 395 237 29 25 FALSE 0.43
non-small cell lung cancer KRAS_12-61 COL7A1 Any deletion 260 137 -0.28 -0.71 0.12 1344.53 1.00 418 222 99 38 FALSE 0.76
colorectal cancer KRAS_12-61 DMC1 Any deletion 262 114 0.44 0.07 0.84 1320.45 1.00 363 209 61 53 FALSE 1.60
non-small cell lung cancer KRAS_12-61 DMC1 Any deletion 260 54 0.29 -0.26 0.81 1488.83 1.00 485 238 32 22 FALSE 0.56
colorectal cancer KRAS_12-61 ERCC6 Any deletion 262 58 -0.46 -1.03 0.08 358.63 1.00 385 243 39 19 FALSE 0.98
non-small cell lung cancer KRAS_12-61 ERCC6 Any deletion 260 57 -0.92 -1.65 -0.19 548.58 1.01 468 252 49 8 FALSE 2.00
colorectal cancer KRAS_12-61 FAH Any deletion 262 97 -0.18 -0.62 0.23 1416.55 1.00 360 229 64 33 FALSE 0.40
non-small cell lung cancer KRAS_12-61 FAH Any deletion 260 68 -0.23 -0.72 0.23 1457.83 1.00 469 240 48 20 FALSE 0.46
colorectal cancer KRAS_12-61 FAN1 Any deletion 262 111 -0.43 -0.80 -0.08 1521.37 1.00 345 230 79 32 FALSE 1.74
non-small cell lung cancer KRAS_12-61 FAN1 Any deletion 260 113 -0.37 -0.74 0.01 1497.77 1.00 436 228 81 32 FALSE 1.32
colorectal cancer KRAS_12-61 HABP2 Any deletion 262 74 -0.11 -0.66 0.46 654.53 1.01 379 233 45 29 FALSE 0.16
non-small cell lung cancer KRAS_12-61 HABP2 Any deletion 260 71 -1.10 -1.81 -0.48 1048.13 1.00 455 251 62 9 FALSE 2.72
colorectal cancer KRAS_12-61 HELQ Any deletion 262 132 -0.21 -0.59 0.17 1318.01 1.00 338 216 86 46 FALSE 0.54
non-small cell lung cancer KRAS_12-61 HELQ Any deletion 260 61 -0.83 -1.48 -0.22 1435.25 1.00 467 249 50 11 FALSE 1.95
colorectal cancer KRAS_12-61 ITK Any deletion 262 91 -1.09 -1.65 -0.61 1328.65 1.00 349 246 75 16 FALSE 4.36
non-small cell lung cancer KRAS_12-61 ITK Any deletion 260 76 -0.84 -1.39 -0.35 1472.36 1.00 457 244 60 16 FALSE 2.80
colorectal cancer KRAS_12-61 KAT6B Any deletion 262 63 -0.18 -0.79 0.37 597.50 1.00 385 238 39 24 FALSE 0.26
non-small cell lung cancer KRAS_12-61 KAT6B Any deletion 260 66 -1.30 -2.14 -0.57 1373.35 1.00 458 253 59 7 FALSE 2.86
colorectal cancer KRAS_12-61 KIF1B Any deletion 262 132 0.50 0.12 0.90 1200.15 1.00 355 199 69 63 FALSE 1.95
non-small cell lung cancer KRAS_12-61 KIF1B Any deletion 260 61 0.38 -0.12 0.91 1416.41 1.00 482 234 35 26 FALSE 0.86
colorectal cancer KRAS_12-61 KLLN Any deletion 262 97 0.22 -0.24 0.67 1246.12 1.00 370 219 54 43 FALSE 0.46
non-small cell lung cancer KRAS_12-61 KLLN Any deletion 260 79 -1.21 -1.90 -0.54 1459.11 1.00 448 250 69 10 FALSE 3.20
colorectal cancer KRAS_12-61 MCM8 Any deletion 262 67 0.27 -0.17 0.75 1446.85 1.00 388 231 36 31 FALSE 0.60
non-small cell lung cancer KRAS_12-61 MCM8 Any deletion 260 56 -0.01 -0.58 0.47 900.82 1.00 478 243 39 17 FALSE 0.01
colorectal cancer KRAS_12-61 MLH3 Any deletion 262 108 -0.15 -0.58 0.30 1481.70 1.00 353 225 71 37 FALSE 0.29
non-small cell lung cancer KRAS_12-61 MLH3 Any deletion 260 52 0.22 -0.35 0.81 1582.43 1.00 486 239 31 21 FALSE 0.36
colorectal cancer KRAS_12-61 MTA1 Any deletion 262 101 -0.39 -0.86 0.06 1086.94 1.00 354 231 70 31 FALSE 1.01
colorectal cancer KRAS_12-61 MTAP Any deletion 313 51 -0.28 -0.87 0.28 1476.43 1.00 449 296 34 17 FALSE 0.47
cancer of unknown primary KRAS_12-61 MTAP Any deletion 52 107 0.71 0.14 1.33 1565.98 1.00 184 26 81 26 FALSE 1.79
non-small cell lung cancer KRAS_12-61 MTAP Any deletion 277 206 -0.33 -0.67 0.02 1505.82 1.00 430 222 151 55 FALSE 1.22
pancreatic cancer KRAS_12-61 MTAP Any deletion 196 102 0.84 0.28 1.41 1469.69 1.00 59 113 19 83 FALSE 2.49
colorectal cancer KRAS_12-61 NEIL1 Any deletion 262 100 -0.21 -0.63 0.18 1359.78 1.00 357 229 67 33 FALSE 0.51
non-small cell lung cancer KRAS_12-61 NEIL1 Any deletion 260 72 -0.22 -0.65 0.24 1477.13 1.00 467 238 50 22 FALSE 0.45
colorectal cancer KRAS_12-61 NEIL2 Any deletion 262 327 -0.28 -0.59 0.01 1458.60 1.00 210 149 214 113 FALSE 1.22
non-small cell lung cancer KRAS_12-61 NEIL2 Any deletion 260 200 -0.47 -0.81 -0.10 1384.99 1.00 369 208 148 52 FALSE 2.00
pancreatic cancer KRAS_12-61 NEIL2 Any deletion 188 59 0.46 -0.14 1.15 1501.58 1.00 61 140 11 48 FALSE 0.80
colorectal cancer KRAS_12-61 NEIL3 Any deletion 262 151 -0.32 -0.67 0.05 1381.59 1.00 322 213 102 49 FALSE 1.03
non-small cell lung cancer KRAS_12-61 NEIL3 Any deletion 260 77 -0.56 -1.11 -0.07 1545.22 1.00 458 242 59 18 FALSE 1.45
colorectal cancer KRAS_12-61 NRG1 Any deletion 313 280 -0.30 -0.58 0.01 1540.49 1.00 299 217 184 96 FALSE 1.35
cancer of unknown primary KRAS_12-61 NRG1 Any deletion 52 57 0.26 -0.40 0.90 1442.73 1.00 219 40 45 12 FALSE 0.34
non-small cell lung cancer KRAS_12-61 NRG1 Any deletion 277 174 -0.26 -0.63 0.07 1380.36 1.00 455 229 126 48 FALSE 0.81
pancreatic cancer KRAS_12-61 NRG1 Any deletion 196 59 0.67 0.02 1.31 1428.01 1.00 68 147 10 49 FALSE 1.35
colorectal cancer KRAS_12-61 NT5C2 Any deletion 262 93 0.04 -0.40 0.49 1444.80 1.00 369 224 55 38 FALSE 0.06
non-small cell lung cancer KRAS_12-61 NT5C2 Any deletion 260 72 -1.18 -1.97 -0.54 1520.59 1.00 454 251 63 9 FALSE 2.95
colorectal cancer KRAS_12-61 PML Any deletion 262 96 -0.19 -0.62 0.21 1510.92 1.00 360 230 64 32 FALSE 0.45
non-small cell lung cancer KRAS_12-61 PML Any deletion 260 72 -0.15 -0.63 0.32 1149.76 1.00 468 237 49 23 FALSE 0.28
colorectal cancer KRAS_12-61 POLB Any deletion 262 82 -0.44 -0.85 -0.04 1138.27 1.00 368 236 56 26 FALSE 1.42
non-small cell lung cancer KRAS_12-61 POLB Any deletion 260 111 -0.57 -1.02 -0.22 138.99 1.02 430 236 87 24 FALSE 2.09
colorectal cancer KRAS_12-61 PTK2B Any deletion 262 328 -0.36 -0.66 -0.07 1637.40 1.00 206 152 218 110 FALSE 1.72
non-small cell lung cancer KRAS_12-61 PTK2B Any deletion 260 211 -0.41 -0.76 -0.06 1420.91 1.00 363 203 154 57 FALSE 1.65
pancreatic cancer KRAS_12-61 PTK2B Any deletion 188 68 0.67 0.05 1.36 1498.65 1.00 61 131 11 57 FALSE 1.31
colorectal cancer KRAS_12-61 RBBP8 Any deletion 262 338 0.22 -0.09 0.52 1097.71 1.00 224 124 200 138 FALSE 0.78
non-small cell lung cancer KRAS_12-61 RBBP8 Any deletion 260 85 -0.76 -1.30 -0.24 1202.90 1.01 449 243 68 17 FALSE 2.27
colorectal cancer KRAS_12-61 RHBDF2 Any deletion 262 53 -0.04 -0.67 0.52 1099.69 1.00 391 242 33 20 FALSE 0.04
colorectal cancer KRAS_12-61 RHOH Any deletion 262 139 -0.31 -0.69 0.07 1591.87 1.00 331 216 93 46 FALSE 0.91
non-small cell lung cancer KRAS_12-61 RHOH Any deletion 260 57 -1.13 -1.84 -0.47 1250.66 1.00 468 252 49 8 FALSE 2.90
colorectal cancer KRAS_12-61 SERPINA1 Any deletion 262 108 -0.30 -0.77 0.12 1128.08 1.00 351 227 73 35 FALSE 0.76
colorectal cancer KRAS_12-61 SLC34A2 Any deletion 262 140 -0.25 -0.64 0.13 1480.17 1.00 332 214 92 48 FALSE 0.67
non-small cell lung cancer KRAS_12-61 SLC34A2 Any deletion 260 68 -1.17 -1.85 -0.55 1679.46 1.00 458 251 59 9 FALSE 3.37
colorectal cancer KRAS_12-61 TAL1 Any deletion 262 89 0.29 -0.15 0.70 1277.52 1.00 374 223 50 39 FALSE 0.77
non-small cell lung cancer KRAS_12-61 TAL1 Any deletion 260 60 0.20 -0.30 0.68 1494.62 1.00 480 237 37 23 FALSE 0.38
colorectal cancer KRAS_12-61 TLX3 Any deletion 262 90 -1.15 -1.68 -0.65 1555.74 1.00 349 247 75 15 FALSE 4.75
non-small cell lung cancer KRAS_12-61 TLX3 Any deletion 260 65 -0.82 -1.38 -0.22 1615.92 1.00 466 246 51 14 FALSE 2.38
colorectal cancer KRAS_12-61 TRAF3 Any deletion 262 105 -0.30 -0.72 0.13 1275.10 1.00 353 228 71 34 FALSE 0.74
colorectal cancer KRAS_12-61 TRIM37 Any deletion 262 53 0.14 -0.43 0.72 1479.76 1.00 393 240 31 22 FALSE 0.21
colorectal cancer KRAS_12-61 UIMC1 Any deletion 313 83 -1.13 -1.72 -0.63 1356.07 1.00 414 299 69 14 FALSE 4.22
non-small cell lung cancer KRAS_12-61 UIMC1 Any deletion 277 65 -0.68 -1.28 -0.11 1370.94 1.00 531 262 50 15 FALSE 1.62
colorectal cancer KRAS_12-61 UROD Any deletion 262 82 0.26 -0.18 0.69 1501.84 1.00 377 227 47 35 FALSE 0.63
non-small cell lung cancer KRAS_12-61 UROD Any deletion 260 52 0.25 -0.21 0.74 1415.62 1.00 486 239 31 21 FALSE 0.50
colorectal cancer KRAS_12-61 USP28 Any deletion 313 54 0.00 -0.54 0.50 1431.02 1.00 451 291 32 22 FALSE 0.01
cancer of unknown primary KRAS_12-61 USP28 Any deletion 52 64 -0.22 -0.91 0.45 1610.31 1.00 209 43 55 9 FALSE 0.28
non-small cell lung cancer KRAS_12-61 USP28 Any deletion 277 72 -0.17 -0.65 0.31 1572.09 1.00 530 256 51 21 FALSE 0.30
colorectal cancer KRAS_12-61 USP8 Any deletion 508 106 -0.48 -0.90 -0.07 1583.10 1.00 750 478 76 30 FALSE 1.52
non-small cell lung cancer KRAS_12-61 USP8 Any deletion 650 91 -0.20 -0.66 0.23 1443.19 1.00 1277 623 64 27 FALSE 0.41
ovarian cancer KRAS_12-61 USP8 Any deletion 61 56 -0.69 -1.77 0.22 1410.06 1.00 488 58 53 3 FALSE 0.76
colorectal cancer KRAS_12-61 XRCC4 Any deletion 262 136 -1.10 -1.55 -0.69 1406.97 1.00 314 236 110 26 FALSE 6.47
non-small cell lung cancer KRAS_12-61 XRCC4 Any deletion 260 112 -0.98 -1.45 -0.53 1361.01 1.00 426 239 91 21 FALSE 4.60
colorectal cancer KRAS_12-61 XRCC6 Any deletion 262 118 0.44 0.07 0.81 1574.00 1.00 361 207 63 55 FALSE 1.66
non-small cell lung cancer KRAS_12-61 XRCC6 Any deletion 260 55 0.27 -0.26 0.76 1408.93 1.00 484 238 33 22 FALSE 0.51
colorectal cancer KRAS_12-61 FAM175A Any deletion 1258 130 -0.27 -0.62 0.07 1723.02 1.00 1851 1214 86 44 FALSE 0.86
cancer of unknown primary KRAS_12-61 FAM175A Any deletion 216 53 -0.63 -1.50 0.11 1449.38 1.00 863 210 47 6 FALSE 0.94
non-small cell lung cancer KRAS_12-61 FAM175A Any deletion 1350 62 -0.56 -1.17 0.00 1700.81 1.00 3290 1338 50 12 FALSE 1.20
ovarian cancer KRAS_12-61 FAM175A Any deletion 93 72 -0.43 -1.38 0.32 1559.16 1.00 853 88 67 5 FALSE 0.51
colorectal cancer KRAS_12-61 MRE11A Any deletion 1285 53 0.03 -0.50 0.56 1331.14 1.00 1948 1263 31 22 FALSE 0.04
non-small cell lung cancer KRAS_12-61 MRE11A Any deletion 1359 54 -0.27 -0.86 0.26 1405.94 1.00 3335 1347 42 12 FALSE 0.47
colorectal cancer KRAS_12-61 WHSC1 Any deletion 707 135 -0.19 -0.53 0.19 1582.63 1.00 1023 660 88 47 FALSE 0.52
non-small cell lung cancer KRAS_12-61 WHSC1 Any deletion 806 65 -0.48 -1.04 0.06 1419.51 1.00 1822 792 51 14 FALSE 1.02
colorectal cancer KRAS_12-61 WHSC1L1 Any deletion 758 166 -0.12 -0.44 0.21 1516.06 1.00 1064 698 106 60 FALSE 0.33
cancer of unknown primary KRAS_12-61 WHSC1L1 Any deletion 166 51 0.09 -0.55 0.72 1572.16 1.00 689 155 40 11 FALSE 0.11
non-small cell lung cancer KRAS_12-61 WHSC1L1 Any deletion 823 152 -0.15 -0.51 0.22 1501.87 1.00 1826 782 111 41 FALSE 0.37
ovarian cancer KRAS_12-61 WHSC1L1 Any deletion 63 58 -0.11 -0.98 0.63 1361.41 1.00 597 58 53 5 FALSE 0.11
cancer of unknown primary KRAS_12-61 CDK8 Any deletion 216 61 -0.80 -1.58 -0.12 1226.91 1.00 865 210 55 6 FALSE 1.48
non-small cell lung cancer KRAS_12-61 CDK8 Any deletion 1359 165 -0.37 -0.74 -0.02 1545.66 1.00 3242 1321 127 38 FALSE 1.33
ovarian cancer KRAS_12-61 CDK8 Any deletion 96 65 -0.95 -2.10 -0.08 1422.72 1.00 887 94 63 2 FALSE 1.19
cancer of unknown primary KRAS_12-61 FANCC Any deletion 277 70 -0.42 -1.04 0.16 1525.27 1.00 1078 267 60 10 TRUE 0.77
non-small cell lung cancer KRAS_12-61 FANCC Any deletion 1891 177 -0.25 -0.58 0.07 1327.82 1.00 4423 1846 132 45 TRUE 0.87
uterine cancer KRAS_12-61 FANCC Any deletion 280 76 -0.46 -1.16 0.17 1427.59 1.00 1494 272 68 8 TRUE 0.78
ovarian cancer KRAS_12-61 FANCC Any deletion 160 157 -0.50 -1.10 0.04 1515.33 1.00 1316 150 147 10 TRUE 1.06
cancer of unknown primary KRAS_12-61 GNAQ Any deletion 278 71 -0.48 -1.11 0.11 1494.82 1.00 1079 268 61 10 TRUE 0.91
non-small cell lung cancer KRAS_12-61 GNAQ Any deletion 1916 195 -0.32 -0.65 -0.01 1475.78 1.00 4457 1869 148 47 TRUE 1.30
uterine cancer KRAS_12-61 GNAQ Any deletion 280 74 -0.58 -1.31 0.04 1368.62 1.00 1496 273 67 7 TRUE 1.05
ovarian cancer KRAS_12-61 GNAQ Any deletion 160 147 -0.65 -1.29 -0.04 1421.89 1.00 1324 152 139 8 TRUE 1.46
cancer of unknown primary KRAS_12-61 HRAS Any deletion 278 57 -0.71 -1.50 0.02 1506.80 1.00 1090 271 50 7 TRUE 1.18
non-small cell lung cancer KRAS_12-61 HRAS Any deletion 1916 105 -0.77 -1.31 -0.27 1397.43 1.00 4518 1898 87 18 TRUE 2.57
pancreatic cancer KRAS_12-61 HRAS Any deletion 1578 59 -2.14 -2.73 -1.60 1566.23 1.00 482 1563 44 15 TRUE 12.87
uterine cancer KRAS_12-61 HRAS Any deletion 280 70 -0.80 -1.75 -0.04 1326.45 1.00 1499 274 64 6 TRUE 1.18
ovarian cancer KRAS_12-61 HRAS Any deletion 160 118 -1.06 -2.03 -0.24 1462.63 1.00 1350 155 113 5 TRUE 1.74
cancer of unknown primary KRAS_12-61 KLF4 Any deletion 206 55 -0.54 -1.34 0.19 1320.19 1.00 821 199 48 7 FALSE 0.78
non-small cell lung cancer KRAS_12-61 KLF4 Any deletion 1310 73 -0.45 -1.01 0.07 1410.99 1.00 3144 1294 57 16 FALSE 1.01
ovarian cancer KRAS_12-61 KLF4 Any deletion 85 63 -0.50 -1.50 0.38 1471.04 1.00 807 81 59 4 FALSE 0.54
cancer of unknown primary KRAS_12-61 LMO1 Any deletion 277 59 -0.41 -1.06 0.22 1519.65 1.00 1089 268 50 9 FALSE 0.67
non-small cell lung cancer KRAS_12-61 LMO1 Any deletion 1891 100 -0.73 -1.25 -0.27 1616.90 1.00 4472 1874 83 17 FALSE 2.55
uterine cancer KRAS_12-61 LMO1 Any deletion 280 52 -0.45 -1.22 0.26 1432.57 1.00 1518 274 46 6 FALSE 0.62
ovarian cancer KRAS_12-61 LMO1 Any deletion 160 101 -0.73 -1.53 -0.04 1384.02 1.00 1367 155 96 5 FALSE 1.25
cancer of unknown primary KRAS_12-61 PAX5 Any deletion 278 89 -0.30 -0.91 0.26 1532.01 1.00 1064 264 75 14 TRUE 0.51
non-small cell lung cancer KRAS_12-61 PAX5 Any deletion 1891 241 -0.33 -0.64 -0.02 1416.64 1.00 4370 1835 185 56 TRUE 1.43
pancreatic cancer KRAS_12-61 PAX5 Any deletion 1573 57 -0.10 -0.66 0.45 1512.68 1.00 510 1531 15 42 TRUE 0.14
ovarian cancer KRAS_12-61 PAX5 Any deletion 160 100 -0.16 -0.86 0.48 1260.10 1.00 1372 151 91 9 TRUE 0.20
cancer of unknown primary KRAS_12-61 TNFAIP3 Any deletion 277 62 -0.51 -1.27 0.16 1539.70 1.00 1084 269 54 8 TRUE 0.79
non-small cell lung cancer KRAS_12-61 TNFAIP3 Any deletion 1891 249 0.20 -0.06 0.46 1714.28 1.00 4390 1807 165 84 TRUE 0.90
pancreatic cancer KRAS_12-61 TNFAIP3 Any deletion 1573 86 -0.09 -0.53 0.39 1592.04 1.00 502 1510 23 63 TRUE 0.16
ovarian cancer KRAS_12-61 TNFAIP3 Any deletion 160 127 -0.41 -1.15 0.25 1376.81 1.00 1345 151 118 9 TRUE 0.61
cancer of unknown primary KRAS_12-61 ARHGEF12 Any deletion 52 64 -0.72 -1.70 0.07 1350.20 1.00 207 46 58 6 FALSE 1.01
non-small cell lung cancer KRAS_12-61 ARHGEF12 Any deletion 277 62 -0.16 -0.71 0.38 1637.35 1.00 538 258 43 19 FALSE 0.25
non-small cell lung cancer KRAS_12-61 CBFA2T3 Any deletion 260 97 -0.42 -0.93 0.03 908.52 1.01 445 235 72 25 FALSE 1.09
cancer of unknown primary KRAS_12-61 CDKN1C Any deletion 111 61 -0.48 -1.25 0.20 1458.27 1.00 425 102 52 9 FALSE 0.71
non-small cell lung cancer KRAS_12-61 CDKN1C Any deletion 792 111 -0.95 -1.47 -0.46 1284.03 1.00 1610 774 93 18 FALSE 3.86
pancreatic cancer KRAS_12-61 CDKN1C Any deletion 374 53 -2.09 -2.74 -1.50 1548.78 1.00 118 361 40 13 FALSE 10.33
uterine cancer KRAS_12-61 CDKN1C Any deletion 119 56 -0.69 -1.58 0.10 1521.88 1.00 573 113 50 6 FALSE 0.94
ovarian cancer KRAS_12-61 CDKN1C Any deletion 86 104 -1.02 -2.00 -0.15 1510.99 1.00 637 81 99 5 FALSE 1.61
cancer of unknown primary KRAS_12-61 MYB Any deletion 121 61 -0.33 -1.06 0.34 1602.69 1.00 466 112 52 9 FALSE 0.47
non-small cell lung cancer KRAS_12-61 MYB Any deletion 832 246 0.08 -0.19 0.36 1395.74 1.00 1677 751 165 81 FALSE 0.25
pancreatic cancer KRAS_12-61 MYB Any deletion 425 87 0.17 -0.29 0.62 1745.82 1.00 162 362 24 63 FALSE 0.31
ovarian cancer KRAS_12-61 MYB Any deletion 94 122 -0.43 -1.09 0.19 1491.32 1.00 677 85 113 9 FALSE 0.69
cancer of unknown primary KRAS_12-61 FANCF Any deletion 121 55 -0.65 -1.37 0.01 1600.08 1.00 477 115 49 6 TRUE 1.19
non-small cell lung cancer KRAS_12-61 FANCF Any deletion 841 91 -0.66 -1.20 -0.21 1601.06 1.00 1798 823 73 18 TRUE 2.06
uterine cancer KRAS_12-61 FANCF Any deletion 124 52 -0.51 -1.25 0.20 1411.77 1.00 615 118 46 6 TRUE 0.76
ovarian cancer KRAS_12-61 FANCF Any deletion 97 78 -0.66 -1.46 0.07 1521.01 1.00 747 92 73 5 TRUE 1.04
cancer of unknown primary KRAS_12-61 FANCG Any deletion 121 95 -0.01 -0.56 0.50 1383.24 1.00 449 103 77 18 TRUE 0.02
non-small cell lung cancer KRAS_12-61 FANCG Any deletion 841 243 -0.46 -0.76 -0.17 1175.90 1.00 1683 786 188 55 TRUE 2.64
pancreatic cancer KRAS_12-61 FANCG Any deletion 431 56 0.16 -0.41 0.76 1347.34 1.00 175 390 15 41 TRUE 0.23
ovarian cancer KRAS_12-61 FANCG Any deletion 97 95 -0.30 -1.04 0.39 1474.20 1.00 733 89 87 8 TRUE 0.39
cancer of unknown primary KRAS_12-61 CYLD Any deletion 235 62 -1.33 -2.26 -0.56 1544.54 1.00 922 232 59 3 FALSE 2.72
non-small cell lung cancer KRAS_12-61 CYLD Any deletion 1378 156 -0.28 -0.65 0.07 1559.66 1.00 3083 1337 115 41 FALSE 0.86
uterine cancer KRAS_12-61 CYLD Any deletion 230 95 -1.19 -2.00 -0.49 1458.20 1.00 1131 225 90 5 FALSE 2.71
ovarian cancer KRAS_12-61 CYLD Any deletion 131 177 -0.84 -1.54 -0.22 1386.09 1.00 1045 122 168 9 FALSE 1.87
cancer of unknown primary KRAS_12-61 GALNT12 Any deletion 60 59 -0.20 -0.93 0.54 1689.48 1.00 248 51 50 9 FALSE 0.22
non-small cell lung cancer KRAS_12-61 GALNT12 Any deletion 300 72 -0.35 -0.92 0.15 1551.42 1.00 602 282 54 18 FALSE 0.69
cancer of unknown primary KRAS_12-61 XPA Any deletion 111 76 -0.43 -1.02 0.15 1539.09 1.00 411 100 65 11 TRUE 0.82
non-small cell lung cancer KRAS_12-61 XPA Any deletion 792 177 -0.37 -0.71 -0.04 1396.95 1.00 1571 747 132 45 TRUE 1.49
uterine cancer KRAS_12-61 XPA Any deletion 119 77 -0.65 -1.32 -0.02 1604.39 1.00 551 112 70 7 TRUE 1.29
ovarian cancer KRAS_12-61 XPA Any deletion 86 153 -0.60 -1.18 -0.05 1470.21 1.00 593 76 143 10 TRUE 1.44
non-small cell lung cancer KRAS_12-61 DOCK8 Any deletion 260 142 -0.42 -0.84 -0.04 1457.58 1.00 412 223 105 37 FALSE 1.37
pancreatic cancer KRAS_12-61 DOCK8 Any deletion 188 64 0.49 -0.17 1.19 1466.02 1.00 59 137 13 51 FALSE 0.83
non-small cell lung cancer KRAS_12-61 HMBS Any deletion 260 65 -0.23 -0.80 0.37 1523.94 1.00 471 241 46 19 FALSE 0.37
non-small cell lung cancer KRAS_12-61 OGG1 Any deletion 260 131 -0.43 -0.87 0.00 1008.77 1.00 420 226 97 34 FALSE 1.31
non-small cell lung cancer KRAS_12-61 TAL2 Any deletion 260 75 -0.62 -1.24 -0.06 694.41 1.00 459 243 58 17 FALSE 1.40
non-small cell lung cancer KRAS_12-61 AKT2 Any deletion 1891 105 -0.30 -0.73 0.14 1445.15 1.00 4483 1866 80 25 TRUE 0.75
ovarian cancer KRAS_12-61 AKT2 Any deletion 160 71 0.07 -0.71 0.77 1584.14 1.00 1400 152 63 8 TRUE 0.08
non-small cell lung cancer KRAS_12-61 BCL6 Any deletion 1891 129 0.35 0.01 0.71 576.59 1.01 4474 1843 81 48 FALSE 1.24
non-small cell lung cancer KRAS_12-61 CALR Any deletion 1230 114 0.24 -0.18 0.61 1373.36 1.00 2831 1190 74 40 TRUE 0.64
non-small cell lung cancer KRAS_12-61 CBFB Any deletion 1359 64 -0.18 -0.76 0.35 1520.25 1.00 3322 1342 47 17 FALSE 0.28
ovarian cancer KRAS_12-61 CBFB Any deletion 96 85 -0.78 -1.82 0.11 1364.65 1.00 869 92 81 4 FALSE 0.91
non-small cell lung cancer KRAS_12-61 CCND2 Any deletion 1891 152 0.10 -0.25 0.45 1405.55 1.00 4459 1843 104 48 FALSE 0.25
non-small cell lung cancer KRAS_12-61 CCNE1 Any deletion 1891 85 -0.12 -0.60 0.36 1252.94 1.00 4501 1868 62 23 TRUE 0.19
non-small cell lung cancer KRAS_12-61 CDK6 Any deletion 1891 53 -0.77 -1.59 -0.04 989.17 1.00 4519 1882 44 9 TRUE 1.33
non-small cell lung cancer KRAS_12-61 CEBPA Any deletion 1811 86 0.12 -0.32 0.54 1254.97 1.00 4201 1783 58 28 TRUE 0.23
non-small cell lung cancer KRAS_12-61 CRLF2 Any deletion 1891 81 -0.17 -0.68 0.30 1497.54 1.00 4496 1869 59 22 FALSE 0.30
ovarian cancer KRAS_12-61 CRLF2 Any deletion 160 88 -1.49 -2.92 -0.37 1562.67 1.00 1377 158 86 2 FALSE 1.62
non-small cell lung cancer KRAS_12-61 ERCC4 Any deletion 1882 51 -0.45 -1.12 0.17 1552.82 1.00 4486 1871 40 11 TRUE 0.76
ovarian cancer KRAS_12-61 ERCC4 Any deletion 157 85 -0.44 -1.34 0.34 1498.21 1.00 1354 151 79 6 TRUE 0.52
non-small cell lung cancer KRAS_12-61 EZH2 Any deletion 1916 64 -1.03 -1.80 -0.32 62.14 1.04 4550 1907 55 9 TRUE 2.06
non-small cell lung cancer KRAS_12-61 GATA2 Any deletion 1359 56 0.05 -0.51 0.64 1375.62 1.00 3338 1342 39 17 TRUE 0.06
non-small cell lung cancer KRAS_12-61 MAP2K2 Any deletion 1359 126 -0.04 -0.46 0.35 1483.80 1.00 3287 1323 90 36 FALSE 0.08
ovarian cancer KRAS_12-61 MAP2K2 Any deletion 96 107 -1.02 -2.11 -0.13 1469.66 1.00 847 92 103 4 FALSE 1.37
non-small cell lung cancer KRAS_12-61 PNRC1 Any deletion 1631 152 -0.05 -0.40 0.30 1653.43 1.00 3929 1588 109 43 FALSE 0.10
ovarian cancer KRAS_12-61 PNRC1 Any deletion 138 51 -0.55 -1.71 0.38 1467.92 1.00 1192 135 48 3 FALSE 0.52
non-small cell lung cancer KRAS_12-61 PTPN11 Any deletion 1916 88 -1.09 -1.73 -0.50 1456.40 1.00 4529 1904 76 12 TRUE 3.13
ovarian cancer KRAS_12-61 PTPN11 Any deletion 160 52 -3.00 -7.12 -0.85 1331.16 1.00 1411 160 52 0 TRUE 0.98
non-small cell lung cancer KRAS_12-61 RAD52 Any deletion 1359 62 0.54 0.09 1.06 43.56 1.09 3333 1333 36 26 FALSE 1.50
non-small cell lung cancer KRAS_12-61 RHEB Any deletion 1620 55 -0.84 -1.62 -0.19 1158.99 1.00 3691 1611 46 9 FALSE 1.68
non-small cell lung cancer KRAS_12-61 SOCS1 Any deletion 1891 56 -0.62 -1.30 0.02 1603.85 1.00 4510 1880 45 11 FALSE 1.20
ovarian cancer KRAS_12-61 SOCS1 Any deletion 160 90 -1.25 -2.54 -0.26 1430.27 1.00 1376 157 87 3 FALSE 1.48
non-small cell lung cancer KRAS_12-61 SOX2 Any deletion 1891 109 0.37 -0.03 0.75 767.47 1.00 4487 1850 68 41 FALSE 1.12
non-small cell lung cancer KRAS_12-61 SYK Any deletion 1631 98 -0.15 -0.63 0.30 1323.04 1.00 3966 1605 72 26 FALSE 0.29
ovarian cancer KRAS_12-61 SYK Any deletion 138 98 -0.77 -1.72 0.03 1572.81 1.00 1147 133 93 5 FALSE 1.06
non-small cell lung cancer KRAS_12-61 ZRSR2 Any deletion 1762 57 -0.17 -0.78 0.40 1487.93 1.00 4050 1746 41 16 FALSE 0.25
ovarian cancer KRAS_12-61 ZRSR2 Any deletion 139 60 -1.12 -2.69 -0.02 1393.96 1.00 1238 137 58 2 FALSE 1.01
non-small cell lung cancer KRAS_12-61 ETV5 Any deletion 841 120 0.25 -0.11 0.64 934.39 1.00 1795 797 76 44 TRUE 0.74
non-small cell lung cancer KRAS_12-61 PRKDC Any deletion 841 99 -1.15 -1.75 -0.60 1045.53 1.00 1785 828 86 13 FALSE 3.97
non-small cell lung cancer KRAS_12-61 PRKCI Any deletion 1378 87 0.24 -0.21 0.67 1141.88 1.00 3142 1347 56 31 FALSE 0.54
non-small cell lung cancer KRAS_12-61 CBLB Any deletion 792 141 0.04 -0.32 0.41 1357.64 1.00 1608 746 95 46 FALSE 0.08
non-small cell lung cancer KRAS_12-61 CDK1 Any deletion 532 64 -0.83 -1.53 -0.18 1126.73 1.00 1133 521 53 11 FALSE 1.77
non-small cell lung cancer KRAS_12-61 CDK9 Any deletion 532 89 -0.19 -0.68 0.26 1639.82 1.00 1122 507 64 25 FALSE 0.37
ovarian cancer KRAS_12-61 CDK9 Any deletion 64 95 -0.91 -1.85 -0.07 1475.36 1.00 423 59 90 5 FALSE 1.34
non-small cell lung cancer KRAS_12-61 CRTC1 Any deletion 792 233 0.08 -0.22 0.38 985.90 1.00 1548 714 155 78 FALSE 0.24
non-small cell lung cancer KRAS_12-61 CUX1 Any deletion 792 65 -0.76 -1.43 -0.15 1338.57 1.00 1650 780 53 12 FALSE 1.71
non-small cell lung cancer KRAS_12-61 DDB2 Any deletion 792 76 -0.76 -1.36 -0.21 1467.96 1.00 1641 778 62 14 TRUE 2.01
ovarian cancer KRAS_12-61 DDB2 Any deletion 86 62 -0.24 -1.14 0.60 1488.74 1.00 680 80 56 6 TRUE 0.23
non-small cell lung cancer KRAS_12-61 EXT2 Any deletion 792 79 -0.64 -1.18 -0.12 1490.60 1.00 1640 776 63 16 TRUE 1.67
ovarian cancer KRAS_12-61 EXT2 Any deletion 86 59 -0.16 -1.04 0.67 1494.23 1.00 683 80 53 6 TRUE 0.15
non-small cell lung cancer KRAS_12-61 LMO2 Any deletion 792 87 -1.00 -1.61 -0.41 1520.04 1.00 1629 779 74 13 FALSE 2.97
ovarian cancer KRAS_12-61 LMO2 Any deletion 86 72 -0.41 -1.34 0.40 1384.93 1.00 670 80 66 6 FALSE 0.47
non-small cell lung cancer KRAS_12-61 LMO3 Any deletion 532 59 -0.74 -1.46 -0.08 843.98 1.00 1138 521 48 11 FALSE 1.44
non-small cell lung cancer KRAS_12-61 MECOM Any deletion 809 83 0.26 -0.19 0.70 549.74 1.01 1715 778 52 31 FALSE 0.60
non-small cell lung cancer KRAS_12-61 MYBL1 Any deletion 792 70 -1.09 -1.80 -0.47 904.72 1.00 1643 782 60 10 FALSE 2.81
non-small cell lung cancer KRAS_12-61 NFKBIZ Any deletion 792 130 0.03 -0.35 0.41 577.77 1.00 1615 750 88 42 FALSE 0.05
non-small cell lung cancer KRAS_12-61 PSMD13 Any deletion 532 54 -1.03 -1.80 -0.34 1463.01 1.00 1140 524 46 8 FALSE 2.21
ovarian cancer KRAS_12-61 PSMD13 Any deletion 64 59 -1.03 -2.26 -0.01 1295.04 1.00 457 61 56 3 FALSE 1.12
non-small cell lung cancer KRAS_12-61 RBL2 Any deletion 532 96 -0.42 -0.91 0.03 1559.44 1.00 1114 508 72 24 FALSE 1.07
uterine cancer KRAS_12-61 RBL2 Any deletion 81 60 -1.09 -2.07 -0.26 1358.67 1.00 368 77 56 4 FALSE 1.73
ovarian cancer KRAS_12-61 RBL2 Any deletion 64 121 -1.37 -2.29 -0.56 1338.30 1.00 396 60 117 4 FALSE 2.75
non-small cell lung cancer KRAS_12-61 RHPN2 Any deletion 532 57 -0.16 -0.74 0.40 1152.41 1.00 1145 516 41 16 FALSE 0.23
non-small cell lung cancer KRAS_12-61 SBDS Any deletion 792 58 -0.48 -1.15 0.22 46.94 1.06 1658 779 45 13 TRUE 0.77
non-small cell lung cancer KRAS_12-61 STAG1 Any deletion 532 59 0.36 -0.18 0.86 1238.48 1.00 1150 509 36 23 FALSE 0.74
non-small cell lung cancer KRAS_12-61 STAT6 Any deletion 792 52 -1.83 -3.00 -0.93 809.14 1.00 1655 788 48 4 FALSE 3.36
non-small cell lung cancer KRAS_12-61 ZNF708 Any deletion 532 136 0.07 -0.29 0.46 1296.12 1.00 1094 488 92 44 FALSE 0.15
non-small cell lung cancer KRAS_12-61 CADM2 Any deletion 390 118 -0.69 -1.17 -0.24 1603.64 1.00 730 366 94 24 FALSE 2.42
non-small cell lung cancer KRAS_12-61 KCNIP1 Any deletion 390 60 -1.37 -2.29 -0.60 1335.82 1.00 771 383 53 7 FALSE 2.99
non-small cell lung cancer KRAS_12-61 NPRL2 Any deletion 390 154 -0.66 -1.08 -0.26 854.18 1.00 702 358 122 32 FALSE 2.89
non-small cell lung cancer KRAS_12-61 SLITRK6 Any deletion 390 115 -0.43 -0.93 0.01 1178.88 1.00 737 362 87 28 FALSE 1.20
non-small cell lung cancer KRAS_12-61 SQSTM1 Any deletion 390 63 -1.64 -2.58 -0.84 1165.24 1.00 767 384 57 6 FALSE 3.53
non-small cell lung cancer KRAS_12-61 TLR4 Any deletion 390 78 -0.21 -0.74 0.30 1571.46 1.00 768 368 56 22 FALSE 0.38
non-small cell lung cancer KRAS_12-61 ARHGAP35 Any deletion 260 79 -0.76 -1.32 -0.19 1148.87 1.00 454 244 63 16 FALSE 2.02
non-small cell lung cancer KRAS_12-61 BABAM1 Any deletion 806 97 0.18 -0.25 0.58 1388.08 1.00 1809 773 64 33 FALSE 0.42
non-small cell lung cancer KRAS_12-61 BRD3 Any deletion 277 62 -0.35 -0.95 0.22 982.35 1.00 535 261 46 16 FALSE 0.60
non-small cell lung cancer KRAS_12-61 DCLRE1C Any deletion 260 57 -0.84 -1.52 -0.21 1141.55 1.00 471 249 46 11 FALSE 1.84
non-small cell lung cancer KRAS_12-61 ELANE Any deletion 260 112 -0.33 -0.77 0.11 1470.81 1.00 436 229 81 31 FALSE 0.85
non-small cell lung cancer KRAS_12-61 ENG Any deletion 260 63 -0.64 -1.29 -0.01 1084.77 1.00 468 246 49 14 FALSE 1.39
non-small cell lung cancer KRAS_12-61 ERCC1 Any deletion 260 69 -0.96 -1.65 -0.35 1418.45 1.00 460 248 57 12 TRUE 2.47
non-small cell lung cancer KRAS_12-61 KCNQ1 Any deletion 260 55 -0.92 -1.70 -0.24 1324.59 1.00 472 250 45 10 FALSE 1.89
non-small cell lung cancer KRAS_12-61 KLF2 Any deletion 260 99 0.15 -0.28 0.58 1297.40 1.00 454 224 63 36 FALSE 0.30
non-small cell lung cancer KRAS_12-61 LIG4 Any deletion 260 128 -0.50 -0.92 -0.09 1337.26 1.00 421 228 96 32 FALSE 1.75
non-small cell lung cancer KRAS_12-61 MAF Any deletion 260 86 -0.32 -0.85 0.17 1485.39 1.00 455 236 62 24 FALSE 0.66
non-small cell lung cancer KRAS_12-61 MBD4 Any deletion 260 58 -0.24 -0.82 0.35 1337.15 1.00 476 243 41 17 FALSE 0.38
non-small cell lung cancer KRAS_12-61 PNKP Any deletion 260 85 -0.79 -1.39 -0.24 849.93 1.00 449 243 68 17 FALSE 2.14
non-small cell lung cancer KRAS_12-61 POLQ Any deletion 260 56 0.09 -0.50 0.64 1431.35 1.00 481 240 36 20 FALSE 0.12
non-small cell lung cancer KRAS_12-61 RSPO3 Any deletion 260 93 0.30 -0.12 0.73 1322.80 1.00 461 223 56 37 FALSE 0.76
non-small cell lung cancer KRAS_12-61 TOPBP1 Any deletion 260 53 -0.18 -0.82 0.37 276.54 1.00 480 244 37 16 FALSE 0.26
non-small cell lung cancer KRAS_12-61 XRCC1 Any deletion 260 52 -0.96 -1.79 -0.29 1376.64 1.00 474 251 43 9 TRUE 1.86
pancreatic cancer KRAS_12-61 CDKN1A Any deletion 1567 53 -0.74 -1.30 -0.15 539.03 1.00 499 1536 22 31 FALSE 1.90
pancreatic cancer KRAS_12-61 FANCE Any deletion 430 56 -0.33 -0.89 0.31 1203.81 1.00 169 395 21 35 FALSE 0.55
ovarian cancer KRAS_12-61 PMS2 Any deletion 160 86 -6.81 -17.59 -1.99 1299.01 1.00 1377 160 86 0 TRUE 0.96
ovarian cancer KRAS_12-61 RAD51D Any deletion 96 73 -2.35 -4.90 -0.77 398.26 1.01 878 95 72 1 FALSE 1.60
ovarian cancer KRAS_12-61 FUS Any deletion 86 62 -0.66 -1.91 0.32 1423.80 1.00 678 82 58 4 FALSE 0.61
ovarian cancer KRAS_12-61 IKZF3 Any deletion 68 98 -3.12 -5.65 -1.41 1483.46 1.00 420 67 97 1 FALSE 2.42
colorectal cancer NRAS_12-61 AKT1 Any deletion 172 204 0.12 -0.58 0.76 1338.03 1.00 3727 162 194 10 TRUE 0.14
colorectal cancer NRAS_12-61 ALOX12B Any deletion 137 294 0.08 -0.52 0.66 1414.27 1.00 2970 124 281 13 FALSE 0.10
colorectal cancer NRAS_12-61 AURKB Any deletion 172 585 0.36 -0.02 0.75 1529.87 1.00 3350 139 552 33 FALSE 1.20
melanoma NRAS_12-61 AURKB Any deletion 378 83 1.02 0.59 1.45 1494.73 1.00 1146 340 45 38 FALSE 5.39
colorectal cancer NRAS_12-61 BCL2 Any deletion 172 792 0.31 -0.01 0.60 43.37 1.05 3152 130 750 42 TRUE 1.43
colorectal cancer NRAS_12-61 BMPR1A Any deletion 171 188 -0.18 -0.95 0.48 1476.80 1.00 3676 164 181 7 TRUE 0.20
melanoma NRAS_12-61 BMPR1A Any deletion 372 111 0.24 -0.21 0.66 1517.70 1.00 1079 340 79 32 TRUE 0.56
colorectal cancer NRAS_12-61 BRIP1 Any deletion 172 103 1.31 0.35 1.93 17.70 1.18 3814 157 88 15 TRUE 2.87
colorectal cancer NRAS_12-61 CCND1 Any deletion 172 74 0.98 0.18 1.75 1265.45 1.00 3838 164 66 8 TRUE 1.91
colorectal cancer NRAS_12-61 CD274 Any deletion 168 88 0.01 -1.09 0.88 1357.08 1.01 3755 164 84 4 FALSE 0.01
melanoma NRAS_12-61 CD274 Any deletion 372 158 0.48 0.12 0.83 1740.17 1.00 1053 320 106 52 FALSE 2.12
colorectal cancer NRAS_12-61 CD79B Any deletion 172 108 1.24 0.60 1.81 1505.03 1.00 3808 158 94 14 FALSE 4.24
colorectal cancer NRAS_12-61 CDKN1B Any deletion 172 76 0.58 -0.32 1.36 1334.70 1.00 3834 166 70 6 TRUE 0.72
colorectal cancer NRAS_12-61 CDKN2C Any deletion 172 177 0.27 -0.44 0.88 1163.53 1.00 3735 162 167 10 TRUE 0.37
colorectal cancer NRAS_12-61 CHEK1 Any deletion 139 53 0.94 0.05 1.76 1383.21 1.00 3078 133 47 6 FALSE 1.48
melanoma NRAS_12-61 CHEK1 Any deletion 323 59 0.39 -0.20 0.94 1550.82 1.00 1000 305 41 18 FALSE 0.75
colorectal cancer NRAS_12-61 CHEK2 Any deletion 172 214 0.18 -0.46 0.76 1483.09 1.00 3701 161 203 11 TRUE 0.24
colorectal cancer NRAS_12-61 CRKL Any deletion 172 203 0.22 -0.40 0.83 127.36 1.03 3710 161 192 11 FALSE 0.30
colorectal cancer NRAS_12-61 CSF3R Any deletion 141 180 -0.13 -0.99 0.56 1383.89 1.00 3048 134 173 7 FALSE 0.13
colorectal cancer NRAS_12-61 ERCC2 Any deletion 172 52 -1.24 -3.92 0.56 1255.97 1.00 3853 171 51 1 TRUE 0.55
colorectal cancer NRAS_12-61 ETV6 Any deletion 172 63 0.32 -0.79 1.28 1550.12 1.00 3843 168 59 4 FALSE 0.25
colorectal cancer NRAS_12-61 FAM46C Any deletion 172 162 -0.40 -1.42 0.47 378.15 1.02 3745 167 157 5 FALSE 0.39
colorectal cancer NRAS_12-61 FOXA1 Any deletion 119 120 -0.06 -0.61 0.84 5.31 1.22 2690 113 114 6 FALSE 0.05
colorectal cancer NRAS_12-61 GATA3 Any deletion 172 82 -0.26 -1.56 0.76 1484.29 1.00 3823 169 79 3 FALSE 0.18
melanoma NRAS_12-61 GATA3 Any deletion 378 127 0.01 -0.40 0.43 1669.87 1.00 1094 347 96 31 FALSE 0.02
colorectal cancer NRAS_12-61 GREM1 Any deletion 135 105 0.60 -0.15 1.28 1464.25 1.00 2963 127 97 8 FALSE 0.97
colorectal cancer NRAS_12-61 H3F3B Any deletion 115 54 1.41 0.55 2.20 93.81 1.04 2553 107 46 8 TRUE 3.15
colorectal cancer NRAS_12-61 ID3 Any deletion 148 277 0.26 -0.38 0.79 1240.40 1.00 3116 133 262 15 FALSE 0.42
colorectal cancer NRAS_12-61 IDH2 Any deletion 172 164 0.09 -0.72 0.76 1155.98 1.00 3765 164 156 8 TRUE 0.09
colorectal cancer NRAS_12-61 JAK2 Any deletion 172 89 0.23 -0.74 1.09 1451.18 1.00 3837 167 84 5 TRUE 0.21
melanoma NRAS_12-61 JAK2 Any deletion 378 157 0.51 0.16 0.84 1271.70 1.00 1094 326 105 52 TRUE 2.47
colorectal cancer NRAS_12-61 KRAS Any deletion 172 56 0.45 -0.74 1.41 1315.86 1.00 3869 168 52 4 TRUE 0.39
colorectal cancer NRAS_12-61 MAPK1 Any deletion 152 210 0.34 -0.36 0.92 1343.54 1.00 3387 140 198 12 FALSE 0.53
colorectal cancer NRAS_12-61 MAX Any deletion 119 110 0.24 -0.66 1.07 1547.89 1.00 2702 113 104 6 FALSE 0.23
colorectal cancer NRAS_12-61 MEF2B Any deletion 172 57 -0.43 -2.31 0.89 1417.64 1.00 3847 170 55 2 FALSE 0.23
colorectal cancer NRAS_12-61 MEN1 Any deletion 172 87 1.05 0.33 1.75 219.51 1.01 3825 162 77 10 TRUE 2.28
colorectal cancer NRAS_12-61 MPL Any deletion 172 152 0.02 -0.86 0.75 1486.56 1.00 3774 165 145 7 TRUE 0.01
colorectal cancer NRAS_12-61 MUTYH Any deletion 172 158 0.26 -0.49 0.92 1130.43 1.00 3753 163 149 9 TRUE 0.32
colorectal cancer NRAS_12-61 MYD88 Any deletion 172 81 -0.27 -1.50 0.81 1396.23 1.00 3826 169 78 3 TRUE 0.19
colorectal cancer NRAS_12-61 NEGR1 Any deletion 111 88 -0.32 -1.79 0.80 1017.04 1.00 2590 108 85 3 FALSE 0.21
colorectal cancer NRAS_12-61 NF2 Any deletion 172 218 0.24 -0.40 0.80 1301.60 1.00 3697 161 207 11 TRUE 0.38
thyroid cancer NRAS_12-61 NF2 Any deletion 111 52 1.09 0.48 1.70 1412.08 1.00 701 95 36 16 TRUE 3.17
colorectal cancer NRAS_12-61 NFKBIA Any deletion 168 207 -0.05 -0.78 0.61 1269.86 1.00 3499 159 198 9 FALSE 0.05
colorectal cancer NRAS_12-61 NKX2-1 Any deletion 172 219 -0.07 -0.77 0.54 1231.33 1.00 3692 163 210 9 TRUE 0.08
colorectal cancer NRAS_12-61 NPM1 Any deletion 172 127 0.97 0.34 1.56 909.80 1.00 3805 159 114 13 FALSE 2.83
colorectal cancer NRAS_12-61 NRAS Any deletion 172 190 -0.59 -1.57 0.26 1439.76 1.00 3736 167 185 5 TRUE 0.71
colorectal cancer NRAS_12-61 NTRK2 Any deletion 172 54 -2.60 -8.64 0.10 1513.87 1.00 3850 172 54 0 FALSE 0.58
melanoma NRAS_12-61 NTRK2 Any deletion 378 72 0.45 -0.06 0.97 1416.72 1.00 1148 354 48 24 FALSE 1.11
colorectal cancer NRAS_12-61 PHOX2B Any deletion 152 236 0.70 0.17 1.22 450.66 1.01 3365 134 218 18 TRUE 1.93
colorectal cancer NRAS_12-61 PPM1D Any deletion 115 51 1.44 0.59 2.19 1448.24 1.00 2556 107 43 8 FALSE 3.37
colorectal cancer NRAS_12-61 PRDM1 Any deletion 172 71 -0.09 -1.41 0.90 1426.32 1.00 3834 169 68 3 FALSE 0.05
melanoma NRAS_12-61 PRDM1 Any deletion 378 141 0.42 0.06 0.80 1451.60 1.00 1093 333 96 45 FALSE 1.58
colorectal cancer NRAS_12-61 PRKAR1A Any deletion 172 100 1.32 0.70 1.90 1270.57 1.00 3816 158 86 14 TRUE 4.81
colorectal cancer NRAS_12-61 RAD51C Any deletion 139 53 1.31 0.66 2.02 48.04 1.04 3080 131 45 8 TRUE 4.05
colorectal cancer NRAS_12-61 RAD51 Any deletion 139 116 0.44 -0.30 1.14 254.89 1.01 3017 131 108 8 FALSE 0.61
colorectal cancer NRAS_12-61 RAF1 Any deletion 172 83 -0.29 -1.65 0.75 1392.62 1.00 3824 169 80 3 TRUE 0.19
colorectal cancer NRAS_12-61 RARA Any deletion 172 92 1.43 0.83 1.98 1312.53 1.00 3824 158 78 14 FALSE 5.75
colorectal cancer NRAS_12-61 RHOA Any deletion 119 53 0.18 -1.21 1.29 1364.93 1.00 2756 116 50 3 FALSE 0.11
colorectal cancer NRAS_12-61 RUNX1 Any deletion 172 112 0.39 -0.43 1.12 1389.62 1.00 3797 165 105 7 TRUE 0.49
colorectal cancer NRAS_12-61 SDHAF2 Any deletion 152 75 1.11 0.41 1.85 231.39 1.01 3517 143 66 9 TRUE 2.51
colorectal cancer NRAS_12-61 SDHB Any deletion 168 266 0.12 -0.52 0.69 797.70 1.00 3586 155 253 13 FALSE 0.16
colorectal cancer NRAS_12-61 SDHD Any deletion 168 113 0.62 -0.10 1.28 1528.81 1.00 3735 159 104 9 FALSE 1.13
melanoma NRAS_12-61 SDHD Any deletion 372 105 0.53 0.11 0.95 1437.15 1.00 1089 336 69 36 FALSE 1.91
colorectal cancer NRAS_12-61 SMARCB1 Any deletion 172 217 0.18 -0.46 0.78 1458.56 1.00 3715 161 206 11 TRUE 0.24
colorectal cancer NRAS_12-61 SRSF2 Any deletion 148 88 1.19 0.49 1.85 773.07 1.00 3301 137 77 11 FALSE 3.17
colorectal cancer NRAS_12-61 STAT3 Any deletion 164 88 1.50 0.86 2.05 1030.94 1.00 3562 150 74 14 FALSE 6.01
colorectal cancer NRAS_12-61 STK11 Any deletion 172 98 0.50 -0.31 1.25 1043.37 1.00 3830 165 91 7 TRUE 0.64
colorectal cancer NRAS_12-61 SUFU Any deletion 172 169 0.06 -0.69 0.73 1411.61 1.00 3741 164 161 8 TRUE 0.07
melanoma NRAS_12-61 SUFU Any deletion 378 105 0.18 -0.26 0.60 1449.43 1.00 1115 349 76 29 TRUE 0.40
colorectal cancer NRAS_12-61 SUZ12 Any deletion 152 91 1.47 0.75 2.09 339.91 1.01 3506 138 77 14 FALSE 4.81
colorectal cancer NRAS_12-61 TMPRSS2 Any deletion 165 113 0.34 -0.52 1.11 1274.89 1.00 3639 158 106 7 FALSE 0.40
colorectal cancer NRAS_12-61 TSHR Any deletion 139 116 0.06 -0.79 0.89 16.57 1.08 3013 133 110 6 TRUE 0.05
colorectal cancer NRAS_12-61 U2AF1 Any deletion 168 127 0.40 -0.35 1.10 1388.74 1.00 3722 160 119 8 FALSE 0.55
colorectal cancer NRAS_12-61 VHL Any deletion 172 85 -0.32 -1.75 0.72 1440.98 1.00 3837 169 82 3 TRUE 0.22
colorectal cancer NRAS_12-61 YAP1 Any deletion 119 52 1.27 0.31 2.09 1498.23 1.00 2759 112 45 7 FALSE 2.37
colorectal cancer NRAS_12-61 CTNNA1 Any deletion 55 92 0.37 -0.50 1.14 1526.44 1.00 885 48 85 7 FALSE 0.42
colorectal cancer NRAS_12-61 ETV4 Any deletion 88 80 1.39 0.82 2.00 64.92 1.03 1682 75 67 13 FALSE 5.91
colorectal cancer NRAS_12-61 EWSR1 Any deletion 88 214 0.05 -0.62 0.67 1196.72 1.00 1546 77 203 11 TRUE 0.06
colorectal cancer NRAS_12-61 FANCD2 Any deletion 88 88 -0.54 -2.00 0.56 1176.88 1.01 1666 85 85 3 TRUE 0.38
colorectal cancer NRAS_12-61 FANCI Any deletion 55 84 0.02 -1.05 0.95 1284.33 1.00 893 50 79 5 TRUE 0.01
colorectal cancer NRAS_12-61 FANCM Any deletion 55 107 -0.25 -1.28 0.64 941.40 1.00 868 50 102 5 TRUE 0.21
colorectal cancer NRAS_12-61 KAT6A Any deletion 55 89 -0.06 -1.12 0.83 1065.79 1.00 886 50 84 5 FALSE 0.04
colorectal cancer NRAS_12-61 MYCL Any deletion 172 163 0.10 -0.71 0.80 1342.43 1.00 3749 164 155 8 FALSE 0.10
colorectal cancer NRAS_12-61 RPA1 Any deletion 55 292 0.61 0.05 1.15 1507.85 1.00 701 32 269 23 FALSE 1.58
colorectal cancer NRAS_12-61 XRCC3 Any deletion 55 104 0.01 -0.95 0.76 1093.35 1.00 872 49 98 6 FALSE 0.01
colorectal cancer NRAS_12-61 FAS Any deletion 84 196 -0.09 -0.82 0.53 1480.98 1.00 1499 75 187 9 FALSE 0.10
melanoma NRAS_12-61 FAS Any deletion 158 108 0.17 -0.30 0.63 1566.88 1.00 373 127 77 31 FALSE 0.32
colorectal cancer NRAS_12-61 GATA4 Any deletion 84 602 0.22 -0.21 0.66 1485.34 1.00 1117 51 569 33 FALSE 0.48
melanoma NRAS_12-61 GATA4 Any deletion 158 85 0.20 -0.29 0.70 1508.68 1.00 390 133 60 25 FALSE 0.36
colorectal cancer NRAS_12-61 GATA6 Any deletion 84 521 0.20 -0.20 0.66 59.94 1.06 1194 55 492 29 FALSE 0.42
colorectal cancer NRAS_12-61 PDCD1LG2 Any deletion 130 82 0.02 -1.01 0.90 1417.19 1.00 2694 126 78 4 FALSE 0.01
melanoma NRAS_12-61 PDCD1LG2 Any deletion 283 151 0.40 0.01 0.75 1583.44 1.00 718 234 102 49 FALSE 1.42
colorectal cancer NRAS_12-61 PPARG Any deletion 123 69 -0.20 -1.52 0.88 1238.13 1.00 2551 120 66 3 FALSE 0.12
colorectal cancer NRAS_12-61 QKI Any deletion 77 67 -0.57 -2.04 0.54 1476.87 1.00 1464 75 65 2 FALSE 0.41
melanoma NRAS_12-61 QKI Any deletion 144 117 0.28 -0.16 0.73 1238.59 1.00 344 109 82 35 FALSE 0.67
colorectal cancer NRAS_12-61 TP53BP1 Any deletion 97 110 0.28 -0.58 1.03 978.76 1.00 1890 90 103 7 FALSE 0.30
colorectal cancer NRAS_12-61 ZNRF3 Any deletion 58 103 0.45 -0.36 1.17 808.41 1.00 969 50 95 8 FALSE 0.63
colorectal cancer NRAS_12-61 BCL2L12 Any deletion 68 56 -0.49 -2.32 0.85 1467.95 1.00 1376 66 54 2 FALSE 0.27
colorectal cancer NRAS_12-61 BUB1B Any deletion 68 212 0.33 -0.36 0.95 1316.88 1.00 1231 55 199 13 TRUE 0.49
colorectal cancer NRAS_12-61 CIITA Any deletion 68 65 0.48 -0.50 1.40 207.90 1.01 1370 63 60 5 FALSE 0.45
colorectal cancer NRAS_12-61 PRF1 Any deletion 68 116 -0.41 -1.50 0.50 1393.82 1.00 1318 64 112 4 FALSE 0.37
melanoma NRAS_12-61 PRF1 Any deletion 118 97 -0.02 -0.53 0.48 1515.17 1.00 243 92 71 26 FALSE 0.03
colorectal cancer NRAS_12-61 SETBP1 Any deletion 73 732 0.34 -0.14 0.80 1269.11 1.00 842 34 693 39 FALSE 0.83
colorectal cancer NRAS_12-61 SMC3 Any deletion 68 148 -0.03 -0.89 0.74 1567.31 1.00 1289 61 141 7 FALSE 0.03
melanoma NRAS_12-61 SMC3 Any deletion 118 93 0.06 -0.45 0.58 1391.83 1.00 247 92 67 26 FALSE 0.09
colorectal cancer NRAS_12-61 WRN Any deletion 68 585 0.20 -0.27 0.67 1568.66 1.00 875 38 555 30 TRUE 0.39
melanoma NRAS_12-61 WRN Any deletion 118 84 0.30 -0.23 0.80 1560.84 1.00 257 91 57 27 TRUE 0.60
colorectal cancer NRAS_12-61 XPC Any deletion 68 83 -0.44 -1.83 0.68 1626.67 1.00 1350 65 80 3 TRUE 0.30
colorectal cancer NRAS_12-61 SS18 Any deletion 61 625 0.38 -0.14 0.90 1019.87 1.00 682 27 591 34 FALSE 0.81
melanoma NRAS_12-61 KAT6B Any deletion 63 54 -0.18 -0.93 0.50 1002.60 1.00 119 49 40 14 FALSE 0.21
melanoma NRAS_12-61 KLLN Any deletion 63 54 0.07 -0.61 0.73 1335.13 1.00 121 47 38 16 FALSE 0.07
melanoma NRAS_12-61 MTAP Any deletion 63 88 0.72 0.03 1.19 4.06 1.33 105 32 57 31 FALSE 1.27
melanoma NRAS_12-61 NT5C2 Any deletion 63 54 0.08 -0.62 0.71 1394.10 1.00 121 47 38 16 FALSE 0.09
melanoma NRAS_12-61 USP28 Any deletion 63 51 0.43 -0.22 1.07 1411.84 1.00 129 45 33 18 FALSE 0.72
colorectal cancer NRAS_12-61 USP8 Any deletion 61 106 0.38 -0.51 1.13 1555.73 1.00 1174 54 99 7 FALSE 0.43
colorectal cancer NRAS_12-61 FAM175A Any deletion 135 130 1.03 0.41 1.62 1275.63 1.00 2944 121 116 14 FALSE 3.13
colorectal cancer NRAS_12-61 MRE11A Any deletion 139 53 0.80 -0.26 1.71 1345.75 1.00 3077 134 48 5 FALSE 0.94
colorectal cancer NRAS_12-61 PARK2 Any deletion 171 103 -0.47 -1.69 0.53 1492.86 1.00 3757 168 100 3 FALSE 0.39
melanoma NRAS_12-61 PARK2 Any deletion 372 149 0.40 0.04 0.78 1349.32 1.00 1056 325 102 47 FALSE 1.48
colorectal cancer NRAS_12-61 WHSC1 Any deletion 81 135 0.88 0.22 1.50 90.78 1.04 1615 68 122 13 FALSE 2.37
colorectal cancer NRAS_12-61 WHSC1L1 Any deletion 86 166 0.42 -0.24 1.10 1147.47 1.00 1687 75 155 11 FALSE 0.65
melanoma NRAS_12-61 FANCC Any deletion 378 75 0.60 0.11 1.07 1077.15 1.00 1141 351 48 27 TRUE 1.83
melanoma NRAS_12-61 PAX5 Any deletion 378 126 0.88 0.50 1.25 1090.56 1.00 1118 326 74 52 TRUE 5.33
melanoma NRAS_12-61 TNFAIP3 Any deletion 378 133 0.46 0.14 0.83 62.24 1.06 1102 334 89 44 TRUE 1.71
melanoma NRAS_12-61 ARHGEF12 Any deletion 63 53 0.13 -0.54 0.81 1205.40 1.00 125 47 37 16 FALSE 0.16
melanoma NRAS_12-61 MYB Any deletion 158 124 0.53 0.12 0.94 1625.98 1.00 369 115 81 43 FALSE 1.89
melanoma NRAS_12-61 FANCG Any deletion 164 119 0.91 0.45 1.35 985.67 1.00 411 115 70 49 TRUE 4.53
melanoma NRAS_12-61 CYLD Any deletion 283 69 0.52 0.01 1.02 1274.30 1.00 775 258 44 25 FALSE 1.31
melanoma NRAS_12-61 XPA Any deletion 118 79 0.52 0.04 1.00 33.85 1.10 264 89 50 29 TRUE 1.11
melanoma NRAS_12-61 DOCK8 Any deletion 63 79 0.71 0.11 1.30 1333.06 1.00 110 33 49 30 FALSE 1.72
melanoma NRAS_12-61 HMBS Any deletion 63 53 0.32 -0.33 0.97 1146.37 1.00 124 45 35 18 FALSE 0.46
melanoma NRAS_12-61 PNRC1 Any deletion 315 57 0.67 0.13 1.19 1439.96 1.00 994 294 36 21 FALSE 1.88
melanoma NRAS_12-61 RSPO3 Any deletion 63 58 0.29 -0.36 0.93 1449.86 1.00 120 44 39 19 FALSE 0.42
colorectal cancer RAS_12 AKT1 Any deletion 1267 204 -0.32 -0.65 -0.01 1417.85 1.00 2672 1217 154 50 TRUE 1.32
cancer of unknown primary RAS_12 AKT1 Any deletion 239 58 -0.59 -1.46 0.13 1573.25 1.00 1127 234 53 5 TRUE 0.83
non-small cell lung cancer RAS_12 AKT1 Any deletion 1692 92 0.24 -0.19 0.67 1638.62 1.00 4767 1662 62 30 TRUE 0.58
ovarian cancer RAS_12 AKT1 Any deletion 149 64 0.32 -0.34 0.97 1365.99 1.00 1419 140 55 9 TRUE 0.45
colorectal cancer RAS_12 ALOX12B Any deletion 1044 294 0.19 -0.06 0.43 1640.91 1.00 2152 942 192 102 FALSE 0.88
non-small cell lung cancer RAS_12 ALOX12B Any deletion 1433 273 -0.41 -0.73 -0.11 1433.68 1.00 4014 1382 222 51 FALSE 2.07
pancreatic cancer RAS_12 ALOX12B Any deletion 1260 52 0.47 -0.10 1.11 1378.25 1.00 568 1218 10 42 FALSE 0.89
uterine cancer RAS_12 ALOX12B Any deletion 215 74 -1.13 -2.16 -0.26 1460.71 1.00 1321 212 71 3 FALSE 1.73
ovarian cancer RAS_12 ALOX12B Any deletion 127 156 -0.56 -1.22 0.07 1403.32 1.00 1104 118 147 9 FALSE 1.03
colorectal cancer RAS_12 AURKB Any deletion 1262 585 0.08 -0.11 0.27 1473.13 1.00 2417 1072 395 190 FALSE 0.39
cancer of unknown primary RAS_12 AURKB Any deletion 238 124 -0.08 -0.57 0.38 1361.04 1.00 1074 218 104 20 FALSE 0.13
non-small cell lung cancer RAS_12 AURKB Any deletion 1667 452 -0.12 -0.34 0.09 1412.60 1.00 4435 1559 344 108 FALSE 0.53
pancreatic cancer RAS_12 AURKB Any deletion 1435 138 0.68 0.28 1.12 1499.94 1.00 638 1322 25 113 FALSE 2.77
uterine cancer RAS_12 AURKB Any deletion 243 104 -0.82 -1.59 -0.15 1452.18 1.00 1503 237 98 6 FALSE 1.52
ovarian cancer RAS_12 AURKB Any deletion 149 238 -0.45 -0.98 0.08 1357.77 1.00 1251 134 223 15 FALSE 1.00
colorectal cancer RAS_12 BCL2 Any deletion 1262 792 0.17 0.01 0.33 1471.48 1.00 2288 994 524 268 TRUE 1.35
cancer of unknown primary RAS_12 BCL2 Any deletion 238 114 -0.10 -0.59 0.35 1468.43 1.00 1082 220 96 18 TRUE 0.15
non-small cell lung cancer RAS_12 BCL2 Any deletion 1667 373 -0.35 -0.61 -0.10 1500.48 1.00 4480 1593 299 74 TRUE 2.17
pancreatic cancer RAS_12 BCL2 Any deletion 1435 176 0.38 0.05 0.72 1421.52 1.00 620 1302 43 133 TRUE 1.60
uterine cancer RAS_12 BCL2 Any deletion 243 66 -0.15 -0.87 0.53 1479.23 1.00 1543 235 58 8 TRUE 0.18
ovarian cancer RAS_12 BCL2 Any deletion 149 185 -0.50 -1.14 0.04 1489.14 1.00 1300 138 174 11 TRUE 1.02
colorectal cancer RAS_12 BMPR1A Any deletion 1247 188 0.15 -0.15 0.44 1487.05 1.00 2660 1180 121 67 TRUE 0.49
cancer of unknown primary RAS_12 BMPR1A Any deletion 238 67 -0.64 -1.32 0.00 1607.03 1.00 1109 231 60 7 TRUE 1.23
non-small cell lung cancer RAS_12 BMPR1A Any deletion 1658 181 -0.83 -1.26 -0.44 1520.80 1.00 4597 1634 157 24 TRUE 4.32
uterine cancer RAS_12 BMPR1A Any deletion 242 54 -1.21 -2.33 -0.36 1671.87 1.00 1531 241 53 1 TRUE 1.85
ovarian cancer RAS_12 BMPR1A Any deletion 146 71 -0.97 -1.94 -0.15 1483.77 1.00 1376 144 69 2 TRUE 1.42
colorectal cancer RAS_12 CBL Any deletion 1263 99 0.24 -0.14 0.65 1380.12 1.00 2752 1225 61 38 TRUE 0.62
cancer of unknown primary RAS_12 CBL Any deletion 239 99 -0.74 -1.42 -0.17 1292.95 1.00 1089 231 91 8 TRUE 1.68
non-small cell lung cancer RAS_12 CBL Any deletion 1668 133 -0.26 -0.66 0.12 1465.80 1.00 4682 1639 104 29 TRUE 0.70
uterine cancer RAS_12 CBL Any deletion 243 69 -0.88 -1.84 -0.13 1488.29 1.00 1536 240 66 3 TRUE 1.38
ovarian cancer RAS_12 CBL Any deletion 149 79 0.07 -0.62 0.73 1590.47 1.00 1404 140 70 9 TRUE 0.08
colorectal cancer RAS_12 CD274 Any deletion 1241 88 -0.55 -1.04 -0.07 1468.81 1.00 2696 1223 70 18 FALSE 1.56
cancer of unknown primary RAS_12 CD274 Any deletion 239 111 0.04 -0.46 0.53 1479.04 1.00 1080 219 91 20 FALSE 0.07
non-small cell lung cancer RAS_12 CD274 Any deletion 1658 341 -0.26 -0.52 0.00 1550.87 1.00 4482 1585 268 73 FALSE 1.31
pancreatic cancer RAS_12 CD274 Any deletion 1430 103 0.24 -0.19 0.69 1447.21 1.00 631 1354 27 76 FALSE 0.55
uterine cancer RAS_12 CD274 Any deletion 242 65 -0.42 -1.21 0.32 1466.80 1.00 1532 236 59 6 FALSE 0.53
ovarian cancer RAS_12 CD274 Any deletion 146 121 -0.07 -0.68 0.50 1381.61 1.00 1334 135 110 11 FALSE 0.08
colorectal cancer RAS_12 CD79B Any deletion 1262 108 0.33 -0.07 0.71 1406.72 1.00 2746 1220 66 42 FALSE 0.99
ovarian cancer RAS_12 CD79B Any deletion 149 87 -0.50 -1.52 0.27 1563.62 1.00 1392 144 82 5 FALSE 0.56
colorectal cancer RAS_12 CDKN1B Any deletion 1263 76 -0.41 -0.93 0.04 1327.32 1.00 2753 1247 60 16 TRUE 0.96
non-small cell lung cancer RAS_12 CDKN1B Any deletion 1668 184 0.04 -0.29 0.37 1542.38 1.00 4653 1617 133 51 TRUE 0.10
colorectal cancer RAS_12 CDKN2C Any deletion 1262 177 0.31 -0.01 0.61 1348.34 1.00 2702 1195 110 67 TRUE 1.30
cancer of unknown primary RAS_12 CDKN2C Any deletion 238 53 -0.10 -0.79 0.54 1408.94 1.00 1132 230 45 8 TRUE 0.11
non-small cell lung cancer RAS_12 CDKN2C Any deletion 1667 140 0.39 0.04 0.75 1360.68 1.00 4687 1619 92 48 TRUE 1.54
pancreatic cancer RAS_12 CDKN2C Any deletion 1435 66 -0.70 -1.19 -0.24 1421.85 1.00 630 1402 33 33 TRUE 2.36
ovarian cancer RAS_12 CDKN2C Any deletion 149 55 1.32 0.67 1.91 1494.24 1.00 1435 133 39 16 TRUE 4.57
colorectal cancer RAS_12 CHEK1 Any deletion 1023 53 -0.11 -0.70 0.46 1285.91 1.00 2204 1007 37 16 FALSE 0.15
cancer of unknown primary RAS_12 CHEK1 Any deletion 184 63 -0.53 -1.34 0.16 1436.47 1.00 896 178 57 6 FALSE 0.76
non-small cell lung cancer RAS_12 CHEK1 Any deletion 1198 66 0.10 -0.46 0.61 1320.59 1.00 3491 1179 47 19 FALSE 0.14
colorectal cancer RAS_12 CHEK2 Any deletion 1263 214 0.46 0.17 0.75 1445.17 1.00 2688 1174 125 89 TRUE 2.90
cancer of unknown primary RAS_12 CHEK2 Any deletion 239 70 -0.37 -1.08 0.26 1586.86 1.00 1118 230 61 9 TRUE 0.53
non-small cell lung cancer RAS_12 CHEK2 Any deletion 1668 135 0.07 -0.31 0.44 1289.43 1.00 4689 1630 97 38 TRUE 0.16
pancreatic cancer RAS_12 CHEK2 Any deletion 1440 64 -0.35 -0.81 0.13 1356.34 1.00 639 1401 25 39 TRUE 0.82
uterine cancer RAS_12 CHEK2 Any deletion 243 81 -0.96 -1.86 -0.20 1541.55 1.00 1523 239 77 4 TRUE 1.59
ovarian cancer RAS_12 CHEK2 Any deletion 149 175 -0.89 -1.67 -0.22 1587.96 1.00 1306 142 168 7 TRUE 1.83
colorectal cancer RAS_12 CRKL Any deletion 1262 203 0.44 0.15 0.74 1514.12 1.00 2692 1179 120 83 FALSE 2.59
cancer of unknown primary RAS_12 CRKL Any deletion 238 62 -0.23 -0.98 0.40 1403.07 1.00 1125 229 53 9 FALSE 0.30
non-small cell lung cancer RAS_12 CRKL Any deletion 1667 104 0.14 -0.26 0.56 1528.80 1.00 4706 1636 73 31 FALSE 0.31
pancreatic cancer RAS_12 CRKL Any deletion 1435 55 -0.50 -1.00 0.04 1552.32 1.00 639 1404 24 31 FALSE 1.27
uterine cancer RAS_12 CRKL Any deletion 243 70 -0.81 -1.71 -0.04 1516.83 1.00 1535 239 66 4 FALSE 1.21
ovarian cancer RAS_12 CRKL Any deletion 149 144 -0.56 -1.21 0.09 1307.41 1.00 1338 141 136 8 FALSE 1.00
colorectal cancer RAS_12 CSF3R Any deletion 1041 180 0.25 -0.06 0.56 1472.04 1.00 2206 976 115 65 FALSE 0.99
non-small cell lung cancer RAS_12 CSF3R Any deletion 1434 108 0.63 0.25 1.01 1427.86 1.00 3851 1390 64 44 FALSE 2.87
pancreatic cancer RAS_12 CSF3R Any deletion 1350 62 -0.85 -1.34 -0.35 1208.85 1.00 551 1320 32 30 FALSE 2.92
ovarian cancer RAS_12 CSF3R Any deletion 106 52 1.42 0.73 2.03 1373.94 1.00 1072 91 37 15 FALSE 4.75
colorectal cancer RAS_12 ERCC2 Any deletion 1263 52 0.08 -0.46 0.64 1332.45 1.00 2779 1245 34 18 TRUE 0.11
non-small cell lung cancer RAS_12 ERCC2 Any deletion 1668 142 -0.63 -1.08 -0.21 923.66 1.00 4666 1646 120 22 TRUE 2.29
ovarian cancer RAS_12 ERCC2 Any deletion 149 105 -0.14 -0.83 0.48 1536.19 1.00 1378 140 96 9 TRUE 0.17
colorectal cancer RAS_12 ERG Any deletion 1221 106 -0.34 -0.80 0.09 1426.32 1.00 2609 1195 80 26 FALSE 0.87
non-small cell lung cancer RAS_12 ERG Any deletion 1547 79 -0.05 -0.54 0.42 1490.00 1.00 4337 1526 58 21 FALSE 0.07
pancreatic cancer RAS_12 ERG Any deletion 1415 51 -0.31 -0.86 0.23 1545.07 1.00 623 1384 20 31 FALSE 0.59
colorectal cancer RAS_12 ETV6 Any deletion 1262 63 -0.43 -0.96 0.09 1381.00 1.00 2762 1249 50 13 FALSE 0.99
non-small cell lung cancer RAS_12 ETV6 Any deletion 1667 153 -0.05 -0.38 0.28 1442.24 1.00 4666 1627 113 40 FALSE 0.11
colorectal cancer RAS_12 FAM46C Any deletion 1262 162 0.21 -0.14 0.51 1535.82 1.00 2708 1204 104 58 FALSE 0.66
non-small cell lung cancer RAS_12 FAM46C Any deletion 1667 182 0.20 -0.14 0.53 1409.76 1.00 4652 1612 127 55 FALSE 0.63
pancreatic cancer RAS_12 FAM46C Any deletion 1435 61 -0.67 -1.17 -0.21 1443.12 1.00 633 1404 30 31 FALSE 2.14
colorectal cancer RAS_12 FOXA1 Any deletion 901 120 -0.25 -0.68 0.15 878.29 1.00 1933 870 89 31 FALSE 0.65
colorectal cancer RAS_12 GNA11 Any deletion 1267 94 -0.52 -1.01 -0.04 1353.93 1.00 2752 1247 74 20 TRUE 1.44
cancer of unknown primary RAS_12 GNA11 Any deletion 239 66 0.02 -0.59 0.61 1422.64 1.00 1125 227 54 12 TRUE 0.02
non-small cell lung cancer RAS_12 GNA11 Any deletion 1692 311 -0.01 -0.27 0.24 1674.95 1.00 4599 1611 230 81 TRUE 0.02
pancreatic cancer RAS_12 GNA11 Any deletion 1440 51 0.08 -0.44 0.68 1294.32 1.00 650 1403 14 37 TRUE 0.11
uterine cancer RAS_12 GNA11 Any deletion 243 115 -0.73 -1.45 -0.09 1499.82 1.00 1493 235 107 8 TRUE 1.48
ovarian cancer RAS_12 GNA11 Any deletion 149 272 -0.87 -1.45 -0.33 1600.50 1.00 1214 137 260 12 TRUE 2.60
colorectal cancer RAS_12 GREM1 Any deletion 1001 105 -0.25 -0.67 0.15 1570.62 1.00 2117 973 77 28 FALSE 0.63
non-small cell lung cancer RAS_12 GREM1 Any deletion 1188 108 -0.02 -0.47 0.40 1601.55 1.00 3422 1160 80 28 FALSE 0.04
ovarian cancer RAS_12 GREM1 Any deletion 92 63 -0.59 -1.66 0.23 1430.27 1.00 861 89 60 3 FALSE 0.66
colorectal cancer RAS_12 H3F3B Any deletion 842 54 -0.01 -0.62 0.60 1569.16 1.00 1835 825 37 17 TRUE 0.01
colorectal cancer RAS_12 ID3 Any deletion 1082 277 0.13 -0.14 0.38 1348.51 1.00 2259 990 185 92 FALSE 0.49
cancer of unknown primary RAS_12 ID3 Any deletion 221 88 -0.15 -0.70 0.40 1413.10 1.00 1017 208 75 13 FALSE 0.22
non-small cell lung cancer RAS_12 ID3 Any deletion 1554 166 0.33 0.00 0.66 1449.79 1.00 4189 1498 110 56 FALSE 1.32
pancreatic cancer RAS_12 ID3 Any deletion 1370 90 -0.34 -0.74 0.07 1555.23 1.00 568 1315 35 55 FALSE 0.96
uterine cancer RAS_12 ID3 Any deletion 226 62 -0.06 -0.77 0.62 1292.62 1.00 1404 218 54 8 FALSE 0.07
ovarian cancer RAS_12 ID3 Any deletion 128 141 0.58 0.08 1.04 1384.37 1.00 1187 107 120 21 FALSE 1.71
colorectal cancer RAS_12 IDH2 Any deletion 1267 164 -0.19 -0.52 0.13 1325.57 1.00 2707 1222 119 45 TRUE 0.58
non-small cell lung cancer RAS_12 IDH2 Any deletion 1692 148 -0.28 -0.68 0.08 1576.03 1.00 4713 1660 116 32 TRUE 0.85
uterine cancer RAS_12 IDH2 Any deletion 243 59 -0.62 -1.45 0.12 1566.78 1.00 1545 239 55 4 TRUE 0.92
ovarian cancer RAS_12 IDH2 Any deletion 149 81 -0.44 -1.25 0.27 1551.70 1.00 1398 144 76 5 TRUE 0.60
colorectal cancer RAS_12 KRAS Any deletion 1267 56 -0.38 -0.89 0.11 1453.02 1.00 2784 1253 42 14 TRUE 0.86
non-small cell lung cancer RAS_12 KRAS Any deletion 1692 98 -0.43 -0.89 0.00 1657.42 1.00 4749 1674 80 18 TRUE 1.21
colorectal cancer RAS_12 MAP2K1 Any deletion 1263 186 -0.20 -0.52 0.14 1583.68 1.00 2678 1212 135 51 TRUE 0.63
non-small cell lung cancer RAS_12 MAP2K1 Any deletion 1668 157 -0.04 -0.41 0.30 1582.90 1.00 4670 1627 116 41 TRUE 0.09
uterine cancer RAS_12 MAP2K1 Any deletion 243 66 -0.72 -1.64 0.03 1560.64 1.00 1538 239 62 4 TRUE 1.09
ovarian cancer RAS_12 MAP2K1 Any deletion 149 105 -0.64 -1.44 0.06 1547.31 1.00 1374 144 100 5 TRUE 1.04
colorectal cancer RAS_12 MAPK1 Any deletion 1142 210 0.55 0.25 0.84 1590.79 1.00 2475 1052 120 90 FALSE 3.70
cancer of unknown primary RAS_12 MAPK1 Any deletion 229 65 -0.14 -0.81 0.47 1627.77 1.00 1076 219 55 10 FALSE 0.18
non-small cell lung cancer RAS_12 MAPK1 Any deletion 1622 110 0.15 -0.26 0.55 1630.71 1.00 4538 1589 77 33 FALSE 0.35
pancreatic cancer RAS_12 MAPK1 Any deletion 1390 58 -0.43 -0.93 0.09 1477.67 1.00 602 1356 24 34 FALSE 1.04
uterine cancer RAS_12 MAPK1 Any deletion 238 69 -0.62 -1.48 0.14 1366.57 1.00 1501 233 64 5 FALSE 0.88
ovarian cancer RAS_12 MAPK1 Any deletion 138 153 -0.61 -1.35 0.00 1404.06 1.00 1245 130 145 8 FALSE 1.08
colorectal cancer RAS_12 MEF2B Any deletion 1262 57 -0.14 -0.70 0.39 1261.19 1.00 2771 1246 41 16 FALSE 0.22
non-small cell lung cancer RAS_12 MEF2B Any deletion 1667 247 0.16 -0.11 0.41 1483.97 1.00 4604 1595 175 72 FALSE 0.60
colorectal cancer RAS_12 MPL Any deletion 1266 152 0.24 -0.08 0.56 1362.70 1.00 2728 1211 97 55 TRUE 0.81
non-small cell lung cancer RAS_12 MPL Any deletion 1691 113 0.52 0.13 0.89 1389.82 1.00 4751 1649 71 42 TRUE 2.03
pancreatic cancer RAS_12 MPL Any deletion 1435 57 -0.73 -1.26 -0.21 1539.40 1.00 634 1407 29 28 TRUE 2.18
ovarian cancer RAS_12 MPL Any deletion 149 54 1.48 0.86 2.06 1517.28 1.00 1437 132 37 17 TRUE 5.58
colorectal cancer RAS_12 MUTYH Any deletion 1262 158 0.24 -0.09 0.57 1329.77 1.00 2711 1205 101 57 TRUE 0.78
non-small cell lung cancer RAS_12 MUTYH Any deletion 1667 121 0.42 0.06 0.78 1430.79 1.00 4700 1625 79 42 TRUE 1.54
pancreatic cancer RAS_12 MUTYH Any deletion 1435 60 -0.71 -1.21 -0.20 1388.11 1.00 633 1405 30 30 TRUE 2.17
ovarian cancer RAS_12 MUTYH Any deletion 149 56 1.42 0.80 2.00 1268.41 1.00 1435 132 39 17 TRUE 5.33
colorectal cancer RAS_12 MYD88 Any deletion 1263 81 0.34 -0.10 0.77 1580.94 1.00 2765 1230 48 33 TRUE 0.89
cancer of unknown primary RAS_12 MYD88 Any deletion 239 116 -0.63 -1.27 -0.06 1363.72 1.00 1075 227 104 12 TRUE 1.43
non-small cell lung cancer RAS_12 MYD88 Any deletion 1668 323 -0.31 -0.59 -0.03 1256.93 1.00 4530 1601 256 67 TRUE 1.56
pancreatic cancer RAS_12 MYD88 Any deletion 1440 67 -0.74 -1.20 -0.25 1577.88 1.00 631 1406 33 34 TRUE 2.63
ovarian cancer RAS_12 MYD88 Any deletion 149 75 -1.48 -2.82 -0.37 1593.24 1.00 1400 148 74 1 TRUE 1.71
colorectal cancer RAS_12 NEGR1 Any deletion 863 88 0.26 -0.17 0.70 1401.07 1.00 1866 832 57 31 FALSE 0.64
non-small cell lung cancer RAS_12 NEGR1 Any deletion 1217 70 0.55 0.08 1.04 1465.08 1.00 3394 1189 42 28 FALSE 1.69
colorectal cancer RAS_12 NF2 Any deletion 1263 218 0.43 0.16 0.69 1172.93 1.00 2684 1174 129 89 TRUE 2.69
cancer of unknown primary RAS_12 NF2 Any deletion 239 68 -0.34 -1.07 0.29 1712.04 1.00 1121 230 59 9 TRUE 0.49
non-small cell lung cancer RAS_12 NF2 Any deletion 1668 142 0.08 -0.29 0.46 1563.24 1.00 4684 1628 102 40 TRUE 0.18
pancreatic cancer RAS_12 NF2 Any deletion 1440 64 -0.41 -0.90 0.07 1525.37 1.00 638 1402 26 38 TRUE 0.99
uterine cancer RAS_12 NF2 Any deletion 243 79 -0.93 -1.89 -0.17 1376.72 1.00 1527 239 75 4 TRUE 1.48
ovarian cancer RAS_12 NF2 Any deletion 149 179 -0.78 -1.49 -0.14 1490.13 1.00 1303 141 171 8 TRUE 1.63
colorectal cancer RAS_12 NFKBIA Any deletion 1203 207 -0.23 -0.55 0.06 1376.08 1.00 2510 1148 152 55 FALSE 0.81
cancer of unknown primary RAS_12 NFKBIA Any deletion 231 52 -0.50 -1.39 0.24 1381.18 1.00 1093 226 47 5 FALSE 0.65
ovarian cancer RAS_12 NFKBIA Any deletion 139 60 0.61 -0.08 1.26 1509.10 1.00 1342 128 49 11 FALSE 1.11
colorectal cancer RAS_12 NPM1 Any deletion 1266 127 -0.65 -1.09 -0.26 1396.12 1.00 2723 1241 102 25 FALSE 2.65
cancer of unknown primary RAS_12 NPM1 Any deletion 239 53 -0.63 -1.40 0.11 1619.95 1.00 1131 233 47 6 FALSE 0.99
non-small cell lung cancer RAS_12 NPM1 Any deletion 1691 140 -0.77 -1.22 -0.34 1371.22 1.00 4702 1671 120 20 FALSE 3.25
ovarian cancer RAS_12 NPM1 Any deletion 149 78 -0.87 -1.75 -0.12 1382.23 1.00 1399 146 75 3 FALSE 1.38
colorectal cancer RAS_12 NRAS Any deletion 1267 190 0.31 0.01 0.61 1471.59 1.00 2707 1196 119 71 TRUE 1.38
cancer of unknown primary RAS_12 NRAS Any deletion 239 62 0.25 -0.38 0.84 1292.14 1.00 1131 226 49 13 TRUE 0.38
non-small cell lung cancer RAS_12 NRAS Any deletion 1692 209 0.26 -0.05 0.56 1521.88 1.00 4685 1627 144 65 TRUE 1.09
pancreatic cancer RAS_12 NRAS Any deletion 1440 64 -0.64 -1.13 -0.14 1320.63 1.00 633 1407 31 33 TRUE 2.04
ovarian cancer RAS_12 NRAS Any deletion 149 55 1.20 0.60 1.79 1494.21 1.00 1434 134 40 15 TRUE 4.03
colorectal cancer RAS_12 PHOX2B Any deletion 1141 236 -0.05 -0.34 0.24 1432.30 1.00 2429 1070 165 71 TRUE 0.13
cancer of unknown primary RAS_12 PHOX2B Any deletion 228 70 -0.52 -1.20 0.14 1304.93 1.00 1065 220 62 8 TRUE 0.89
non-small cell lung cancer RAS_12 PHOX2B Any deletion 1621 121 -0.84 -1.34 -0.36 1416.03 1.00 4503 1605 105 16 TRUE 3.12
ovarian cancer RAS_12 PHOX2B Any deletion 138 124 -0.69 -1.46 -0.04 1478.32 1.00 1272 132 118 6 TRUE 1.25
colorectal cancer RAS_12 PPM1D Any deletion 842 51 0.19 -0.44 0.80 589.54 1.00 1839 824 33 18 FALSE 0.27
colorectal cancer RAS_12 PRDM1 Any deletion 1262 71 0.14 -0.36 0.60 1436.23 1.00 2766 1237 46 25 FALSE 0.25
cancer of unknown primary RAS_12 PRDM1 Any deletion 238 69 -0.18 -0.88 0.39 1461.32 1.00 1119 228 59 10 FALSE 0.25
non-small cell lung cancer RAS_12 PRDM1 Any deletion 1667 282 0.20 -0.06 0.45 1472.93 1.00 4581 1583 198 84 FALSE 0.85
pancreatic cancer RAS_12 PRDM1 Any deletion 1435 88 0.05 -0.38 0.50 1471.25 1.00 636 1374 27 61 FALSE 0.09
ovarian cancer RAS_12 PRDM1 Any deletion 149 130 -0.13 -0.78 0.44 1543.69 1.00 1355 138 119 11 FALSE 0.17
colorectal cancer RAS_12 PRKAR1A Any deletion 1262 100 0.42 -0.01 0.82 1452.76 1.00 2753 1221 59 41 TRUE 1.35
ovarian cancer RAS_12 PRKAR1A Any deletion 149 72 -0.32 -1.30 0.46 1418.68 1.00 1407 144 67 5 TRUE 0.32
colorectal cancer RAS_12 RAD51C Any deletion 1023 53 0.10 -0.53 0.69 1015.43 1.00 2206 1005 35 18 TRUE 0.13
colorectal cancer RAS_12 RAD51 Any deletion 1023 116 -0.23 -0.62 0.17 1314.35 1.00 2156 992 85 31 FALSE 0.59
non-small cell lung cancer RAS_12 RAD51 Any deletion 1198 118 0.04 -0.39 0.45 1518.09 1.00 3452 1166 86 32 FALSE 0.07
ovarian cancer RAS_12 RAD51 Any deletion 95 65 -0.61 -1.62 0.20 1411.75 1.00 889 92 62 3 FALSE 0.71
colorectal cancer RAS_12 RAF1 Any deletion 1263 83 0.31 -0.15 0.75 1452.52 1.00 2763 1230 50 33 TRUE 0.76
cancer of unknown primary RAS_12 RAF1 Any deletion 239 107 -0.62 -1.23 -0.06 1518.94 1.00 1084 228 96 11 TRUE 1.32
non-small cell lung cancer RAS_12 RAF1 Any deletion 1668 302 -0.39 -0.69 -0.10 1570.35 1.00 4543 1609 243 59 TRUE 1.98
pancreatic cancer RAS_12 RAF1 Any deletion 1440 56 -0.98 -1.47 -0.47 1351.00 1.00 633 1415 31 25 TRUE 3.82
ovarian cancer RAS_12 RAF1 Any deletion 149 66 -1.40 -2.82 -0.32 1351.55 1.00 1409 148 65 1 TRUE 1.48
colorectal cancer RAS_12 RARA Any deletion 1262 92 0.34 -0.09 0.77 1436.97 1.00 2757 1225 55 37 FALSE 0.94
uterine cancer RAS_12 RARA Any deletion 243 59 -1.49 -3.03 -0.32 1318.53 1.00 1544 241 57 2 FALSE 1.55
ovarian cancer RAS_12 RARA Any deletion 149 174 -2.08 -3.44 -1.03 1346.38 1.00 1302 147 172 2 FALSE 2.97
colorectal cancer RAS_12 RHOA Any deletion 902 53 0.21 -0.32 0.78 1263.31 1.00 1990 882 33 20 FALSE 0.36
cancer of unknown primary RAS_12 RHOA Any deletion 175 87 -0.54 -1.24 0.07 1322.57 1.00 827 166 78 9 FALSE 0.99
non-small cell lung cancer RAS_12 RHOA Any deletion 1152 140 -0.05 -0.44 0.34 1340.54 1.00 3262 1117 105 35 FALSE 0.10
pancreatic cancer RAS_12 RHOA Any deletion 1224 51 -0.56 -1.11 -0.01 1569.42 1.00 497 1195 22 29 FALSE 1.31
colorectal cancer RAS_12 RUNX1 Any deletion 1262 112 -0.25 -0.65 0.13 1247.14 1.00 2728 1234 84 28 TRUE 0.65
non-small cell lung cancer RAS_12 RUNX1 Any deletion 1667 99 -0.01 -0.46 0.41 1545.51 1.00 4707 1640 72 27 TRUE 0.02
colorectal cancer RAS_12 SDHAF2 Any deletion 1141 75 0.30 -0.18 0.76 1344.93 1.00 2548 1112 46 29 TRUE 0.68
non-small cell lung cancer RAS_12 SDHAF2 Any deletion 1621 56 -0.76 -1.59 -0.07 1492.63 1.00 4559 1614 49 7 TRUE 1.24
colorectal cancer RAS_12 SDHB Any deletion 1241 266 0.18 -0.09 0.42 1473.23 1.00 2592 1149 174 92 FALSE 0.76
cancer of unknown primary RAS_12 SDHB Any deletion 238 79 -0.22 -0.88 0.36 1472.33 1.00 1102 227 68 11 FALSE 0.32
non-small cell lung cancer RAS_12 SDHB Any deletion 1658 148 0.45 0.09 0.77 1472.32 1.00 4655 1605 95 53 FALSE 2.04
pancreatic cancer RAS_12 SDHB Any deletion 1430 80 -0.48 -0.90 -0.04 1237.28 1.00 623 1385 35 45 FALSE 1.47
uterine cancer RAS_12 SDHB Any deletion 242 64 -0.09 -0.82 0.57 1538.72 1.00 1533 234 56 8 FALSE 0.10
ovarian cancer RAS_12 SDHB Any deletion 146 117 0.76 0.24 1.23 1567.09 1.00 1348 125 96 21 FALSE 2.65
colorectal cancer RAS_12 SDHD Any deletion 1241 113 0.21 -0.17 0.58 1445.59 1.00 2695 1199 71 42 FALSE 0.55
cancer of unknown primary RAS_12 SDHD Any deletion 238 100 -0.55 -1.20 -0.01 1547.64 1.00 1080 228 90 10 FALSE 1.14
non-small cell lung cancer RAS_12 SDHD Any deletion 1658 145 -0.24 -0.65 0.12 1342.88 1.00 4637 1626 113 32 FALSE 0.68
uterine cancer RAS_12 SDHD Any deletion 242 71 -0.85 -1.81 -0.15 1543.63 1.00 1521 239 68 3 FALSE 1.38
ovarian cancer RAS_12 SDHD Any deletion 146 84 0.00 -0.65 0.67 1566.05 1.00 1369 137 75 9 FALSE 0.01
colorectal cancer RAS_12 SMARCB1 Any deletion 1267 217 0.50 0.23 0.76 1172.45 1.00 2701 1175 125 92 TRUE 3.43
cancer of unknown primary RAS_12 SMARCB1 Any deletion 239 78 -0.34 -1.03 0.26 1457.35 1.00 1112 229 68 10 TRUE 0.52
non-small cell lung cancer RAS_12 SMARCB1 Any deletion 1692 118 0.22 -0.17 0.60 1598.60 1.00 4748 1655 81 37 TRUE 0.57
pancreatic cancer RAS_12 SMARCB1 Any deletion 1440 63 -0.41 -0.92 0.07 1354.94 1.00 638 1403 26 37 TRUE 0.99
uterine cancer RAS_12 SMARCB1 Any deletion 243 77 -0.72 -1.62 0.03 1469.32 1.00 1530 238 72 5 TRUE 1.09
ovarian cancer RAS_12 SMARCB1 Any deletion 149 165 -0.71 -1.43 -0.06 1689.07 1.00 1317 141 157 8 TRUE 1.39
colorectal cancer RAS_12 SRSF2 Any deletion 1082 88 0.30 -0.13 0.76 1448.72 1.00 2390 1048 54 34 FALSE 0.75
ovarian cancer RAS_12 SRSF2 Any deletion 128 72 -1.73 -3.82 -0.33 1504.64 1.00 1236 127 71 1 FALSE 1.27
colorectal cancer RAS_12 STAT3 Any deletion 1183 88 0.31 -0.14 0.74 1180.84 1.00 2564 1148 53 35 FALSE 0.78
uterine cancer RAS_12 STAT3 Any deletion 230 67 -1.19 -2.25 -0.25 1500.47 1.00 1420 227 64 3 FALSE 1.66
ovarian cancer RAS_12 STAT3 Any deletion 136 160 -1.61 -2.78 -0.69 1497.15 1.00 1204 133 157 3 FALSE 2.59
colorectal cancer RAS_12 SUFU Any deletion 1262 169 0.16 -0.15 0.48 1449.38 1.00 2704 1201 108 61 TRUE 0.47
cancer of unknown primary RAS_12 SUFU Any deletion 238 74 -0.67 -1.37 -0.07 1462.26 1.00 1110 231 67 7 TRUE 1.35
non-small cell lung cancer RAS_12 SUFU Any deletion 1667 187 -0.74 -1.11 -0.36 1463.75 1.00 4619 1640 160 27 TRUE 3.90
uterine cancer RAS_12 SUFU Any deletion 243 57 -0.98 -1.97 -0.20 1522.87 1.00 1544 241 55 2 TRUE 1.51
ovarian cancer RAS_12 SUFU Any deletion 149 80 -0.82 -1.68 -0.10 1576.86 1.00 1397 146 77 3 TRUE 1.32
colorectal cancer RAS_12 SUZ12 Any deletion 1141 91 0.38 -0.05 0.80 1428.11 1.00 2540 1104 54 37 FALSE 1.09
uterine cancer RAS_12 SUZ12 Any deletion 238 58 -1.10 -2.29 -0.12 1417.98 1.00 1509 235 55 3 FALSE 1.34
ovarian cancer RAS_12 SUZ12 Any deletion 138 176 -2.05 -3.37 -1.00 1492.86 1.00 1216 136 174 2 FALSE 3.11
colorectal cancer RAS_12 TMPRSS2 Any deletion 1221 113 -0.29 -0.72 0.12 1283.96 1.00 2605 1192 84 29 FALSE 0.73
non-small cell lung cancer RAS_12 TMPRSS2 Any deletion 1547 82 -0.12 -0.64 0.38 1538.14 1.00 4333 1527 62 20 FALSE 0.19
pancreatic cancer RAS_12 TMPRSS2 Any deletion 1415 61 -0.13 -0.64 0.42 1539.68 1.00 622 1375 21 40 FALSE 0.20
ovarian cancer RAS_12 TMPRSS2 Any deletion 127 56 -0.30 -1.29 0.62 1439.54 1.00 1224 123 52 4 FALSE 0.27
colorectal cancer RAS_12 VHL Any deletion 1266 85 0.27 -0.17 0.70 1420.73 1.00 2773 1233 52 33 TRUE 0.62
cancer of unknown primary RAS_12 VHL Any deletion 239 107 -0.63 -1.29 -0.04 1538.90 1.00 1082 228 96 11 TRUE 1.32
non-small cell lung cancer RAS_12 VHL Any deletion 1691 307 -0.33 -0.63 -0.06 1458.51 1.00 4578 1628 244 63 TRUE 1.66
pancreatic cancer RAS_12 VHL Any deletion 1435 53 -0.94 -1.49 -0.43 1480.46 1.00 634 1411 29 24 TRUE 3.35
ovarian cancer RAS_12 VHL Any deletion 149 66 -1.37 -2.70 -0.21 1439.06 1.00 1409 148 65 1 TRUE 1.49
colorectal cancer RAS_12 YAP1 Any deletion 901 52 0.05 -0.50 0.61 1568.82 1.00 1988 883 34 18 FALSE 0.07
cancer of unknown primary RAS_12 YAP1 Any deletion 174 58 -0.59 -1.50 0.13 1393.36 1.00 848 169 53 5 FALSE 0.81
non-small cell lung cancer RAS_12 YAP1 Any deletion 1151 53 -0.33 -1.03 0.28 1515.73 1.00 3318 1140 42 11 FALSE 0.50
colorectal cancer RAS_12 CTNNA1 Any deletion 339 92 -0.81 -1.30 -0.36 1410.33 1.00 610 323 76 16 FALSE 3.14
non-small cell lung cancer RAS_12 CTNNA1 Any deletion 280 86 -0.66 -1.17 -0.17 1239.92 1.00 645 263 69 17 FALSE 2.17
colorectal cancer RAS_12 ETV4 Any deletion 579 80 0.07 -0.43 0.54 1598.39 1.00 1206 551 52 28 FALSE 0.10
uterine cancer RAS_12 ETV4 Any deletion 106 52 -2.77 -6.12 -0.97 1584.54 1.00 629 106 52 0 FALSE 1.42
ovarian cancer RAS_12 ETV4 Any deletion 87 124 -1.95 -3.42 -0.79 1368.07 1.00 708 85 122 2 FALSE 2.43
colorectal cancer RAS_12 EWSR1 Any deletion 579 214 0.44 0.16 0.73 1491.60 1.00 1132 491 126 88 TRUE 2.62
cancer of unknown primary RAS_12 EWSR1 Any deletion 99 63 -0.17 -0.90 0.48 1638.83 1.00 495 90 54 9 TRUE 0.20
non-small cell lung cancer RAS_12 EWSR1 Any deletion 750 136 0.04 -0.33 0.41 1482.12 1.00 1866 710 96 40 TRUE 0.09
pancreatic cancer RAS_12 EWSR1 Any deletion 391 61 -0.10 -0.62 0.39 1516.15 1.00 206 354 24 37 TRUE 0.15
uterine cancer RAS_12 EWSR1 Any deletion 106 78 -0.93 -1.81 -0.19 1451.18 1.00 607 102 74 4 TRUE 1.55
ovarian cancer RAS_12 EWSR1 Any deletion 87 168 -0.78 -1.47 -0.13 1473.24 1.00 670 79 160 8 TRUE 1.69
colorectal cancer RAS_12 FANCD2 Any deletion 580 88 0.24 -0.18 0.67 1452.31 1.00 1205 546 54 34 TRUE 0.56
cancer of unknown primary RAS_12 FANCD2 Any deletion 99 102 -0.39 -1.01 0.18 1504.17 1.00 460 87 90 12 TRUE 0.68
non-small cell lung cancer RAS_12 FANCD2 Any deletion 751 300 -0.48 -0.76 -0.20 1434.59 1.00 1729 691 240 60 TRUE 2.91
pancreatic cancer RAS_12 FANCD2 Any deletion 396 54 -0.64 -1.18 -0.13 1357.37 1.00 202 370 28 26 TRUE 1.74
ovarian cancer RAS_12 FANCD2 Any deletion 87 66 -1.35 -2.68 -0.24 1493.35 1.00 765 86 65 1 TRUE 1.52
colorectal cancer RAS_12 FANCI Any deletion 340 84 -0.22 -0.66 0.22 1213.11 1.00 626 317 61 23 TRUE 0.47
non-small cell lung cancer RAS_12 FANCI Any deletion 281 62 -0.09 -0.56 0.39 1379.72 1.00 677 263 44 18 TRUE 0.15
colorectal cancer RAS_12 FANCM Any deletion 339 107 -0.55 -1.01 -0.10 1479.72 1.00 604 314 82 25 TRUE 1.67
colorectal cancer RAS_12 KAT6A Any deletion 339 89 -0.37 -0.80 0.08 1325.56 1.00 622 314 64 25 FALSE 1.00
non-small cell lung cancer RAS_12 KAT6A Any deletion 280 112 -0.52 -0.98 -0.09 1205.53 1.00 623 259 91 21 FALSE 1.68
colorectal cancer RAS_12 MYCL Any deletion 1263 163 0.16 -0.14 0.48 1607.59 1.00 2706 1207 107 56 FALSE 0.50
non-small cell lung cancer RAS_12 MYCL Any deletion 1668 111 0.61 0.22 0.98 1475.74 1.00 4719 1624 67 44 FALSE 2.75
pancreatic cancer RAS_12 MYCL Any deletion 1440 59 -0.80 -1.30 -0.32 1440.72 1.00 633 1412 31 28 FALSE 2.70
ovarian cancer RAS_12 MYCL Any deletion 149 53 1.42 0.79 2.02 1476.14 1.00 1437 133 37 16 FALSE 5.20
colorectal cancer RAS_12 RPA1 Any deletion 339 292 -0.17 -0.47 0.11 1400.15 1.00 481 252 205 87 FALSE 0.61
non-small cell lung cancer RAS_12 RPA1 Any deletion 280 164 0.30 -0.06 0.64 1159.95 1.00 605 225 109 55 FALSE 1.01
pancreatic cancer RAS_12 RPA1 Any deletion 225 85 1.03 0.48 1.61 1519.20 1.00 108 155 15 70 FALSE 3.50
colorectal cancer RAS_12 XRCC3 Any deletion 339 104 -0.56 -1.03 -0.13 1062.09 1.00 606 315 80 24 FALSE 1.79
colorectal cancer RAS_12 FAS Any deletion 558 196 0.07 -0.23 0.38 1471.83 1.00 1083 491 129 67 FALSE 0.18
cancer of unknown primary RAS_12 FAS Any deletion 99 70 -0.70 -1.41 -0.05 1578.90 1.00 477 93 64 6 FALSE 1.38
non-small cell lung cancer RAS_12 FAS Any deletion 741 178 -0.82 -1.25 -0.42 1572.32 1.00 1781 715 152 26 FALSE 4.13
uterine cancer RAS_12 FAS Any deletion 105 53 -0.84 -1.74 -0.11 1561.99 1.00 619 102 50 3 FALSE 1.42
ovarian cancer RAS_12 FAS Any deletion 84 78 -0.85 -1.71 -0.07 1517.23 1.00 725 81 75 3 FALSE 1.45
colorectal cancer RAS_12 GATA4 Any deletion 558 602 -0.29 -0.50 -0.08 1453.64 1.00 776 392 436 166 FALSE 2.16
cancer of unknown primary RAS_12 GATA4 Any deletion 99 117 -0.25 -0.80 0.28 1500.13 1.00 438 83 101 16 FALSE 0.43
non-small cell lung cancer RAS_12 GATA4 Any deletion 741 481 -0.34 -0.57 -0.11 1385.22 1.00 1560 633 373 108 FALSE 2.37
pancreatic cancer RAS_12 GATA4 Any deletion 386 84 0.44 -0.03 0.92 1355.76 1.00 203 324 22 62 FALSE 1.14
uterine cancer RAS_12 GATA4 Any deletion 105 95 -1.20 -2.15 -0.41 1518.58 1.00 573 101 91 4 FALSE 2.22
ovarian cancer RAS_12 GATA4 Any deletion 84 238 -1.25 -2.00 -0.65 1498.50 1.00 570 76 230 8 FALSE 3.57
colorectal cancer RAS_12 GATA6 Any deletion 558 521 0.11 -0.11 0.33 1535.48 1.00 864 385 348 173 FALSE 0.51
cancer of unknown primary RAS_12 GATA6 Any deletion 99 56 -0.91 -1.84 -0.05 1390.88 1.00 486 96 53 3 FALSE 1.33
non-small cell lung cancer RAS_12 GATA6 Any deletion 741 216 -0.40 -0.76 -0.09 1422.75 1.00 1762 696 171 45 FALSE 1.79
ovarian cancer RAS_12 GATA6 Any deletion 84 88 0.16 -0.52 0.79 1431.23 1.00 723 73 77 11 FALSE 0.20
colorectal cancer RAS_12 PDCD1LG2 Any deletion 909 82 -0.55 -1.05 -0.06 1514.45 1.00 1928 892 65 17 FALSE 1.55
cancer of unknown primary RAS_12 PDCD1LG2 Any deletion 202 114 0.18 -0.32 0.67 1664.36 1.00 926 180 92 22 FALSE 0.33
non-small cell lung cancer RAS_12 PDCD1LG2 Any deletion 1219 329 -0.31 -0.57 -0.05 1325.63 1.00 3098 1149 259 70 FALSE 1.68
pancreatic cancer RAS_12 PDCD1LG2 Any deletion 1017 99 0.33 -0.12 0.75 1498.00 1.00 437 942 24 75 FALSE 0.82
uterine cancer RAS_12 PDCD1LG2 Any deletion 195 63 -0.39 -1.20 0.35 1461.50 1.00 1206 189 57 6 FALSE 0.50
ovarian cancer RAS_12 PDCD1LG2 Any deletion 121 115 -0.11 -0.76 0.50 1449.73 1.00 1118 111 105 10 FALSE 0.14
colorectal cancer RAS_12 PPARG Any deletion 869 69 0.24 -0.25 0.73 1449.38 1.00 1829 842 42 27 FALSE 0.49
cancer of unknown primary RAS_12 PPARG Any deletion 197 104 -0.62 -1.26 -0.04 1435.44 1.00 871 186 93 11 FALSE 1.30
non-small cell lung cancer RAS_12 PPARG Any deletion 1100 251 -0.38 -0.69 -0.07 1579.38 1.00 2781 1048 199 52 FALSE 1.74
pancreatic cancer RAS_12 PPARG Any deletion 1002 51 -1.07 -1.63 -0.52 1492.92 1.00 413 980 29 22 FALSE 3.76
ovarian cancer RAS_12 PPARG Any deletion 99 61 -1.00 -2.25 0.03 1627.06 1.00 966 97 59 2 FALSE 1.08
colorectal cancer RAS_12 QKI Any deletion 517 67 0.04 -0.47 0.51 1573.44 1.00 1045 494 44 23 FALSE 0.06
cancer of unknown primary RAS_12 QKI Any deletion 94 71 -0.58 -1.31 0.09 1513.52 1.00 422 87 64 7 FALSE 0.92
non-small cell lung cancer RAS_12 QKI Any deletion 621 217 0.14 -0.16 0.44 1358.43 1.00 1400 553 149 68 FALSE 0.43
pancreatic cancer RAS_12 QKI Any deletion 366 85 0.28 -0.16 0.74 1442.17 1.00 179 307 26 59 FALSE 0.64
ovarian cancer RAS_12 QKI Any deletion 62 136 -0.44 -1.17 0.20 1425.62 1.00 475 53 127 9 FALSE 0.69
colorectal cancer RAS_12 TP53BP1 Any deletion 669 110 -0.29 -0.72 0.12 1556.62 1.00 1340 640 81 29 FALSE 0.74
non-small cell lung cancer RAS_12 TP53BP1 Any deletion 749 113 0.10 -0.32 0.51 1577.20 1.00 2029 716 80 33 FALSE 0.20
ovarian cancer RAS_12 TP53BP1 Any deletion 67 66 -0.61 -1.66 0.23 1490.41 1.00 637 64 63 3 FALSE 0.67
colorectal cancer RAS_12 ZNRF3 Any deletion 359 103 0.36 -0.07 0.77 1606.60 1.00 701 318 62 41 FALSE 1.03
non-small cell lung cancer RAS_12 ZNRF3 Any deletion 391 56 0.28 -0.27 0.80 1439.46 1.00 1032 372 37 19 FALSE 0.49
ovarian cancer RAS_12 ZNRF3 Any deletion 52 57 -0.81 -2.17 0.21 1410.44 1.00 420 50 55 2 FALSE 0.76
colorectal cancer RAS_12 BCL2L12 Any deletion 458 56 0.06 -0.52 0.60 1224.40 1.00 1003 439 37 19 FALSE 0.07
non-small cell lung cancer RAS_12 BCL2L12 Any deletion 704 160 -0.55 -0.97 -0.18 1498.19 1.00 1661 674 130 30 FALSE 2.20
ovarian cancer RAS_12 BCL2L12 Any deletion 76 85 -0.23 -0.97 0.46 1405.76 1.00 668 69 78 7 FALSE 0.27
colorectal cancer RAS_12 BUB1B Any deletion 458 212 -0.20 -0.51 0.10 1412.27 1.00 887 399 153 59 TRUE 0.69
cancer of unknown primary RAS_12 BUB1B Any deletion 89 58 -0.67 -1.39 0.01 1484.97 1.00 445 84 53 5 TRUE 1.23
non-small cell lung cancer RAS_12 BUB1B Any deletion 704 227 -0.31 -0.64 -0.01 1560.93 1.00 1617 651 174 53 TRUE 1.35
uterine cancer RAS_12 BUB1B Any deletion 101 76 -0.88 -1.66 -0.22 1510.73 1.00 567 97 72 4 TRUE 1.77
ovarian cancer RAS_12 BUB1B Any deletion 76 120 -0.94 -1.69 -0.26 1527.41 1.00 630 72 116 4 TRUE 1.92
colorectal cancer RAS_12 CD58 Any deletion 240 68 0.46 0.02 0.89 1352.30 1.00 531 213 41 27 FALSE 1.41
non-small cell lung cancer RAS_12 CD58 Any deletion 470 90 0.26 -0.16 0.66 1456.61 1.00 1187 441 61 29 FALSE 0.67
colorectal cancer RAS_12 CIITA Any deletion 458 65 0.00 -0.52 0.54 1506.63 1.00 996 437 44 21 FALSE 0.00
non-small cell lung cancer RAS_12 CIITA Any deletion 704 61 -0.81 -1.48 -0.17 1308.32 1.00 1739 695 52 9 FALSE 1.84
ovarian cancer RAS_12 CIITA Any deletion 76 85 -0.55 -1.51 0.26 1550.78 1.00 666 71 80 5 FALSE 0.68
colorectal cancer RAS_12 GSTM5 Any deletion 240 94 0.40 -0.02 0.81 1472.79 1.00 513 205 59 35 FALSE 1.23
non-small cell lung cancer RAS_12 GSTM5 Any deletion 470 108 0.24 -0.15 0.62 1509.84 1.00 1175 435 73 35 FALSE 0.65
colorectal cancer RAS_12 KDM6B Any deletion 240 306 0.35 0.06 0.66 1304.63 1.00 371 135 201 105 FALSE 1.62
non-small cell lung cancer RAS_12 KDM6B Any deletion 470 291 -0.51 -0.81 -0.20 1401.52 1.00 1014 413 234 57 FALSE 3.01
pancreatic cancer RAS_12 KDM6B Any deletion 166 57 1.07 0.42 1.73 1526.40 1.00 96 119 10 47 FALSE 2.77
uterine cancer RAS_12 KDM6B Any deletion 73 76 -1.04 -2.02 -0.22 1556.13 1.00 360 69 72 4 FALSE 1.67
ovarian cancer RAS_12 KDM6B Any deletion 54 148 -0.84 -1.64 -0.19 1476.61 1.00 382 47 141 7 FALSE 1.72
colorectal cancer RAS_12 PRAME Any deletion 240 118 0.70 0.32 1.09 1301.32 1.00 506 188 66 52 FALSE 3.33
non-small cell lung cancer RAS_12 PRAME Any deletion 470 60 0.06 -0.48 0.55 1400.44 1.00 1206 452 42 18 FALSE 0.08
uterine cancer RAS_12 PRAME Any deletion 73 52 -0.41 -1.28 0.38 1310.71 1.00 385 68 47 5 FALSE 0.47
ovarian cancer RAS_12 PRAME Any deletion 54 103 -0.48 -1.30 0.26 1437.12 1.00 426 48 97 6 FALSE 0.65
colorectal cancer RAS_12 PRF1 Any deletion 458 116 -0.08 -0.51 0.31 1294.81 1.00 960 422 80 36 FALSE 0.15
cancer of unknown primary RAS_12 PRF1 Any deletion 89 51 -0.53 -1.32 0.18 1408.20 1.00 452 84 46 5 FALSE 0.82
non-small cell lung cancer RAS_12 PRF1 Any deletion 704 142 -0.78 -1.25 -0.33 1492.23 1.00 1670 683 121 21 FALSE 3.18
colorectal cancer RAS_12 PRKCZ Any deletion 240 101 0.07 -0.36 0.51 1516.25 1.00 501 210 71 30 FALSE 0.13
non-small cell lung cancer RAS_12 PRKCZ Any deletion 470 95 0.34 -0.08 0.77 1611.04 1.00 1186 437 62 33 FALSE 0.97
ovarian cancer RAS_12 PRKCZ Any deletion 54 62 0.81 0.11 1.49 1535.26 1.00 473 42 50 12 FALSE 1.73
colorectal cancer RAS_12 PRPF8 Any deletion 240 259 0.31 0.01 0.62 1474.29 1.00 403 150 169 90 FALSE 1.32
non-small cell lung cancer RAS_12 PRPF8 Any deletion 470 260 -0.48 -0.80 -0.16 1560.34 1.00 1040 418 208 52 FALSE 2.59
uterine cancer RAS_12 PRPF8 Any deletion 73 65 -1.05 -2.03 -0.24 1132.41 1.00 370 70 62 3 FALSE 1.63
ovarian cancer RAS_12 PRPF8 Any deletion 54 134 -1.01 -1.81 -0.28 1518.66 1.00 394 49 129 5 FALSE 2.06
colorectal cancer RAS_12 RPL26 Any deletion 240 270 0.34 0.03 0.63 1499.75 1.00 396 146 176 94 FALSE 1.51
non-small cell lung cancer RAS_12 RPL26 Any deletion 470 251 -0.51 -0.84 -0.20 1495.00 1.00 1046 421 202 49 FALSE 2.63
uterine cancer RAS_12 RPL26 Any deletion 73 61 -0.98 -1.94 -0.19 1626.89 1.00 374 70 58 3 FALSE 1.54
ovarian cancer RAS_12 RPL26 Any deletion 54 135 -0.74 -1.49 -0.05 1495.28 1.00 395 47 128 7 FALSE 1.34
colorectal cancer RAS_12 SETBP1 Any deletion 498 732 0.28 0.08 0.48 1558.44 1.00 628 248 482 250 FALSE 2.13
cancer of unknown primary RAS_12 SETBP1 Any deletion 90 111 0.15 -0.41 0.66 1381.17 1.00 416 71 92 19 FALSE 0.23
non-small cell lung cancer RAS_12 SETBP1 Any deletion 721 348 -0.42 -0.70 -0.16 1456.68 1.00 1580 648 275 73 FALSE 2.59
pancreatic cancer RAS_12 SETBP1 Any deletion 348 157 0.74 0.36 1.16 1526.01 1.00 159 230 39 118 FALSE 3.61
uterine cancer RAS_12 SETBP1 Any deletion 102 52 -0.08 -0.86 0.65 1431.28 1.00 601 95 45 7 FALSE 0.08
ovarian cancer RAS_12 SETBP1 Any deletion 80 151 -0.25 -0.83 0.31 1457.43 1.00 611 68 139 12 FALSE 0.39
colorectal cancer RAS_12 SMC3 Any deletion 458 148 0.35 -0.01 0.69 1467.80 1.00 950 400 90 58 FALSE 1.28
cancer of unknown primary RAS_12 SMC3 Any deletion 89 72 -0.43 -1.19 0.22 1542.50 1.00 436 81 64 8 FALSE 0.64
non-small cell lung cancer RAS_12 SMC3 Any deletion 704 181 -0.89 -1.31 -0.51 1415.66 1.00 1635 679 156 25 FALSE 4.82
ovarian cancer RAS_12 SMC3 Any deletion 76 63 -0.65 -1.59 0.16 1479.10 1.00 686 73 60 3 FALSE 0.83
colorectal cancer RAS_12 WRN Any deletion 458 585 -0.32 -0.55 -0.10 1535.22 1.00 609 304 431 154 TRUE 2.30
cancer of unknown primary RAS_12 WRN Any deletion 89 117 -0.06 -0.65 0.50 1507.16 1.00 399 71 99 18 TRUE 0.08
non-small cell lung cancer RAS_12 WRN Any deletion 704 510 -0.33 -0.54 -0.12 1528.77 1.00 1399 586 392 118 TRUE 2.55
pancreatic cancer RAS_12 WRN Any deletion 341 107 0.64 0.20 1.09 1565.97 1.00 167 259 25 82 TRUE 2.21
uterine cancer RAS_12 WRN Any deletion 101 102 -1.24 -2.12 -0.45 1316.75 1.00 541 97 98 4 TRUE 2.42
ovarian cancer RAS_12 WRN Any deletion 76 232 -1.08 -1.79 -0.50 1612.15 1.00 523 67 223 9 TRUE 2.87
colorectal cancer RAS_12 XPC Any deletion 458 83 0.34 -0.11 0.79 1751.90 1.00 990 425 50 33 TRUE 0.85
cancer of unknown primary RAS_12 XPC Any deletion 89 106 -0.45 -1.14 0.17 1353.59 1.00 404 77 94 12 TRUE 0.77
non-small cell lung cancer RAS_12 XPC Any deletion 704 304 -0.52 -0.82 -0.23 1339.88 1.00 1547 644 244 60 TRUE 3.31
pancreatic cancer RAS_12 XPC Any deletion 341 56 -0.74 -1.30 -0.20 1531.66 1.00 161 315 30 26 TRUE 2.11
ovarian cancer RAS_12 XPC Any deletion 76 68 -1.41 -2.84 -0.33 1389.56 1.00 679 75 67 1 TRUE 1.55
colorectal cancer RAS_12 DEPDC5 Any deletion 199 92 0.63 0.21 1.06 1433.79 1.00 397 159 52 40 FALSE 2.44
non-small cell lung cancer RAS_12 DEPDC5 Any deletion 350 74 0.09 -0.38 0.57 1574.37 1.00 812 328 52 22 FALSE 0.14
colorectal cancer RAS_12 SS18 Any deletion 417 625 0.31 0.07 0.54 1453.43 1.00 509 200 408 217 FALSE 2.04
cancer of unknown primary RAS_12 SS18 Any deletion 84 81 0.00 -0.63 0.57 1360.15 1.00 378 71 68 13 FALSE 0.00
non-small cell lung cancer RAS_12 SS18 Any deletion 584 236 -0.50 -0.82 -0.19 1517.84 1.00 1220 535 187 49 FALSE 2.65
pancreatic cancer RAS_12 SS18 Any deletion 321 110 0.54 0.11 0.99 1617.42 1.00 143 239 28 82 FALSE 1.76
ovarian cancer RAS_12 SS18 Any deletion 54 82 0.17 -0.54 0.84 1371.53 1.00 475 45 73 9 FALSE 0.20
colorectal cancer RAS_12 BCL11B Any deletion 218 106 -0.50 -1.00 -0.01 1324.52 1.00 387 193 81 25 FALSE 1.36
colorectal cancer RAS_12 COL7A1 Any deletion 218 54 0.14 -0.42 0.68 1587.27 1.00 434 198 34 20 FALSE 0.21
non-small cell lung cancer RAS_12 COL7A1 Any deletion 234 137 -0.24 -0.67 0.18 1513.12 1.00 441 199 102 35 FALSE 0.56
colorectal cancer RAS_12 DMC1 Any deletion 218 114 0.39 0.00 0.81 1533.29 1.00 398 174 70 44 FALSE 1.21
non-small cell lung cancer RAS_12 DMC1 Any deletion 234 54 0.43 -0.11 0.93 1532.97 1.00 511 212 32 22 FALSE 0.93
colorectal cancer RAS_12 ERCC6 Any deletion 218 58 -0.42 -1.00 0.04 40.36 1.04 426 202 42 16 FALSE 0.81
non-small cell lung cancer RAS_12 ERCC6 Any deletion 234 57 -0.64 -1.37 -0.05 19.95 1.09 494 226 49 8 FALSE 1.12
colorectal cancer RAS_12 FAH Any deletion 218 97 -0.23 -0.70 0.23 1524.23 1.00 397 192 71 26 FALSE 0.48
non-small cell lung cancer RAS_12 FAH Any deletion 234 68 -0.14 -0.64 0.34 1529.50 1.00 495 214 48 20 FALSE 0.24
colorectal cancer RAS_12 FAN1 Any deletion 218 111 -0.22 -0.59 0.13 895.77 1.00 387 188 81 30 FALSE 0.66
non-small cell lung cancer RAS_12 FAN1 Any deletion 234 113 -0.21 -0.58 0.14 1055.23 1.00 461 203 82 31 FALSE 0.61
colorectal cancer RAS_12 HABP2 Any deletion 218 74 -0.01 -0.53 0.52 1388.38 1.00 420 192 48 26 FALSE 0.01
non-small cell lung cancer RAS_12 HABP2 Any deletion 234 71 -0.91 -1.65 -0.23 1358.97 1.00 481 225 62 9 FALSE 1.92
colorectal cancer RAS_12 HELQ Any deletion 218 132 -0.03 -0.42 0.36 1431.14 1.00 378 176 90 42 FALSE 0.06
non-small cell lung cancer RAS_12 HELQ Any deletion 234 61 -0.75 -1.43 -0.17 1511.51 1.00 492 224 51 10 FALSE 1.63
colorectal cancer RAS_12 ITK Any deletion 218 91 -0.80 -1.34 -0.35 346.55 1.01 393 202 75 16 FALSE 2.77
non-small cell lung cancer RAS_12 ITK Any deletion 234 76 -0.73 -1.18 -0.24 585.92 1.01 482 219 61 15 FALSE 2.58
colorectal cancer RAS_12 KAT6B Any deletion 218 63 -0.54 -1.14 0.05 330.63 1.01 422 201 46 17 FALSE 1.19
non-small cell lung cancer RAS_12 KAT6B Any deletion 234 66 -0.97 -1.82 -0.39 109.15 1.01 484 227 59 7 FALSE 1.99
colorectal cancer RAS_12 KIF1B Any deletion 218 132 0.54 0.16 0.94 1371.97 1.00 391 163 77 55 FALSE 2.23
non-small cell lung cancer RAS_12 KIF1B Any deletion 234 61 0.34 -0.16 0.83 1414.25 1.00 505 211 38 23 FALSE 0.75
colorectal cancer RAS_12 KLLN Any deletion 218 97 0.06 -0.43 0.50 1165.34 1.00 405 184 63 34 FALSE 0.09
non-small cell lung cancer RAS_12 KLLN Any deletion 234 79 -0.98 -1.69 -0.35 1185.82 1.00 474 224 69 10 FALSE 2.35
colorectal cancer RAS_12 MCM8 Any deletion 218 67 0.20 -0.29 0.67 1179.78 1.00 427 192 41 26 FALSE 0.41
non-small cell lung cancer RAS_12 MCM8 Any deletion 234 56 -0.09 -0.64 0.38 1101.67 1.00 501 220 42 14 FALSE 0.13
colorectal cancer RAS_12 MLH3 Any deletion 218 108 -0.24 -0.68 0.21 1404.43 1.00 389 189 79 29 FALSE 0.53
non-small cell lung cancer RAS_12 MLH3 Any deletion 234 52 0.26 -0.33 0.83 1378.69 1.00 511 214 32 20 FALSE 0.42
colorectal cancer RAS_12 MTA1 Any deletion 218 101 -0.43 -0.90 0.06 1379.02 1.00 392 193 76 25 FALSE 1.11
colorectal cancer RAS_12 MTAP Any deletion 258 51 -0.57 -1.24 0.03 1581.94 1.00 498 247 40 11 FALSE 1.08
non-small cell lung cancer RAS_12 MTAP Any deletion 251 206 -0.39 -0.75 -0.04 1445.79 1.00 449 203 158 48 FALSE 1.51
pancreatic cancer RAS_12 MTAP Any deletion 182 102 0.60 0.08 1.11 1500.90 1.00 66 106 26 76 FALSE 1.71
colorectal cancer RAS_12 NEIL1 Any deletion 218 100 -0.25 -0.72 0.18 1629.05 1.00 394 192 74 26 FALSE 0.55
non-small cell lung cancer RAS_12 NEIL1 Any deletion 234 72 -0.09 -0.57 0.38 1340.34 1.00 493 212 50 22 FALSE 0.15
colorectal cancer RAS_12 NEIL2 Any deletion 218 327 -0.29 -0.60 0.02 1399.51 1.00 234 125 234 93 FALSE 1.18
non-small cell lung cancer RAS_12 NEIL2 Any deletion 234 200 -0.48 -0.83 -0.13 1427.15 1.00 389 188 154 46 FALSE 2.08
pancreatic cancer RAS_12 NEIL2 Any deletion 175 59 0.30 -0.30 0.91 1406.85 1.00 70 131 15 44 FALSE 0.48
colorectal cancer RAS_12 NEIL3 Any deletion 218 151 -0.20 -0.56 0.20 1548.66 1.00 360 175 108 43 FALSE 0.51
non-small cell lung cancer RAS_12 NEIL3 Any deletion 234 77 -0.47 -0.99 0.00 1549.60 1.00 483 217 60 17 FALSE 1.16
colorectal cancer RAS_12 NRG1 Any deletion 258 280 -0.26 -0.59 0.08 1533.84 1.00 338 178 200 80 FALSE 0.92
non-small cell lung cancer RAS_12 NRG1 Any deletion 251 174 -0.32 -0.70 0.05 1470.02 1.00 475 209 132 42 FALSE 1.06
pancreatic cancer RAS_12 NRG1 Any deletion 182 59 0.47 -0.13 1.10 1478.86 1.00 78 137 14 45 FALSE 0.85
colorectal cancer RAS_12 NT5C2 Any deletion 218 93 0.14 -0.33 0.59 1126.78 1.00 409 184 59 34 FALSE 0.26
non-small cell lung cancer RAS_12 NT5C2 Any deletion 234 72 -1.00 -1.78 -0.31 1416.12 1.00 480 225 63 9 FALSE 2.09
colorectal cancer RAS_12 PML Any deletion 218 96 -0.18 -0.61 0.23 1298.40 1.00 398 192 70 26 FALSE 0.38
non-small cell lung cancer RAS_12 PML Any deletion 234 72 -0.04 -0.50 0.44 1358.46 1.00 494 211 49 23 FALSE 0.06
colorectal cancer RAS_12 POLB Any deletion 218 82 -0.39 -0.82 0.05 1347.01 1.00 409 195 59 23 FALSE 1.11
non-small cell lung cancer RAS_12 POLB Any deletion 234 111 -0.55 -1.01 -0.17 485.58 1.00 453 213 90 21 FALSE 1.87
colorectal cancer RAS_12 PTK2B Any deletion 218 328 -0.37 -0.69 -0.04 1578.28 1.00 230 128 238 90 FALSE 1.61
non-small cell lung cancer RAS_12 PTK2B Any deletion 234 211 -0.44 -0.79 -0.09 1461.58 1.00 382 184 161 50 FALSE 1.79
pancreatic cancer RAS_12 PTK2B Any deletion 175 68 0.46 -0.09 1.05 1532.97 1.00 69 123 16 52 FALSE 0.94
colorectal cancer RAS_12 RBBP8 Any deletion 218 338 0.36 0.03 0.68 1280.63 1.00 251 97 217 121 FALSE 1.54
non-small cell lung cancer RAS_12 RBBP8 Any deletion 234 85 -0.60 -1.16 -0.06 1599.28 1.00 475 217 68 17 FALSE 1.53
colorectal cancer RAS_12 RHBDF2 Any deletion 218 53 0.00 -0.60 0.58 1187.22 1.00 432 201 36 17 FALSE 0.00
colorectal cancer RAS_12 RHOH Any deletion 218 139 -0.17 -0.57 0.21 1317.97 1.00 370 177 98 41 FALSE 0.39
non-small cell lung cancer RAS_12 RHOH Any deletion 234 57 -0.96 -1.76 -0.29 1385.23 1.00 494 226 49 8 FALSE 2.06
colorectal cancer RAS_12 SERPINA1 Any deletion 218 108 -0.38 -0.88 0.06 225.80 1.02 387 191 81 27 FALSE 0.88
colorectal cancer RAS_12 SLC34A2 Any deletion 218 140 -0.10 -0.50 0.27 1299.06 1.00 371 175 97 43 FALSE 0.22
non-small cell lung cancer RAS_12 SLC34A2 Any deletion 234 68 -1.00 -1.74 -0.37 1526.94 1.00 484 225 59 9 FALSE 2.36
colorectal cancer RAS_12 TAL1 Any deletion 218 89 0.21 -0.23 0.62 1148.77 1.00 411 186 57 32 FALSE 0.49
non-small cell lung cancer RAS_12 TAL1 Any deletion 234 60 0.08 -0.43 0.56 1260.52 1.00 502 215 41 19 FALSE 0.12
colorectal cancer RAS_12 TLX3 Any deletion 218 90 -0.81 -1.32 -0.32 1360.99 1.00 394 202 74 16 FALSE 2.76
non-small cell lung cancer RAS_12 TLX3 Any deletion 234 65 -0.70 -1.27 -0.15 1386.94 1.00 491 221 52 13 FALSE 1.93
colorectal cancer RAS_12 TRAF3 Any deletion 218 105 -0.47 -0.96 -0.01 1337.21 1.00 388 193 80 25 FALSE 1.26
colorectal cancer RAS_12 TRIM37 Any deletion 218 53 0.20 -0.40 0.80 1409.02 1.00 434 199 34 19 FALSE 0.30
colorectal cancer RAS_12 UIMC1 Any deletion 258 83 -0.75 -1.26 -0.28 1128.28 1.00 470 243 68 15 FALSE 2.49
non-small cell lung cancer RAS_12 UIMC1 Any deletion 251 65 -0.60 -1.13 -0.06 1289.88 1.00 556 237 51 14 FALSE 1.60
colorectal cancer RAS_12 UROD Any deletion 218 82 0.20 -0.24 0.63 137.62 1.02 415 189 53 29 FALSE 0.40
non-small cell lung cancer RAS_12 UROD Any deletion 234 52 0.09 -0.44 0.59 129.02 1.02 508 217 35 17 FALSE 0.13
colorectal cancer RAS_12 USP28 Any deletion 258 54 -0.12 -0.58 0.32 1445.00 1.00 501 241 37 17 FALSE 0.21
non-small cell lung cancer RAS_12 USP28 Any deletion 251 72 -0.12 -0.59 0.30 1447.25 1.00 554 232 53 19 FALSE 0.24
colorectal cancer RAS_12 USP8 Any deletion 417 106 -0.30 -0.77 0.12 1421.27 1.00 838 390 79 27 FALSE 0.73
non-small cell lung cancer RAS_12 USP8 Any deletion 584 91 -0.05 -0.48 0.40 1524.24 1.00 1343 557 64 27 FALSE 0.07
ovarian cancer RAS_12 USP8 Any deletion 54 56 -0.53 -1.56 0.34 1418.16 1.00 495 51 53 3 FALSE 0.56
colorectal cancer RAS_12 XRCC4 Any deletion 218 136 -0.80 -1.24 -0.41 1340.89 1.00 358 192 110 26 FALSE 3.80
non-small cell lung cancer RAS_12 XRCC4 Any deletion 234 112 -0.83 -1.25 -0.40 1155.13 1.00 451 214 92 20 FALSE 3.79
colorectal cancer RAS_12 XRCC6 Any deletion 218 118 0.41 0.01 0.80 1401.32 1.00 396 172 72 46 FALSE 1.37
non-small cell lung cancer RAS_12 XRCC6 Any deletion 234 55 0.40 -0.11 0.93 1493.66 1.00 510 212 33 22 FALSE 0.89
colorectal cancer RAS_12 FAM175A Any deletion 1001 130 -0.05 -0.42 0.32 1253.36 1.00 2104 961 90 40 FALSE 0.11
cancer of unknown primary RAS_12 FAM175A Any deletion 184 53 -0.97 -2.08 -0.12 1384.37 1.00 892 181 50 3 FALSE 1.36
non-small cell lung cancer RAS_12 FAM175A Any deletion 1188 62 -0.52 -1.17 0.04 1343.39 1.00 3451 1177 51 11 FALSE 1.01
ovarian cancer RAS_12 FAM175A Any deletion 92 72 -0.41 -1.26 0.36 1208.95 1.00 854 87 67 5 FALSE 0.49
colorectal cancer RAS_12 MRE11A Any deletion 1023 53 -0.04 -0.56 0.50 1464.33 1.00 2205 1006 36 17 FALSE 0.05
non-small cell lung cancer RAS_12 MRE11A Any deletion 1198 54 -0.23 -0.83 0.31 1431.13 1.00 3495 1187 43 11 FALSE 0.38
colorectal cancer RAS_12 WHSC1 Any deletion 569 135 0.02 -0.34 0.38 1617.87 1.00 1157 526 92 43 FALSE 0.04
non-small cell lung cancer RAS_12 WHSC1 Any deletion 712 65 -0.38 -1.00 0.18 1424.67 1.00 1915 699 52 13 FALSE 0.68
colorectal cancer RAS_12 WHSC1L1 Any deletion 609 166 -0.07 -0.42 0.25 1355.53 1.00 1203 559 116 50 FALSE 0.17
cancer of unknown primary RAS_12 WHSC1L1 Any deletion 138 51 -0.18 -0.90 0.47 1493.28 1.00 713 131 44 7 FALSE 0.21
non-small cell lung cancer RAS_12 WHSC1L1 Any deletion 729 152 -0.20 -0.56 0.14 1502.28 1.00 1914 694 117 35 FALSE 0.56
ovarian cancer RAS_12 WHSC1L1 Any deletion 63 58 -0.15 -0.93 0.58 1203.14 1.00 597 58 53 5 FALSE 0.16
cancer of unknown primary RAS_12 CDK8 Any deletion 184 61 -0.64 -1.37 0.05 1405.10 1.00 897 178 55 6 FALSE 1.06
non-small cell lung cancer RAS_12 CDK8 Any deletion 1197 165 -0.37 -0.76 0.00 1425.30 1.00 3399 1164 132 33 FALSE 1.26
ovarian cancer RAS_12 CDK8 Any deletion 95 65 -0.90 -1.94 -0.07 1643.77 1.00 888 93 63 2 FALSE 1.20
cancer of unknown primary RAS_12 FANCC Any deletion 238 70 -0.59 -1.28 0.03 1239.94 1.00 1114 231 63 7 TRUE 1.12
non-small cell lung cancer RAS_12 FANCC Any deletion 1667 177 -0.24 -0.60 0.10 1416.81 1.00 4642 1627 137 40 TRUE 0.75
uterine cancer RAS_12 FANCC Any deletion 243 76 -0.59 -1.32 0.06 1606.71 1.00 1529 237 70 6 TRUE 1.00
ovarian cancer RAS_12 FANCC Any deletion 149 157 -0.55 -1.16 0.04 1522.58 1.00 1326 140 148 9 TRUE 1.12
cancer of unknown primary RAS_12 GNAQ Any deletion 239 71 -0.61 -1.31 0.02 1528.31 1.00 1115 232 64 7 TRUE 1.11
non-small cell lung cancer RAS_12 GNAQ Any deletion 1692 195 -0.30 -0.65 0.02 1506.21 1.00 4676 1650 153 42 TRUE 1.12
uterine cancer RAS_12 GNAQ Any deletion 243 74 -0.57 -1.29 0.06 1469.66 1.00 1532 237 68 6 TRUE 1.05
ovarian cancer RAS_12 GNAQ Any deletion 149 147 -0.61 -1.27 -0.02 1541.59 1.00 1335 141 139 8 TRUE 1.21
cancer of unknown primary RAS_12 HRAS Any deletion 239 57 -0.73 -1.59 0.03 1310.25 1.00 1128 233 51 6 TRUE 1.12
non-small cell lung cancer RAS_12 HRAS Any deletion 1692 105 -0.81 -1.34 -0.30 1194.49 1.00 4739 1677 90 15 TRUE 2.56
pancreatic cancer RAS_12 HRAS Any deletion 1440 59 -1.81 -2.40 -1.26 1543.38 1.00 620 1425 44 15 TRUE 9.02
uterine cancer RAS_12 HRAS Any deletion 243 70 -0.84 -1.73 -0.06 1519.08 1.00 1535 238 65 5 TRUE 1.31
ovarian cancer RAS_12 HRAS Any deletion 149 118 -1.15 -2.18 -0.35 1485.63 1.00 1360 145 114 4 TRUE 1.92
cancer of unknown primary RAS_12 KLF4 Any deletion 174 55 -0.46 -1.26 0.25 1453.10 1.00 852 168 49 6 FALSE 0.62
non-small cell lung cancer RAS_12 KLF4 Any deletion 1151 73 -0.28 -0.86 0.23 1242.42 1.00 3303 1135 57 16 FALSE 0.50
ovarian cancer RAS_12 KLF4 Any deletion 84 63 -0.46 -1.43 0.40 1077.40 1.00 808 80 59 4 FALSE 0.51
cancer of unknown primary RAS_12 LMO1 Any deletion 238 59 -0.52 -1.28 0.15 1369.37 1.00 1126 231 52 7 FALSE 0.83
non-small cell lung cancer RAS_12 LMO1 Any deletion 1667 100 -0.72 -1.27 -0.24 1564.01 1.00 4694 1652 85 15 FALSE 2.23
uterine cancer RAS_12 LMO1 Any deletion 243 52 -0.53 -1.35 0.23 1429.44 1.00 1554 238 47 5 FALSE 0.74
ovarian cancer RAS_12 LMO1 Any deletion 149 101 -0.81 -1.64 -0.07 1599.51 1.00 1377 145 97 4 FALSE 1.38
cancer of unknown primary RAS_12 PAX5 Any deletion 239 89 -0.40 -1.06 0.17 1629.65 1.00 1100 228 78 11 TRUE 0.70
non-small cell lung cancer RAS_12 PAX5 Any deletion 1667 241 -0.28 -0.62 0.03 1544.48 1.00 4589 1616 190 51 TRUE 1.10
pancreatic cancer RAS_12 PAX5 Any deletion 1435 57 -0.19 -0.70 0.35 1484.40 1.00 643 1398 20 37 TRUE 0.33
ovarian cancer RAS_12 PAX5 Any deletion 149 100 -0.23 -0.98 0.42 1409.75 1.00 1382 141 92 8 TRUE 0.27
cancer of unknown primary RAS_12 TNFAIP3 Any deletion 238 62 -0.33 -1.12 0.34 1477.54 1.00 1123 230 54 8 TRUE 0.43
non-small cell lung cancer RAS_12 TNFAIP3 Any deletion 1667 249 0.25 -0.02 0.52 1480.31 1.00 4607 1590 172 77 TRUE 1.10
pancreatic cancer RAS_12 TNFAIP3 Any deletion 1435 86 0.07 -0.37 0.50 1632.96 1.00 637 1375 26 60 TRUE 0.11
ovarian cancer RAS_12 TNFAIP3 Any deletion 149 127 -0.31 -0.99 0.32 1436.22 1.00 1356 140 118 9 TRUE 0.45
non-small cell lung cancer RAS_12 ARHGEF12 Any deletion 251 62 -0.11 -0.70 0.47 1233.61 1.00 562 234 45 17 FALSE 0.15
non-small cell lung cancer RAS_12 CBFA2T3 Any deletion 234 97 -0.31 -0.82 0.19 605.85 1.00 470 210 73 24 FALSE 0.67
cancer of unknown primary RAS_12 CDKN1C Any deletion 89 61 -0.52 -1.38 0.23 1655.71 1.00 445 82 54 7 FALSE 0.69
non-small cell lung cancer RAS_12 CDKN1C Any deletion 704 111 -0.92 -1.48 -0.42 1433.62 1.00 1696 688 95 16 FALSE 3.22
pancreatic cancer RAS_12 CDKN1C Any deletion 341 53 -1.76 -2.37 -1.15 1560.61 1.00 151 328 40 13 FALSE 7.47
uterine cancer RAS_12 CDKN1C Any deletion 101 56 -0.69 -1.64 0.16 1425.41 1.00 590 96 51 5 FALSE 0.87
ovarian cancer RAS_12 CDKN1C Any deletion 76 104 -1.09 -2.12 -0.20 1331.18 1.00 646 72 100 4 FALSE 1.63
cancer of unknown primary RAS_12 MYB Any deletion 99 61 -0.10 -0.81 0.55 1373.81 1.00 488 90 52 9 FALSE 0.11
non-small cell lung cancer RAS_12 MYB Any deletion 741 246 0.12 -0.15 0.39 1300.21 1.00 1761 667 172 74 FALSE 0.42
pancreatic cancer RAS_12 MYB Any deletion 386 87 0.30 -0.16 0.76 1524.43 1.00 198 326 27 60 FALSE 0.69
ovarian cancer RAS_12 MYB Any deletion 84 122 -0.32 -1.02 0.33 1216.74 1.01 687 75 113 9 FALSE 0.45
cancer of unknown primary RAS_12 FANCF Any deletion 99 55 -0.64 -1.37 0.04 1407.10 1.00 498 94 50 5 TRUE 1.08
non-small cell lung cancer RAS_12 FANCF Any deletion 750 91 -0.65 -1.16 -0.18 1392.81 1.00 1887 734 75 16 TRUE 1.99
uterine cancer RAS_12 FANCF Any deletion 106 52 -0.56 -1.41 0.20 1487.18 1.00 632 101 47 5 TRUE 0.78
ovarian cancer RAS_12 FANCF Any deletion 87 78 -0.71 -1.50 0.02 1506.55 1.00 756 83 74 4 TRUE 1.11
cancer of unknown primary RAS_12 FANCG Any deletion 99 95 -0.11 -0.72 0.47 1561.10 1.00 467 85 81 14 TRUE 0.14
non-small cell lung cancer RAS_12 FANCG Any deletion 750 243 -0.45 -0.78 -0.14 1592.41 1.00 1768 701 194 49 TRUE 2.29
pancreatic cancer RAS_12 FANCG Any deletion 391 56 0.04 -0.48 0.57 1454.76 1.00 210 355 20 36 TRUE 0.06
ovarian cancer RAS_12 FANCG Any deletion 87 95 -0.35 -1.16 0.37 1594.06 1.00 742 80 88 7 TRUE 0.45
cancer of unknown primary RAS_12 CYLD Any deletion 201 62 -1.15 -2.08 -0.40 1449.31 1.00 956 198 59 3 FALSE 2.06
non-small cell lung cancer RAS_12 CYLD Any deletion 1219 156 -0.17 -0.54 0.18 1381.82 1.00 3240 1180 117 39 FALSE 0.44
uterine cancer RAS_12 CYLD Any deletion 195 95 -0.85 -1.64 -0.17 1488.03 1.00 1167 189 89 6 FALSE 1.72
ovarian cancer RAS_12 CYLD Any deletion 121 177 -0.72 -1.36 -0.13 1521.99 1.00 1055 112 168 9 FALSE 1.65
non-small cell lung cancer RAS_12 GALNT12 Any deletion 271 72 -0.24 -0.80 0.30 192.73 1.02 631 253 54 18 FALSE 0.40
cancer of unknown primary RAS_12 XPA Any deletion 89 76 -0.50 -1.16 0.14 1577.64 1.00 430 81 68 8 TRUE 0.92
non-small cell lung cancer RAS_12 XPA Any deletion 704 177 -0.37 -0.72 -0.02 1467.86 1.00 1654 664 137 40 TRUE 1.41
uterine cancer RAS_12 XPA Any deletion 101 77 -0.64 -1.39 0.00 1556.35 1.00 568 95 71 6 TRUE 1.15
ovarian cancer RAS_12 XPA Any deletion 76 153 -0.60 -1.24 -0.02 1755.88 1.00 602 67 144 9 TRUE 1.25
non-small cell lung cancer RAS_12 DOCK8 Any deletion 234 142 -0.37 -0.78 0.04 1577.17 1.00 435 200 108 34 FALSE 1.14
pancreatic cancer RAS_12 DOCK8 Any deletion 175 64 0.17 -0.39 0.74 1446.85 1.00 66 130 19 45 FALSE 0.25
non-small cell lung cancer RAS_12 HMBS Any deletion 234 65 -0.24 -0.79 0.29 1132.43 1.00 495 217 48 17 FALSE 0.41
non-small cell lung cancer RAS_12 OGG1 Any deletion 234 131 -0.40 -0.87 0.03 1469.36 1.00 443 203 100 31 FALSE 1.09
non-small cell lung cancer RAS_12 TAL2 Any deletion 234 75 -0.46 -1.05 0.07 1560.50 1.00 485 217 58 17 FALSE 0.96
non-small cell lung cancer RAS_12 AKT2 Any deletion 1668 105 -0.46 -0.98 0.01 1410.95 1.00 4700 1649 86 19 TRUE 1.18
ovarian cancer RAS_12 AKT2 Any deletion 149 71 0.12 -0.71 0.83 1439.66 1.00 1411 141 63 8 TRUE 0.12
non-small cell lung cancer RAS_12 BCL6 Any deletion 1667 129 0.37 0.01 0.71 1302.11 1.00 4693 1624 86 43 FALSE 1.33
non-small cell lung cancer RAS_12 CALR Any deletion 1084 114 0.34 -0.12 0.75 514.36 1.00 2975 1046 76 38 TRUE 0.96
non-small cell lung cancer RAS_12 CBFB Any deletion 1197 64 -0.01 -0.57 0.56 1494.43 1.00 3484 1180 47 17 FALSE 0.01
ovarian cancer RAS_12 CBFB Any deletion 95 85 -0.76 -1.73 0.12 1104.73 1.00 870 91 81 4 FALSE 0.90
non-small cell lung cancer RAS_12 CCND2 Any deletion 1668 152 0.11 -0.27 0.46 1181.28 1.00 4677 1625 109 43 FALSE 0.26
non-small cell lung cancer RAS_12 CCNE1 Any deletion 1668 85 -0.36 -0.92 0.14 1222.84 1.00 4718 1651 68 17 TRUE 0.71
non-small cell lung cancer RAS_12 CDK6 Any deletion 1668 53 -0.72 -1.54 0.03 1465.85 1.00 4741 1660 45 8 TRUE 1.17
non-small cell lung cancer RAS_12 CEBPA Any deletion 1600 86 -0.04 -0.48 0.45 85.85 1.03 4407 1577 63 23 TRUE 0.06
non-small cell lung cancer RAS_12 CRLF2 Any deletion 1667 81 -0.21 -0.74 0.29 1522.74 1.00 4717 1648 62 19 FALSE 0.36
ovarian cancer RAS_12 CRLF2 Any deletion 149 88 -1.48 -3.03 -0.37 1427.59 1.00 1388 147 86 2 FALSE 1.54
non-small cell lung cancer RAS_12 ERCC4 Any deletion 1658 51 -0.56 -1.30 0.11 1537.87 1.00 4708 1649 42 9 TRUE 0.88
ovarian cancer RAS_12 ERCC4 Any deletion 146 85 -0.39 -1.39 0.35 1636.85 1.00 1365 140 79 6 TRUE 0.43
non-small cell lung cancer RAS_12 EZH2 Any deletion 1692 64 -0.95 -1.82 -0.23 1206.96 1.00 4773 1684 56 8 TRUE 1.77
non-small cell lung cancer RAS_12 GATA2 Any deletion 1198 56 0.16 -0.43 0.74 1069.44 1.00 3498 1182 40 16 TRUE 0.22
non-small cell lung cancer RAS_12 MAP2K2 Any deletion 1198 126 0.05 -0.38 0.44 1612.38 1.00 3446 1164 92 34 FALSE 0.09
ovarian cancer RAS_12 MAP2K2 Any deletion 95 107 -0.98 -1.97 -0.09 1293.88 1.00 848 91 103 4 FALSE 1.33
non-small cell lung cancer RAS_12 PNRC1 Any deletion 1433 152 -0.01 -0.40 0.34 1376.21 1.00 4123 1394 113 39 FALSE 0.02
ovarian cancer RAS_12 PNRC1 Any deletion 127 51 -0.45 -1.60 0.46 1429.32 1.00 1203 124 48 3 FALSE 0.41
non-small cell lung cancer RAS_12 PTPN11 Any deletion 1692 88 -0.90 -1.56 -0.30 1445.81 1.00 4753 1680 76 12 TRUE 2.29
ovarian cancer RAS_12 PTPN11 Any deletion 149 52 -2.94 -7.96 -0.65 1451.46 1.00 1422 149 52 0 TRUE 0.89
non-small cell lung cancer RAS_12 RAD52 Any deletion 1197 62 0.60 0.05 1.08 551.82 1.01 3493 1173 38 24 FALSE 1.65
non-small cell lung cancer RAS_12 RHEB Any deletion 1435 55 -0.69 -1.47 -0.03 1376.33 1.00 3876 1426 46 9 FALSE 1.20
non-small cell lung cancer RAS_12 SOCS1 Any deletion 1667 56 -0.86 -1.67 -0.09 1521.32 1.00 4731 1659 48 8 FALSE 1.54
ovarian cancer RAS_12 SOCS1 Any deletion 149 90 -1.21 -2.47 -0.18 1216.25 1.00 1387 146 87 3 FALSE 1.45
non-small cell lung cancer RAS_12 SOX2 Any deletion 1667 109 0.34 -0.08 0.73 1316.14 1.00 4706 1631 73 36 FALSE 1.00
non-small cell lung cancer RAS_12 SYK Any deletion 1433 98 -0.27 -0.76 0.20 1759.10 1.00 4159 1412 77 21 FALSE 0.54
ovarian cancer RAS_12 SYK Any deletion 127 98 -0.93 -2.04 -0.06 1491.89 1.00 1157 123 94 4 FALSE 1.25
non-small cell lung cancer RAS_12 ZRSR2 Any deletion 1554 57 -0.19 -0.82 0.44 1575.58 1.00 4256 1540 43 14 FALSE 0.25
ovarian cancer RAS_12 ZRSR2 Any deletion 128 60 -1.04 -2.53 0.01 1370.77 1.00 1249 126 58 2 FALSE 0.92
non-small cell lung cancer RAS_12 ETV5 Any deletion 750 120 0.21 -0.22 0.61 84.34 1.03 1881 711 81 39 TRUE 0.48
non-small cell lung cancer RAS_12 PRKDC Any deletion 750 99 -0.97 -1.59 -0.42 1325.77 1.00 1876 737 86 13 FALSE 2.97
non-small cell lung cancer RAS_12 PRKCI Any deletion 1219 87 0.21 -0.26 0.68 1348.02 1.00 3297 1192 60 27 FALSE 0.43
non-small cell lung cancer RAS_12 CBLB Any deletion 704 141 0.11 -0.27 0.47 1342.59 1.00 1693 661 98 43 FALSE 0.24
non-small cell lung cancer RAS_12 CDK1 Any deletion 470 64 -0.65 -1.36 -0.03 1496.30 1.00 1195 459 53 11 FALSE 1.21
non-small cell lung cancer RAS_12 CDK9 Any deletion 470 89 -0.24 -0.74 0.21 1449.65 1.00 1180 449 68 21 FALSE 0.49
ovarian cancer RAS_12 CDK9 Any deletion 54 95 -0.96 -2.06 -0.04 1535.78 1.00 432 50 91 4 FALSE 1.22
non-small cell lung cancer RAS_12 CRTC1 Any deletion 704 233 0.02 -0.29 0.32 1488.52 1.00 1625 637 166 67 FALSE 0.05
non-small cell lung cancer RAS_12 CUX1 Any deletion 704 65 -0.73 -1.45 -0.12 1362.48 1.00 1737 693 54 11 FALSE 1.53
non-small cell lung cancer RAS_12 DDB2 Any deletion 704 76 -0.66 -1.25 -0.08 1459.19 1.00 1728 691 63 13 TRUE 1.56
ovarian cancer RAS_12 DDB2 Any deletion 76 62 -0.30 -1.31 0.56 1480.23 1.00 689 71 57 5 TRUE 0.27
non-small cell lung cancer RAS_12 EXT2 Any deletion 704 79 -0.55 -1.11 -0.03 1490.11 1.00 1727 689 64 15 TRUE 1.32
ovarian cancer RAS_12 EXT2 Any deletion 76 59 -0.23 -1.24 0.64 1388.89 1.00 692 71 54 5 TRUE 0.20
non-small cell lung cancer RAS_12 LMO2 Any deletion 704 87 -1.03 -1.68 -0.45 1569.11 1.00 1715 693 76 11 FALSE 2.98
ovarian cancer RAS_12 LMO2 Any deletion 76 72 -0.53 -1.51 0.34 1662.60 1.00 679 71 67 5 FALSE 0.55
non-small cell lung cancer RAS_12 LMO3 Any deletion 470 59 -0.63 -1.40 -0.05 150.18 1.03 1199 460 49 10 FALSE 1.17
non-small cell lung cancer RAS_12 MECOM Any deletion 721 83 0.27 -0.22 0.73 1210.73 1.00 1800 693 55 28 FALSE 0.57
non-small cell lung cancer RAS_12 MYBL1 Any deletion 704 70 -0.81 -1.52 -0.10 730.94 1.01 1732 693 59 11 FALSE 1.77
non-small cell lung cancer RAS_12 NFKBIZ Any deletion 704 130 0.09 -0.31 0.47 1443.63 1.00 1700 665 91 39 FALSE 0.18
non-small cell lung cancer RAS_12 PSMD13 Any deletion 470 54 -1.05 -1.89 -0.30 1541.98 1.00 1201 463 47 7 FALSE 2.05
ovarian cancer RAS_12 PSMD13 Any deletion 54 59 -1.24 -2.64 -0.09 1513.86 1.00 466 52 57 2 FALSE 1.23
non-small cell lung cancer RAS_12 RBL2 Any deletion 470 96 -0.33 -0.81 0.12 1672.44 1.00 1174 448 74 22 FALSE 0.80
uterine cancer RAS_12 RBL2 Any deletion 73 60 -0.75 -1.64 0.07 1467.80 1.00 377 68 55 5 FALSE 1.05
ovarian cancer RAS_12 RBL2 Any deletion 54 121 -1.17 -2.12 -0.32 1439.01 1.00 406 50 117 4 FALSE 2.00
non-small cell lung cancer RAS_12 RHPN2 Any deletion 470 57 -0.27 -0.92 0.35 1467.68 1.00 1204 457 44 13 FALSE 0.41
non-small cell lung cancer RAS_12 SBDS Any deletion 704 58 -0.46 -1.04 0.12 1175.95 1.00 1745 692 46 12 TRUE 0.94
non-small cell lung cancer RAS_12 STAG1 Any deletion 470 59 0.24 -0.32 0.82 1453.36 1.00 1208 451 40 19 FALSE 0.38
non-small cell lung cancer RAS_12 STAT6 Any deletion 704 52 -1.70 -2.90 -0.74 1403.63 1.00 1743 700 48 4 FALSE 2.76
non-small cell lung cancer RAS_12 ZNF708 Any deletion 470 136 -0.01 -0.41 0.36 1358.52 1.00 1149 433 99 37 FALSE 0.02
non-small cell lung cancer RAS_12 CADM2 Any deletion 350 118 -0.70 -1.19 -0.22 1370.84 1.00 767 329 97 21 FALSE 2.27
non-small cell lung cancer RAS_12 KCNIP1 Any deletion 350 60 -1.06 -1.95 -0.31 1414.45 1.00 812 342 52 8 FALSE 1.98
non-small cell lung cancer RAS_12 NPRL2 Any deletion 350 154 -0.63 -1.07 -0.22 1138.00 1.00 739 321 125 29 FALSE 2.39
non-small cell lung cancer RAS_12 SLITRK6 Any deletion 350 115 -0.51 -0.94 -0.06 335.54 1.01 773 326 91 24 FALSE 1.54
non-small cell lung cancer RAS_12 SQSTM1 Any deletion 350 63 -1.30 -2.18 -0.54 1383.16 1.00 808 343 56 7 FALSE 2.79
non-small cell lung cancer RAS_12 TLR4 Any deletion 350 78 -0.37 -1.00 0.19 124.25 1.02 804 332 60 18 FALSE 0.67
non-small cell lung cancer RAS_12 ARHGAP35 Any deletion 234 79 -0.79 -1.42 -0.23 961.82 1.00 478 220 65 14 FALSE 1.98
non-small cell lung cancer RAS_12 BABAM1 Any deletion 712 97 0.26 -0.18 0.68 876.33 1.00 1901 681 66 31 FALSE 0.62
non-small cell lung cancer RAS_12 BRD3 Any deletion 251 62 -0.20 -0.79 0.36 1532.32 1.00 561 235 46 16 FALSE 0.32
non-small cell lung cancer RAS_12 DCLRE1C Any deletion 234 57 -0.66 -1.43 -0.01 1346.29 1.00 497 223 46 11 FALSE 1.15
non-small cell lung cancer RAS_12 ELANE Any deletion 234 112 -0.24 -0.66 0.19 1289.53 1.00 460 205 83 29 FALSE 0.56
non-small cell lung cancer RAS_12 ENG Any deletion 234 63 -0.48 -1.09 0.14 1465.37 1.00 494 220 49 14 FALSE 0.85
non-small cell lung cancer RAS_12 ERCC1 Any deletion 234 69 -1.03 -1.76 -0.35 1081.74 1.01 484 224 59 10 TRUE 2.44
non-small cell lung cancer RAS_12 KCNQ1 Any deletion 234 55 -0.90 -1.67 -0.20 1215.01 1.00 497 225 46 9 FALSE 1.72
non-small cell lung cancer RAS_12 KLF2 Any deletion 234 99 0.17 -0.24 0.64 27.11 1.11 478 200 65 34 FALSE 0.30
non-small cell lung cancer RAS_12 LIG4 Any deletion 234 128 -0.50 -0.96 -0.06 1430.80 1.00 443 206 100 28 FALSE 1.52
non-small cell lung cancer RAS_12 MAF Any deletion 234 86 -0.21 -0.72 0.28 1265.00 1.00 480 211 63 23 FALSE 0.38
non-small cell lung cancer RAS_12 MBD4 Any deletion 234 58 -0.16 -0.80 0.42 1006.15 1.00 501 218 42 16 FALSE 0.22
non-small cell lung cancer RAS_12 PNKP Any deletion 234 85 -0.80 -1.43 -0.21 1454.74 1.00 473 219 70 15 FALSE 2.01
non-small cell lung cancer RAS_12 POLQ Any deletion 234 56 0.16 -0.42 0.70 1311.56 1.00 506 215 37 19 FALSE 0.23
non-small cell lung cancer RAS_12 RSPO3 Any deletion 234 93 0.33 -0.15 0.76 1281.67 1.00 484 200 59 34 FALSE 0.81
non-small cell lung cancer RAS_12 TOPBP1 Any deletion 234 53 -0.10 -0.73 0.53 1191.01 1.00 505 219 38 15 FALSE 0.13
non-small cell lung cancer RAS_12 XRCC1 Any deletion 234 52 -1.13 -2.01 -0.37 915.30 1.00 498 227 45 7 TRUE 2.08
pancreatic cancer RAS_12 CDKN1A Any deletion 1430 53 -0.68 -1.25 -0.13 1320.15 1.00 633 1402 25 28 FALSE 1.76
pancreatic cancer RAS_12 FANCE Any deletion 391 56 -0.28 -0.85 0.28 1281.04 1.00 205 359 24 32 FALSE 0.49
ovarian cancer RAS_12 PMS2 Any deletion 149 86 -6.48 -16.36 -1.84 977.73 1.00 1388 149 86 0 TRUE 0.98
ovarian cancer RAS_12 RAD51D Any deletion 95 73 -2.42 -5.06 -0.61 1242.54 1.00 879 94 72 1 FALSE 1.44
ovarian cancer RAS_12 FUS Any deletion 76 62 -0.54 -1.72 0.47 1440.80 1.00 688 72 58 4 FALSE 0.49
ovarian cancer RAS_12 IKZF3 Any deletion 58 98 -3.05 -5.39 -1.28 317.84 1.02 430 57 97 1 FALSE 2.44
colorectal cancer KRAS_12 AKT1 Any deletion 1213 204 -0.31 -0.67 0.01 1390.95 1.00 2724 1165 156 48 TRUE 1.19
cancer of unknown primary KRAS_12 AKT1 Any deletion 230 58 -0.57 -1.39 0.15 1428.23 1.00 1136 225 53 5 TRUE 0.82
non-small cell lung cancer KRAS_12 AKT1 Any deletion 1684 92 0.24 -0.18 0.68 1614.87 1.00 4775 1654 62 30 TRUE 0.56
ovarian cancer KRAS_12 AKT1 Any deletion 147 64 0.31 -0.44 0.96 1502.80 1.00 1421 138 55 9 TRUE 0.43
colorectal cancer KRAS_12 ALOX12B Any deletion 1003 294 0.18 -0.07 0.42 1580.08 1.00 2189 905 196 98 FALSE 0.80
non-small cell lung cancer KRAS_12 ALOX12B Any deletion 1427 273 -0.43 -0.73 -0.13 1487.64 1.00 4019 1377 223 50 FALSE 2.24
pancreatic cancer KRAS_12 ALOX12B Any deletion 1259 52 0.48 -0.10 1.13 1441.25 1.00 569 1217 10 42 FALSE 0.88
uterine cancer KRAS_12 ALOX12B Any deletion 201 74 -1.08 -2.10 -0.18 1447.13 1.00 1335 198 71 3 FALSE 1.51
ovarian cancer KRAS_12 ALOX12B Any deletion 125 156 -0.55 -1.29 0.06 1292.19 1.00 1106 116 147 9 FALSE 0.96
colorectal cancer KRAS_12 AURKB Any deletion 1208 585 0.04 -0.14 0.22 1682.67 1.00 2459 1030 407 178 FALSE 0.20
cancer of unknown primary KRAS_12 AURKB Any deletion 229 124 -0.03 -0.50 0.43 1463.08 1.00 1083 209 104 20 FALSE 0.05
non-small cell lung cancer KRAS_12 AURKB Any deletion 1660 452 -0.13 -0.36 0.08 1429.22 1.00 4441 1553 345 107 FALSE 0.58
pancreatic cancer KRAS_12 AURKB Any deletion 1433 138 0.69 0.29 1.08 1575.34 1.00 640 1320 25 113 FALSE 3.10
uterine cancer KRAS_12 AURKB Any deletion 226 104 -0.74 -1.56 -0.06 1590.01 1.00 1520 220 98 6 FALSE 1.30
ovarian cancer KRAS_12 AURKB Any deletion 147 238 -0.44 -0.99 0.05 1439.94 1.00 1253 132 223 15 FALSE 1.03
colorectal cancer KRAS_12 BCL2 Any deletion 1208 792 0.15 -0.01 0.32 1369.74 1.00 2329 953 537 255 TRUE 1.13
cancer of unknown primary KRAS_12 BCL2 Any deletion 229 114 -0.06 -0.61 0.45 1537.27 1.00 1091 211 96 18 TRUE 0.09
non-small cell lung cancer KRAS_12 BCL2 Any deletion 1660 373 -0.36 -0.61 -0.12 1543.02 1.00 4487 1586 299 74 TRUE 2.22
pancreatic cancer KRAS_12 BCL2 Any deletion 1433 176 0.34 0.01 0.68 1353.21 1.00 621 1301 44 132 TRUE 1.32
uterine cancer KRAS_12 BCL2 Any deletion 226 66 -0.21 -0.99 0.48 1559.29 1.00 1559 219 59 7 TRUE 0.24
ovarian cancer KRAS_12 BCL2 Any deletion 147 185 -0.47 -1.09 0.08 1324.68 1.00 1302 136 174 11 TRUE 0.93
colorectal cancer KRAS_12 BMPR1A Any deletion 1194 188 0.11 -0.19 0.43 1158.48 1.00 2709 1131 125 63 TRUE 0.33
cancer of unknown primary KRAS_12 BMPR1A Any deletion 229 67 -0.61 -1.31 0.04 1605.55 1.00 1118 222 60 7 TRUE 1.11
non-small cell lung cancer KRAS_12 BMPR1A Any deletion 1652 181 -0.82 -1.26 -0.44 1483.58 1.00 4603 1628 157 24 TRUE 4.19
uterine cancer KRAS_12 BMPR1A Any deletion 226 54 -1.17 -2.23 -0.29 1391.26 1.00 1547 225 53 1 TRUE 1.68
ovarian cancer KRAS_12 BMPR1A Any deletion 144 71 -0.95 -1.92 -0.13 1449.12 1.00 1378 142 69 2 TRUE 1.42
colorectal cancer KRAS_12 CBL Any deletion 1209 99 0.22 -0.19 0.62 1455.13 1.00 2804 1173 63 36 TRUE 0.54
cancer of unknown primary KRAS_12 CBL Any deletion 230 99 -0.70 -1.37 -0.10 1556.88 1.00 1098 222 91 8 TRUE 1.49
non-small cell lung cancer KRAS_12 CBL Any deletion 1660 133 -0.26 -0.67 0.13 1466.54 1.00 4690 1631 104 29 TRUE 0.70
uterine cancer KRAS_12 CBL Any deletion 226 69 -0.80 -1.72 -0.06 1459.83 1.00 1553 223 66 3 TRUE 1.21
ovarian cancer KRAS_12 CBL Any deletion 147 79 0.08 -0.64 0.72 1411.77 1.00 1406 138 70 9 TRUE 0.09
colorectal cancer KRAS_12 CD274 Any deletion 1188 88 -0.49 -0.98 -0.03 1499.74 1.00 2749 1170 70 18 FALSE 1.34
cancer of unknown primary KRAS_12 CD274 Any deletion 230 111 0.09 -0.43 0.57 1469.93 1.00 1089 210 91 20 FALSE 0.15
non-small cell lung cancer KRAS_12 CD274 Any deletion 1652 341 -0.25 -0.52 0.03 1404.95 1.00 4488 1579 268 73 FALSE 1.21
pancreatic cancer KRAS_12 CD274 Any deletion 1428 103 0.24 -0.17 0.69 1478.42 1.00 633 1352 27 76 FALSE 0.56
uterine cancer KRAS_12 CD274 Any deletion 226 65 -0.50 -1.33 0.24 1637.00 1.00 1547 221 60 5 FALSE 0.65
ovarian cancer KRAS_12 CD274 Any deletion 144 121 -0.07 -0.67 0.53 1313.77 1.00 1336 133 110 11 FALSE 0.08
colorectal cancer KRAS_12 CD79B Any deletion 1208 108 0.34 -0.07 0.73 1511.09 1.00 2799 1167 67 41 FALSE 1.04
ovarian cancer KRAS_12 CD79B Any deletion 147 87 -0.47 -1.40 0.32 1545.36 1.00 1394 142 82 5 FALSE 0.55
colorectal cancer KRAS_12 CDKN1B Any deletion 1209 76 -0.42 -0.94 0.05 1503.93 1.00 2806 1194 61 15 TRUE 1.02
non-small cell lung cancer KRAS_12 CDKN1B Any deletion 1660 184 0.02 -0.31 0.33 1346.88 1.00 4660 1610 134 50 TRUE 0.03
colorectal cancer KRAS_12 CDKN2C Any deletion 1208 177 0.34 0.03 0.64 1546.40 1.00 2754 1143 112 65 TRUE 1.53
cancer of unknown primary KRAS_12 CDKN2C Any deletion 229 53 -0.08 -0.84 0.60 1270.89 1.00 1141 221 45 8 TRUE 0.08
non-small cell lung cancer KRAS_12 CDKN2C Any deletion 1660 140 0.40 0.04 0.74 1543.18 1.00 4694 1612 92 48 TRUE 1.59
pancreatic cancer KRAS_12 CDKN2C Any deletion 1433 66 -0.75 -1.24 -0.27 1445.75 1.00 631 1401 34 32 TRUE 2.68
ovarian cancer KRAS_12 CDKN2C Any deletion 147 55 1.33 0.71 1.92 1656.70 1.00 1437 131 39 16 TRUE 4.89
colorectal cancer KRAS_12 CHEK1 Any deletion 977 53 -0.13 -0.69 0.42 1515.40 1.00 2249 962 38 15 FALSE 0.18
cancer of unknown primary KRAS_12 CHEK1 Any deletion 177 63 -0.47 -1.35 0.23 1457.13 1.00 903 171 57 6 FALSE 0.64
non-small cell lung cancer KRAS_12 CHEK1 Any deletion 1193 66 0.10 -0.40 0.62 1405.63 1.00 3496 1174 47 19 FALSE 0.14
colorectal cancer KRAS_12 CHEK2 Any deletion 1209 214 0.47 0.18 0.75 1557.48 1.00 2739 1123 128 86 TRUE 2.97
cancer of unknown primary KRAS_12 CHEK2 Any deletion 230 70 -0.32 -1.09 0.32 1524.38 1.00 1127 221 61 9 TRUE 0.43
non-small cell lung cancer KRAS_12 CHEK2 Any deletion 1660 135 0.08 -0.28 0.45 1582.95 1.00 4697 1622 97 38 TRUE 0.17
pancreatic cancer KRAS_12 CHEK2 Any deletion 1438 64 -0.33 -0.81 0.16 1410.29 1.00 641 1399 25 39 TRUE 0.76
uterine cancer KRAS_12 CHEK2 Any deletion 226 81 -1.09 -2.15 -0.21 1474.39 1.00 1539 223 78 3 TRUE 1.63
ovarian cancer KRAS_12 CHEK2 Any deletion 147 175 -0.88 -1.61 -0.20 1395.38 1.00 1308 140 168 7 TRUE 1.81
colorectal cancer KRAS_12 CRKL Any deletion 1208 203 0.44 0.15 0.70 1372.89 1.00 2743 1128 123 80 FALSE 2.62
cancer of unknown primary KRAS_12 CRKL Any deletion 229 62 -0.18 -0.86 0.44 1721.95 1.00 1134 220 53 9 FALSE 0.23
non-small cell lung cancer KRAS_12 CRKL Any deletion 1660 104 0.14 -0.26 0.55 1401.89 1.00 4713 1629 73 31 FALSE 0.30
pancreatic cancer KRAS_12 CRKL Any deletion 1433 55 -0.50 -1.00 0.00 1573.08 1.00 641 1402 24 31 FALSE 1.25
uterine cancer KRAS_12 CRKL Any deletion 226 70 -0.96 -1.96 -0.11 1628.16 1.00 1551 223 67 3 FALSE 1.37
ovarian cancer KRAS_12 CRKL Any deletion 147 144 -0.56 -1.28 0.09 1531.93 1.00 1340 139 136 8 FALSE 0.96
colorectal cancer KRAS_12 CSF3R Any deletion 995 180 0.27 -0.06 0.57 1544.31 1.00 2250 932 117 63 FALSE 1.03
non-small cell lung cancer KRAS_12 CSF3R Any deletion 1428 108 0.62 0.22 1.01 1413.85 1.00 3857 1384 64 44 FALSE 2.60
pancreatic cancer KRAS_12 CSF3R Any deletion 1348 62 -0.91 -1.44 -0.42 1426.24 1.00 552 1319 33 29 FALSE 3.41
ovarian cancer KRAS_12 CSF3R Any deletion 106 52 1.44 0.75 2.04 1512.33 1.00 1072 91 37 15 FALSE 4.87
colorectal cancer KRAS_12 ERCC2 Any deletion 1209 52 0.12 -0.48 0.65 1230.63 1.00 2833 1191 34 18 TRUE 0.17
non-small cell lung cancer KRAS_12 ERCC2 Any deletion 1660 142 -0.62 -1.05 -0.17 1675.24 1.00 4674 1638 120 22 TRUE 2.18
ovarian cancer KRAS_12 ERCC2 Any deletion 147 105 -0.13 -0.82 0.48 1681.38 1.00 1380 138 96 9 TRUE 0.15
colorectal cancer KRAS_12 ERG Any deletion 1167 106 -0.38 -0.83 0.05 1515.03 1.00 2661 1143 82 24 FALSE 1.07
non-small cell lung cancer KRAS_12 ERG Any deletion 1540 79 -0.09 -0.59 0.39 1531.36 1.00 4343 1520 59 20 FALSE 0.14
pancreatic cancer KRAS_12 ERG Any deletion 1413 51 -0.39 -0.91 0.14 1425.57 1.00 624 1383 21 30 FALSE 0.81
colorectal cancer KRAS_12 ETV6 Any deletion 1208 63 -0.47 -1.07 0.04 1455.09 1.00 2815 1196 51 12 FALSE 0.99
non-small cell lung cancer KRAS_12 ETV6 Any deletion 1660 153 -0.08 -0.44 0.27 1423.38 1.00 4672 1621 114 39 FALSE 0.18
colorectal cancer KRAS_12 FAM46C Any deletion 1208 162 0.25 -0.09 0.56 1133.12 1.00 2761 1151 105 57 FALSE 0.91
non-small cell lung cancer KRAS_12 FAM46C Any deletion 1660 182 0.18 -0.14 0.49 1483.29 1.00 4658 1606 128 54 FALSE 0.57
pancreatic cancer KRAS_12 FAM46C Any deletion 1433 61 -0.74 -1.25 -0.22 1718.83 1.00 634 1403 31 30 FALSE 2.42
colorectal cancer KRAS_12 FOXA1 Any deletion 862 120 -0.24 -0.67 0.18 1147.51 1.00 1971 832 90 30 FALSE 0.58
colorectal cancer KRAS_12 GNA11 Any deletion 1213 94 -0.54 -1.04 -0.09 1382.79 1.00 2805 1194 75 19 TRUE 1.55
cancer of unknown primary KRAS_12 GNA11 Any deletion 230 66 -0.04 -0.73 0.61 1461.21 1.00 1133 219 55 11 TRUE 0.04
non-small cell lung cancer KRAS_12 GNA11 Any deletion 1684 311 0.00 -0.26 0.25 1647.21 1.00 4607 1603 230 81 TRUE 0.01
pancreatic cancer KRAS_12 GNA11 Any deletion 1438 51 0.09 -0.46 0.68 1336.90 1.00 652 1401 14 37 TRUE 0.12
uterine cancer KRAS_12 GNA11 Any deletion 226 115 -0.78 -1.52 -0.14 1432.93 1.00 1509 219 108 7 TRUE 1.54
ovarian cancer KRAS_12 GNA11 Any deletion 147 272 -0.86 -1.47 -0.31 1552.79 1.00 1216 135 260 12 TRUE 2.51
colorectal cancer KRAS_12 GREM1 Any deletion 956 105 -0.38 -0.83 0.05 1349.24 1.00 2158 932 81 24 FALSE 0.99
non-small cell lung cancer KRAS_12 GREM1 Any deletion 1185 108 -0.02 -0.48 0.42 1570.23 1.00 3425 1157 80 28 FALSE 0.03
ovarian cancer KRAS_12 GREM1 Any deletion 91 63 -0.60 -1.59 0.26 1489.22 1.00 862 88 60 3 FALSE 0.67
colorectal cancer KRAS_12 H3F3B Any deletion 804 54 -0.03 -0.64 0.58 858.12 1.00 1872 788 38 16 TRUE 0.03
colorectal cancer KRAS_12 ID3 Any deletion 1036 277 0.12 -0.15 0.38 1428.36 1.00 2301 948 189 88 FALSE 0.45
cancer of unknown primary KRAS_12 ID3 Any deletion 215 88 -0.13 -0.71 0.46 1538.52 1.00 1023 202 75 13 FALSE 0.18
non-small cell lung cancer KRAS_12 ID3 Any deletion 1548 166 0.31 -0.01 0.60 1407.07 1.00 4194 1493 111 55 FALSE 1.29
pancreatic cancer KRAS_12 ID3 Any deletion 1368 90 -0.38 -0.77 0.07 1384.07 1.00 569 1314 36 54 FALSE 1.09
uterine cancer KRAS_12 ID3 Any deletion 210 62 0.01 -0.67 0.69 1714.36 1.00 1420 202 54 8 FALSE 0.01
ovarian cancer KRAS_12 ID3 Any deletion 127 141 0.60 0.09 1.08 1493.53 1.00 1188 106 120 21 FALSE 1.76
colorectal cancer KRAS_12 IDH2 Any deletion 1213 164 -0.20 -0.54 0.14 1479.57 1.00 2759 1170 121 43 TRUE 0.59
non-small cell lung cancer KRAS_12 IDH2 Any deletion 1684 148 -0.28 -0.66 0.09 1641.04 1.00 4721 1652 116 32 TRUE 0.81
uterine cancer KRAS_12 IDH2 Any deletion 226 59 -0.56 -1.37 0.16 1284.39 1.00 1562 222 55 4 TRUE 0.81
ovarian cancer KRAS_12 IDH2 Any deletion 147 81 -0.44 -1.26 0.28 1557.92 1.00 1400 142 76 5 TRUE 0.60
colorectal cancer KRAS_12 KRAS Any deletion 1213 56 -0.43 -0.90 0.07 1320.45 1.00 2837 1200 43 13 TRUE 1.06
non-small cell lung cancer KRAS_12 KRAS Any deletion 1684 98 -0.48 -0.96 -0.04 1240.98 1.00 4756 1667 81 17 TRUE 1.42
colorectal cancer KRAS_12 MAP2K1 Any deletion 1209 186 -0.24 -0.57 0.09 1235.81 1.00 2728 1162 139 47 TRUE 0.80
non-small cell lung cancer KRAS_12 MAP2K1 Any deletion 1660 157 -0.03 -0.38 0.31 1509.30 1.00 4678 1619 116 41 TRUE 0.07
uterine cancer KRAS_12 MAP2K1 Any deletion 226 66 -0.66 -1.51 0.10 1434.39 1.00 1555 222 62 4 TRUE 0.99
ovarian cancer KRAS_12 MAP2K1 Any deletion 147 105 -0.64 -1.45 0.10 1415.83 1.00 1376 142 100 5 TRUE 1.01
colorectal cancer KRAS_12 MAPK1 Any deletion 1095 210 0.52 0.24 0.79 1485.59 1.00 2518 1009 124 86 FALSE 3.60
cancer of unknown primary KRAS_12 MAPK1 Any deletion 221 65 -0.11 -0.83 0.55 1436.66 1.00 1084 211 55 10 FALSE 0.12
non-small cell lung cancer KRAS_12 MAPK1 Any deletion 1615 110 0.16 -0.25 0.56 1500.72 1.00 4545 1582 77 33 FALSE 0.36
pancreatic cancer KRAS_12 MAPK1 Any deletion 1388 58 -0.44 -0.97 0.07 1549.15 1.00 604 1354 24 34 FALSE 1.02
uterine cancer KRAS_12 MAPK1 Any deletion 222 69 -0.75 -1.70 0.03 1399.17 1.00 1516 218 65 4 FALSE 1.07
ovarian cancer KRAS_12 MAPK1 Any deletion 136 153 -0.57 -1.30 0.04 1446.45 1.00 1247 128 145 8 FALSE 1.02
colorectal cancer KRAS_12 MEF2B Any deletion 1208 57 -0.10 -0.66 0.44 1430.60 1.00 2825 1192 41 16 FALSE 0.15
non-small cell lung cancer KRAS_12 MEF2B Any deletion 1660 247 0.16 -0.14 0.44 1568.64 1.00 4610 1589 176 71 FALSE 0.54
colorectal cancer KRAS_12 MPL Any deletion 1212 152 0.25 -0.09 0.58 1522.45 1.00 2780 1159 99 53 TRUE 0.81
non-small cell lung cancer KRAS_12 MPL Any deletion 1684 113 0.52 0.12 0.91 1340.43 1.00 4758 1642 71 42 TRUE 2.05
pancreatic cancer KRAS_12 MPL Any deletion 1433 57 -0.81 -1.36 -0.29 1421.66 1.00 635 1406 30 27 TRUE 2.47
ovarian cancer KRAS_12 MPL Any deletion 147 54 1.49 0.82 2.08 1426.64 1.00 1439 130 37 17 TRUE 5.62
colorectal cancer KRAS_12 MUTYH Any deletion 1208 158 0.22 -0.11 0.55 1589.96 1.00 2762 1154 104 54 TRUE 0.73
non-small cell lung cancer KRAS_12 MUTYH Any deletion 1660 121 0.42 0.06 0.80 1538.45 1.00 4707 1618 79 42 TRUE 1.56
pancreatic cancer KRAS_12 MUTYH Any deletion 1433 60 -0.78 -1.29 -0.25 1501.34 1.00 634 1404 31 29 TRUE 2.50
ovarian cancer KRAS_12 MUTYH Any deletion 147 56 1.44 0.82 2.01 1538.97 1.00 1437 130 39 17 TRUE 5.58
colorectal cancer KRAS_12 MYD88 Any deletion 1209 81 0.35 -0.09 0.79 1598.13 1.00 2818 1177 49 32 TRUE 0.93
cancer of unknown primary KRAS_12 MYD88 Any deletion 230 116 -0.60 -1.21 -0.05 1518.71 1.00 1084 218 104 12 TRUE 1.33
non-small cell lung cancer KRAS_12 MYD88 Any deletion 1660 323 -0.35 -0.62 -0.09 1545.58 1.00 4536 1595 258 65 TRUE 1.88
pancreatic cancer KRAS_12 MYD88 Any deletion 1438 67 -0.75 -1.23 -0.26 1557.30 1.00 633 1404 33 34 TRUE 2.70
ovarian cancer KRAS_12 MYD88 Any deletion 147 75 -1.46 -2.87 -0.33 1471.67 1.00 1402 146 74 1 TRUE 1.58
colorectal cancer KRAS_12 NEGR1 Any deletion 829 88 0.32 -0.10 0.73 1421.58 1.00 1900 798 57 31 FALSE 0.86
non-small cell lung cancer KRAS_12 NEGR1 Any deletion 1212 70 0.54 0.10 0.98 1474.64 1.00 3399 1184 42 28 FALSE 1.74
colorectal cancer KRAS_12 NF2 Any deletion 1209 218 0.43 0.14 0.71 1465.76 1.00 2735 1123 132 86 TRUE 2.53
cancer of unknown primary KRAS_12 NF2 Any deletion 230 68 -0.31 -1.06 0.36 1522.92 1.00 1130 221 59 9 TRUE 0.41
non-small cell lung cancer KRAS_12 NF2 Any deletion 1660 142 0.09 -0.29 0.44 1469.91 1.00 4692 1620 102 40 TRUE 0.20
pancreatic cancer KRAS_12 NF2 Any deletion 1438 64 -0.40 -0.86 0.07 1535.51 1.00 640 1400 26 38 TRUE 1.04
uterine cancer KRAS_12 NF2 Any deletion 226 79 -1.06 -2.04 -0.19 1478.23 1.00 1543 223 76 3 TRUE 1.63
ovarian cancer KRAS_12 NF2 Any deletion 147 179 -0.80 -1.47 -0.20 1547.49 1.00 1305 139 171 8 TRUE 1.77
colorectal cancer KRAS_12 NFKBIA Any deletion 1150 207 -0.20 -0.53 0.11 1562.11 1.00 2561 1097 154 53 FALSE 0.68
cancer of unknown primary KRAS_12 NFKBIA Any deletion 224 52 -0.47 -1.36 0.24 1447.52 1.00 1100 219 47 5 FALSE 0.62
ovarian cancer KRAS_12 NFKBIA Any deletion 138 60 0.61 -0.07 1.26 1349.54 1.00 1343 127 49 11 FALSE 1.11
colorectal cancer KRAS_12 NPM1 Any deletion 1212 127 -0.73 -1.21 -0.30 1402.83 1.00 2774 1190 105 22 FALSE 2.94
cancer of unknown primary KRAS_12 NPM1 Any deletion 230 53 -0.61 -1.41 0.11 1522.91 1.00 1140 224 47 6 FALSE 0.99
non-small cell lung cancer KRAS_12 NPM1 Any deletion 1684 140 -0.83 -1.28 -0.38 1473.72 1.00 4708 1665 121 19 FALSE 3.47
ovarian cancer KRAS_12 NPM1 Any deletion 147 78 -0.88 -1.76 -0.14 1545.90 1.00 1401 144 75 3 FALSE 1.42
colorectal cancer KRAS_12 NRAS Any deletion 1213 190 0.33 0.03 0.63 1245.99 1.00 2760 1143 120 70 TRUE 1.48
cancer of unknown primary KRAS_12 NRAS Any deletion 230 62 0.31 -0.34 0.90 1446.85 1.00 1140 217 49 13 TRUE 0.50
non-small cell lung cancer KRAS_12 NRAS Any deletion 1684 209 0.24 -0.06 0.54 1513.82 1.00 4692 1620 145 64 TRUE 0.94
pancreatic cancer KRAS_12 NRAS Any deletion 1438 64 -0.69 -1.21 -0.20 1536.48 1.00 634 1406 32 32 TRUE 2.22
ovarian cancer KRAS_12 NRAS Any deletion 147 55 1.22 0.61 1.82 1410.20 1.00 1436 132 40 15 TRUE 3.99
colorectal cancer KRAS_12 PHOX2B Any deletion 1094 236 -0.09 -0.38 0.19 1442.79 1.00 2471 1028 170 66 TRUE 0.28
cancer of unknown primary KRAS_12 PHOX2B Any deletion 220 70 -0.48 -1.17 0.17 1530.36 1.00 1073 212 62 8 TRUE 0.78
non-small cell lung cancer KRAS_12 PHOX2B Any deletion 1615 121 -0.89 -1.43 -0.40 1497.17 1.00 4508 1600 106 15 TRUE 3.25
ovarian cancer KRAS_12 PHOX2B Any deletion 136 124 -0.69 -1.44 0.01 1493.45 1.00 1274 130 118 6 TRUE 1.16
colorectal cancer KRAS_12 PPM1D Any deletion 804 51 0.13 -0.45 0.70 1424.69 1.00 1876 787 34 17 FALSE 0.18
colorectal cancer KRAS_12 PRDM1 Any deletion 1208 71 0.14 -0.35 0.57 1293.34 1.00 2819 1184 47 24 FALSE 0.24
cancer of unknown primary KRAS_12 PRDM1 Any deletion 229 69 -0.14 -0.83 0.52 1624.77 1.00 1128 219 59 10 FALSE 0.17
non-small cell lung cancer KRAS_12 PRDM1 Any deletion 1660 282 0.19 -0.07 0.43 1538.48 1.00 4587 1577 199 83 FALSE 0.84
pancreatic cancer KRAS_12 PRDM1 Any deletion 1433 88 0.01 -0.44 0.48 1563.51 1.00 637 1373 28 60 FALSE 0.02
ovarian cancer KRAS_12 PRDM1 Any deletion 147 130 -0.11 -0.74 0.46 1325.28 1.00 1357 136 119 11 FALSE 0.14
colorectal cancer KRAS_12 PRKAR1A Any deletion 1208 100 0.43 0.02 0.81 1374.05 1.00 2806 1168 60 40 TRUE 1.44
ovarian cancer KRAS_12 PRKAR1A Any deletion 147 72 -0.27 -1.23 0.52 1338.70 1.00 1409 142 67 5 TRUE 0.26
colorectal cancer KRAS_12 RAD51C Any deletion 977 53 0.09 -0.50 0.69 1156.72 1.00 2251 960 36 17 TRUE 0.12
colorectal cancer KRAS_12 RAD51 Any deletion 977 116 -0.36 -0.83 0.06 1379.42 1.00 2198 950 89 27 FALSE 0.96
non-small cell lung cancer KRAS_12 RAD51 Any deletion 1193 118 0.05 -0.37 0.44 1354.64 1.00 3457 1161 86 32 FALSE 0.10
ovarian cancer KRAS_12 RAD51 Any deletion 94 65 -0.62 -1.70 0.21 1411.49 1.00 890 91 62 3 FALSE 0.69
colorectal cancer KRAS_12 RAF1 Any deletion 1209 83 0.31 -0.13 0.75 1484.00 1.00 2816 1177 51 32 TRUE 0.80
cancer of unknown primary KRAS_12 RAF1 Any deletion 230 107 -0.60 -1.24 -0.01 1335.75 1.00 1093 219 96 11 TRUE 1.24
non-small cell lung cancer KRAS_12 RAF1 Any deletion 1660 302 -0.42 -0.72 -0.13 1456.72 1.00 4549 1603 245 57 TRUE 2.27
pancreatic cancer KRAS_12 RAF1 Any deletion 1438 56 -0.98 -1.52 -0.48 1223.42 1.00 635 1413 31 25 TRUE 3.62
ovarian cancer KRAS_12 RAF1 Any deletion 147 66 -1.40 -2.90 -0.31 1474.55 1.00 1411 146 65 1 TRUE 1.44
colorectal cancer KRAS_12 RARA Any deletion 1208 92 0.31 -0.12 0.73 1304.04 1.00 2809 1173 57 35 FALSE 0.82
uterine cancer KRAS_12 RARA Any deletion 226 59 -1.41 -2.73 -0.25 1717.25 1.00 1561 224 57 2 FALSE 1.60
ovarian cancer KRAS_12 RARA Any deletion 147 174 -2.06 -3.46 -1.01 1422.06 1.00 1304 145 172 2 FALSE 2.97
colorectal cancer KRAS_12 RHOA Any deletion 863 53 0.19 -0.36 0.72 1513.32 1.00 2028 844 34 19 FALSE 0.31
cancer of unknown primary KRAS_12 RHOA Any deletion 169 87 -0.49 -1.15 0.14 1519.20 1.00 833 160 78 9 FALSE 0.85
non-small cell lung cancer KRAS_12 RHOA Any deletion 1148 140 -0.06 -0.46 0.31 1483.74 1.00 3266 1113 105 35 FALSE 0.11
pancreatic cancer KRAS_12 RHOA Any deletion 1222 51 -0.54 -1.09 -0.02 1417.35 1.00 499 1193 22 29 FALSE 1.32
colorectal cancer KRAS_12 RUNX1 Any deletion 1208 112 -0.29 -0.70 0.13 1330.67 1.00 2780 1182 86 26 TRUE 0.76
non-small cell lung cancer KRAS_12 RUNX1 Any deletion 1660 99 -0.05 -0.49 0.37 1552.66 1.00 4713 1634 73 26 TRUE 0.09
colorectal cancer KRAS_12 SDHAF2 Any deletion 1094 75 0.24 -0.23 0.72 1599.86 1.00 2593 1067 48 27 TRUE 0.50
non-small cell lung cancer KRAS_12 SDHAF2 Any deletion 1615 56 -0.73 -1.48 -0.09 1478.63 1.00 4565 1608 49 7 TRUE 1.36
colorectal cancer KRAS_12 SDHB Any deletion 1188 266 0.19 -0.08 0.45 1511.23 1.00 2642 1099 177 89 FALSE 0.79
cancer of unknown primary KRAS_12 SDHB Any deletion 229 79 -0.19 -0.80 0.38 1355.97 1.00 1111 218 68 11 FALSE 0.26
non-small cell lung cancer KRAS_12 SDHB Any deletion 1652 148 0.42 0.08 0.78 1389.65 1.00 4660 1600 96 52 FALSE 1.81
pancreatic cancer KRAS_12 SDHB Any deletion 1428 80 -0.52 -0.96 -0.10 1468.23 1.00 624 1384 36 44 FALSE 1.69
uterine cancer KRAS_12 SDHB Any deletion 226 64 -0.16 -0.94 0.53 1504.14 1.00 1548 219 57 7 FALSE 0.17
ovarian cancer KRAS_12 SDHB Any deletion 144 117 0.78 0.29 1.24 1483.97 1.00 1350 123 96 21 FALSE 2.68
colorectal cancer KRAS_12 SDHD Any deletion 1188 113 0.18 -0.19 0.54 1482.87 1.00 2746 1148 73 40 FALSE 0.46
cancer of unknown primary KRAS_12 SDHD Any deletion 229 100 -0.51 -1.10 0.03 1382.85 1.00 1089 219 90 10 FALSE 1.12
non-small cell lung cancer KRAS_12 SDHD Any deletion 1652 145 -0.24 -0.64 0.12 1452.51 1.00 4643 1620 113 32 FALSE 0.67
uterine cancer KRAS_12 SDHD Any deletion 226 71 -0.77 -1.68 0.00 1695.54 1.00 1537 223 68 3 FALSE 1.21
ovarian cancer KRAS_12 SDHD Any deletion 144 84 0.03 -0.67 0.66 1539.86 1.00 1371 135 75 9 FALSE 0.04
colorectal cancer KRAS_12 SMARCB1 Any deletion 1213 217 0.51 0.24 0.79 1541.99 1.00 2752 1124 128 89 TRUE 3.37
cancer of unknown primary KRAS_12 SMARCB1 Any deletion 230 78 -0.31 -0.98 0.27 1210.93 1.00 1121 220 68 10 TRUE 0.49
non-small cell lung cancer KRAS_12 SMARCB1 Any deletion 1684 118 0.23 -0.18 0.60 1357.96 1.00 4756 1647 81 37 TRUE 0.61
pancreatic cancer KRAS_12 SMARCB1 Any deletion 1438 63 -0.42 -0.92 0.05 1599.64 1.00 640 1401 26 37 TRUE 1.05
uterine cancer KRAS_12 SMARCB1 Any deletion 226 77 -0.82 -1.77 -0.03 1486.98 1.00 1546 222 73 4 TRUE 1.21
ovarian cancer KRAS_12 SMARCB1 Any deletion 147 165 -0.68 -1.40 -0.01 1527.57 1.00 1319 139 157 8 TRUE 1.31
colorectal cancer KRAS_12 SRSF2 Any deletion 1036 88 0.32 -0.14 0.76 1257.35 1.00 2435 1003 55 33 FALSE 0.80
ovarian cancer KRAS_12 SRSF2 Any deletion 127 72 -1.70 -3.73 -0.29 1499.25 1.00 1237 126 71 1 FALSE 1.28
colorectal cancer KRAS_12 STAT3 Any deletion 1131 88 0.31 -0.12 0.70 1510.23 1.00 2615 1097 54 34 FALSE 0.81
uterine cancer KRAS_12 STAT3 Any deletion 214 67 -1.16 -2.38 -0.21 1308.05 1.00 1436 211 64 3 FALSE 1.44
ovarian cancer KRAS_12 STAT3 Any deletion 135 160 -1.60 -2.71 -0.66 1384.21 1.00 1205 132 157 3 FALSE 2.61
colorectal cancer KRAS_12 SUFU Any deletion 1208 169 0.09 -0.23 0.40 1247.94 1.00 2753 1152 113 56 TRUE 0.23
cancer of unknown primary KRAS_12 SUFU Any deletion 229 74 -0.66 -1.40 -0.02 1274.21 1.00 1119 222 67 7 TRUE 1.22
non-small cell lung cancer KRAS_12 SUFU Any deletion 1660 187 -0.73 -1.13 -0.34 1463.12 1.00 4626 1633 160 27 TRUE 3.62
uterine cancer KRAS_12 SUFU Any deletion 226 57 -1.14 -2.22 -0.26 1412.18 1.00 1560 225 56 1 TRUE 1.68
ovarian cancer KRAS_12 SUFU Any deletion 147 80 -0.83 -1.72 -0.08 1451.93 1.00 1399 144 77 3 TRUE 1.34
colorectal cancer KRAS_12 SUZ12 Any deletion 1094 91 0.39 -0.06 0.83 1504.80 1.00 2586 1058 55 36 FALSE 1.12
uterine cancer KRAS_12 SUZ12 Any deletion 222 58 -1.42 -2.75 -0.32 1501.70 1.00 1524 220 56 2 FALSE 1.57
ovarian cancer KRAS_12 SUZ12 Any deletion 136 176 -2.03 -3.46 -0.99 1515.97 1.00 1218 134 174 2 FALSE 2.85
colorectal cancer KRAS_12 TMPRSS2 Any deletion 1167 113 -0.32 -0.74 0.09 1581.46 1.00 2657 1140 86 27 FALSE 0.84
non-small cell lung cancer KRAS_12 TMPRSS2 Any deletion 1540 82 -0.19 -0.71 0.29 1434.43 1.00 4339 1521 63 19 FALSE 0.33
pancreatic cancer KRAS_12 TMPRSS2 Any deletion 1413 61 -0.21 -0.71 0.29 1511.27 1.00 623 1374 22 39 FALSE 0.39
ovarian cancer KRAS_12 TMPRSS2 Any deletion 126 56 -0.33 -1.30 0.50 1412.05 1.00 1225 122 52 4 FALSE 0.31
colorectal cancer KRAS_12 VHL Any deletion 1212 85 0.28 -0.17 0.72 1450.65 1.00 2826 1180 53 32 TRUE 0.68
cancer of unknown primary KRAS_12 VHL Any deletion 230 107 -0.60 -1.25 -0.01 1459.17 1.00 1091 219 96 11 TRUE 1.22
non-small cell lung cancer KRAS_12 VHL Any deletion 1684 307 -0.37 -0.64 -0.08 1412.51 1.00 4583 1623 246 61 TRUE 1.95
pancreatic cancer KRAS_12 VHL Any deletion 1433 53 -0.95 -1.45 -0.41 1425.79 1.00 636 1409 29 24 TRUE 3.29
ovarian cancer KRAS_12 VHL Any deletion 147 66 -1.39 -2.84 -0.28 1614.38 1.00 1411 146 65 1 TRUE 1.54
colorectal cancer KRAS_12 YAP1 Any deletion 862 52 -0.05 -0.66 0.50 1390.23 1.00 2025 846 36 16 FALSE 0.06
cancer of unknown primary KRAS_12 YAP1 Any deletion 168 58 -0.60 -1.51 0.12 1599.03 1.00 854 163 53 5 FALSE 0.82
non-small cell lung cancer KRAS_12 YAP1 Any deletion 1148 53 -0.33 -0.94 0.27 1316.18 1.00 3321 1137 42 11 FALSE 0.53
colorectal cancer KRAS_12 CTNNA1 Any deletion 319 92 -0.81 -1.30 -0.37 1421.19 1.00 628 305 78 14 FALSE 3.29
non-small cell lung cancer KRAS_12 CTNNA1 Any deletion 278 86 -0.69 -1.15 -0.24 1406.04 1.01 647 261 69 17 FALSE 2.48
colorectal cancer KRAS_12 ETV4 Any deletion 551 80 0.08 -0.40 0.55 1488.91 1.00 1233 524 53 27 FALSE 0.13
uterine cancer KRAS_12 ETV4 Any deletion 94 52 -2.62 -5.65 -0.84 1774.08 1.00 641 94 52 0 FALSE 1.49
ovarian cancer KRAS_12 ETV4 Any deletion 86 124 -1.92 -3.29 -0.86 1477.43 1.00 709 84 122 2 FALSE 2.47
colorectal cancer KRAS_12 EWSR1 Any deletion 551 214 0.46 0.17 0.75 1308.09 1.00 1157 466 129 85 TRUE 2.69
cancer of unknown primary KRAS_12 EWSR1 Any deletion 95 63 -0.13 -0.81 0.54 1408.62 1.00 499 86 54 9 TRUE 0.15
non-small cell lung cancer KRAS_12 EWSR1 Any deletion 745 136 0.05 -0.32 0.39 1544.85 1.00 1871 705 96 40 TRUE 0.11
pancreatic cancer KRAS_12 EWSR1 Any deletion 390 61 -0.09 -0.59 0.41 1298.18 1.00 207 353 24 37 TRUE 0.13
uterine cancer KRAS_12 EWSR1 Any deletion 94 78 -1.02 -2.01 -0.18 1348.09 1.00 618 91 75 3 TRUE 1.53
ovarian cancer KRAS_12 EWSR1 Any deletion 86 168 -0.77 -1.47 -0.14 1400.74 1.00 671 78 160 8 TRUE 1.63
colorectal cancer KRAS_12 FANCD2 Any deletion 552 88 0.27 -0.17 0.71 1503.25 1.00 1232 519 55 33 TRUE 0.62
cancer of unknown primary KRAS_12 FANCD2 Any deletion 95 102 -0.35 -0.98 0.25 1154.98 1.00 464 83 90 12 TRUE 0.58
non-small cell lung cancer KRAS_12 FANCD2 Any deletion 745 300 -0.51 -0.81 -0.22 1600.33 1.00 1733 687 242 58 TRUE 3.10
pancreatic cancer KRAS_12 FANCD2 Any deletion 395 54 -0.62 -1.14 -0.11 1543.15 1.00 203 369 28 26 TRUE 1.71
ovarian cancer KRAS_12 FANCD2 Any deletion 86 66 -1.33 -2.72 -0.25 1417.70 1.00 766 85 65 1 TRUE 1.44
colorectal cancer KRAS_12 FANCI Any deletion 320 84 -0.22 -0.72 0.21 1220.35 1.00 644 299 63 21 TRUE 0.45
non-small cell lung cancer KRAS_12 FANCI Any deletion 278 62 -0.10 -0.57 0.37 1431.17 1.00 680 260 44 18 TRUE 0.17
colorectal cancer KRAS_12 FANCM Any deletion 319 107 -0.50 -1.00 -0.03 1420.55 1.00 623 295 83 24 TRUE 1.41
colorectal cancer KRAS_12 KAT6A Any deletion 319 89 -0.41 -0.83 0.03 1417.23 1.00 640 296 66 23 FALSE 1.22
non-small cell lung cancer KRAS_12 KAT6A Any deletion 278 112 -0.50 -0.96 -0.13 1516.82 1.00 625 257 91 21 FALSE 1.71
colorectal cancer KRAS_12 MYCL Any deletion 1209 163 0.17 -0.16 0.52 1393.44 1.00 2758 1155 109 54 FALSE 0.48
non-small cell lung cancer KRAS_12 MYCL Any deletion 1660 111 0.63 0.26 1.00 1422.92 1.00 4727 1616 67 44 FALSE 3.06
pancreatic cancer KRAS_12 MYCL Any deletion 1438 59 -0.87 -1.41 -0.34 1556.61 1.00 634 1411 32 27 FALSE 2.88
ovarian cancer KRAS_12 MYCL Any deletion 147 53 1.43 0.78 2.05 1529.36 1.00 1439 131 37 16 FALSE 5.34
colorectal cancer KRAS_12 RPA1 Any deletion 319 292 -0.27 -0.57 0.03 1653.29 1.00 492 241 214 78 FALSE 1.10
non-small cell lung cancer KRAS_12 RPA1 Any deletion 278 164 0.31 -0.06 0.65 1569.16 1.00 607 223 109 55 FALSE 1.07
pancreatic cancer KRAS_12 RPA1 Any deletion 224 85 1.05 0.54 1.62 1541.10 1.00 109 154 15 70 FALSE 3.91
colorectal cancer KRAS_12 XRCC3 Any deletion 319 104 -0.53 -1.05 -0.04 1506.49 1.00 625 296 81 23 FALSE 1.52
colorectal cancer KRAS_12 FAS Any deletion 531 196 0.01 -0.33 0.34 1401.26 1.00 1105 469 134 62 FALSE 0.03
cancer of unknown primary KRAS_12 FAS Any deletion 95 70 -0.69 -1.42 -0.01 1440.33 1.00 481 89 64 6 FALSE 1.27
non-small cell lung cancer KRAS_12 FAS Any deletion 737 178 -0.82 -1.24 -0.44 1382.92 1.00 1785 711 152 26 FALSE 4.36
uterine cancer KRAS_12 FAS Any deletion 94 53 -0.96 -1.95 -0.17 1416.64 1.00 629 92 51 2 FALSE 1.47
ovarian cancer KRAS_12 FAS Any deletion 83 78 -0.87 -1.75 -0.10 1678.77 1.00 726 80 75 3 FALSE 1.40
colorectal cancer KRAS_12 GATA4 Any deletion 531 602 -0.27 -0.48 -0.05 1429.70 1.00 796 372 443 159 FALSE 1.74
cancer of unknown primary KRAS_12 GATA4 Any deletion 95 117 -0.20 -0.81 0.35 1533.49 1.00 442 79 101 16 FALSE 0.31
non-small cell lung cancer KRAS_12 GATA4 Any deletion 737 481 -0.35 -0.57 -0.13 1575.20 1.00 1563 630 374 107 FALSE 2.55
pancreatic cancer KRAS_12 GATA4 Any deletion 385 84 0.45 0.00 0.98 1581.46 1.00 204 323 22 62 FALSE 1.15
uterine cancer KRAS_12 GATA4 Any deletion 94 95 -1.10 -2.02 -0.33 1627.85 1.00 584 90 91 4 FALSE 2.02
ovarian cancer KRAS_12 GATA4 Any deletion 83 238 -1.21 -1.89 -0.61 1316.98 1.00 571 75 230 8 FALSE 3.67
colorectal cancer KRAS_12 GATA6 Any deletion 531 521 0.08 -0.14 0.29 1485.00 1.00 880 369 359 162 FALSE 0.31
cancer of unknown primary KRAS_12 GATA6 Any deletion 95 56 -0.87 -1.81 -0.05 1501.35 1.00 490 92 53 3 FALSE 1.25
non-small cell lung cancer KRAS_12 GATA6 Any deletion 737 216 -0.40 -0.73 -0.09 1414.07 1.00 1766 692 171 45 FALSE 1.84
ovarian cancer KRAS_12 GATA6 Any deletion 83 88 0.18 -0.54 0.81 1472.19 1.00 724 72 77 11 FALSE 0.22
colorectal cancer KRAS_12 PDCD1LG2 Any deletion 868 82 -0.50 -1.03 0.01 1511.21 1.00 1969 851 65 17 FALSE 1.20
cancer of unknown primary KRAS_12 PDCD1LG2 Any deletion 195 114 0.20 -0.28 0.66 1521.27 1.00 933 173 92 22 FALSE 0.39
non-small cell lung cancer KRAS_12 PDCD1LG2 Any deletion 1213 329 -0.31 -0.59 -0.03 1287.83 1.00 3104 1143 259 70 FALSE 1.57
pancreatic cancer KRAS_12 PDCD1LG2 Any deletion 1015 99 0.34 -0.09 0.81 1240.61 1.00 439 940 24 75 FALSE 0.87
uterine cancer KRAS_12 PDCD1LG2 Any deletion 182 63 -0.48 -1.34 0.32 1471.80 1.00 1218 177 58 5 FALSE 0.62
ovarian cancer KRAS_12 PDCD1LG2 Any deletion 120 115 -0.09 -0.81 0.50 1449.61 1.00 1119 110 105 10 FALSE 0.10
colorectal cancer KRAS_12 PPARG Any deletion 828 69 0.24 -0.24 0.72 1494.83 1.00 1869 802 43 26 FALSE 0.49
cancer of unknown primary KRAS_12 PPARG Any deletion 190 104 -0.58 -1.24 0.04 1326.54 1.00 878 179 93 11 FALSE 1.14
non-small cell lung cancer KRAS_12 PPARG Any deletion 1093 251 -0.42 -0.74 -0.10 1315.25 1.00 2786 1043 201 50 FALSE 2.11
pancreatic cancer KRAS_12 PPARG Any deletion 1000 51 -1.07 -1.64 -0.52 1520.62 1.00 415 978 29 22 FALSE 3.86
ovarian cancer KRAS_12 PPARG Any deletion 99 61 -0.97 -2.20 0.02 1605.28 1.00 966 97 59 2 FALSE 1.05
colorectal cancer KRAS_12 QKI Any deletion 490 67 0.05 -0.44 0.54 1466.35 1.00 1071 468 45 22 FALSE 0.07
cancer of unknown primary KRAS_12 QKI Any deletion 90 71 -0.54 -1.39 0.16 1471.69 1.00 426 83 64 7 FALSE 0.80
non-small cell lung cancer KRAS_12 QKI Any deletion 617 217 0.12 -0.19 0.41 1467.82 1.00 1403 550 150 67 FALSE 0.34
pancreatic cancer KRAS_12 QKI Any deletion 365 85 0.24 -0.22 0.73 1644.78 1.00 179 307 27 58 FALSE 0.50
ovarian cancer KRAS_12 QKI Any deletion 62 136 -0.44 -1.15 0.19 1512.88 1.00 475 53 127 9 FALSE 0.70
colorectal cancer KRAS_12 TP53BP1 Any deletion 636 110 -0.36 -0.80 0.07 1347.74 1.00 1370 610 84 26 FALSE 0.99
non-small cell lung cancer KRAS_12 TP53BP1 Any deletion 746 113 0.10 -0.32 0.52 1558.63 1.00 2032 713 80 33 FALSE 0.20
ovarian cancer KRAS_12 TP53BP1 Any deletion 67 66 -0.64 -1.65 0.20 1568.84 1.00 637 64 63 3 FALSE 0.76
colorectal cancer KRAS_12 ZNRF3 Any deletion 340 103 0.35 -0.06 0.75 1516.37 1.00 718 301 64 39 FALSE 1.05
non-small cell lung cancer KRAS_12 ZNRF3 Any deletion 390 56 0.26 -0.29 0.81 1537.49 1.00 1033 371 37 19 FALSE 0.45
ovarian cancer KRAS_12 ZNRF3 Any deletion 51 57 -0.78 -2.08 0.15 1396.02 1.00 421 49 55 2 FALSE 0.76
colorectal cancer KRAS_12 BCL2L12 Any deletion 437 56 0.05 -0.50 0.58 1504.96 1.00 1023 419 38 18 FALSE 0.06
non-small cell lung cancer KRAS_12 BCL2L12 Any deletion 700 160 -0.52 -0.92 -0.17 1428.65 1.00 1665 670 130 30 FALSE 2.13
ovarian cancer KRAS_12 BCL2L12 Any deletion 75 85 -0.20 -0.94 0.53 1328.79 1.00 669 68 78 7 FALSE 0.23
colorectal cancer KRAS_12 BUB1B Any deletion 437 212 -0.25 -0.56 0.08 1122.17 1.00 903 383 158 54 TRUE 0.90
cancer of unknown primary KRAS_12 BUB1B Any deletion 86 58 -0.66 -1.42 -0.01 1631.79 1.00 448 81 53 5 TRUE 1.20
non-small cell lung cancer KRAS_12 BUB1B Any deletion 700 227 -0.31 -0.64 -0.03 1406.17 1.00 1621 647 174 53 TRUE 1.36
uterine cancer KRAS_12 BUB1B Any deletion 90 76 -0.82 -1.58 -0.14 1399.69 1.00 578 86 72 4 TRUE 1.57
ovarian cancer KRAS_12 BUB1B Any deletion 75 120 -0.92 -1.69 -0.23 1382.83 1.00 631 71 116 4 TRUE 1.90
colorectal cancer KRAS_12 CD58 Any deletion 232 68 0.49 0.04 0.91 1527.26 1.00 539 205 41 27 FALSE 1.55
non-small cell lung cancer KRAS_12 CD58 Any deletion 467 90 0.24 -0.19 0.65 1478.20 1.00 1189 439 62 28 FALSE 0.60
colorectal cancer KRAS_12 CIITA Any deletion 437 65 0.00 -0.53 0.53 1531.96 1.00 1016 417 45 20 FALSE 0.00
non-small cell lung cancer KRAS_12 CIITA Any deletion 700 61 -0.80 -1.48 -0.17 1507.33 1.00 1743 691 52 9 FALSE 1.73
ovarian cancer KRAS_12 CIITA Any deletion 75 85 -0.56 -1.44 0.22 1624.85 1.00 667 70 80 5 FALSE 0.74
colorectal cancer KRAS_12 GSTM5 Any deletion 232 94 0.44 0.03 0.85 1616.09 1.00 521 197 59 35 FALSE 1.49
non-small cell lung cancer KRAS_12 GSTM5 Any deletion 467 108 0.23 -0.16 0.60 1613.80 1.00 1177 433 74 34 FALSE 0.59
colorectal cancer KRAS_12 KDM6B Any deletion 232 306 0.34 0.04 0.64 1325.12 1.00 375 131 205 101 FALSE 1.54
non-small cell lung cancer KRAS_12 KDM6B Any deletion 467 291 -0.55 -0.85 -0.26 1391.50 1.00 1015 412 236 55 FALSE 3.41
pancreatic cancer KRAS_12 KDM6B Any deletion 166 57 1.08 0.44 1.78 1477.04 1.00 96 119 10 47 FALSE 2.92
uterine cancer KRAS_12 KDM6B Any deletion 65 76 -0.92 -1.86 -0.13 1534.89 1.00 368 61 72 4 FALSE 1.41
ovarian cancer KRAS_12 KDM6B Any deletion 53 148 -0.81 -1.61 -0.13 1468.39 1.00 383 46 141 7 FALSE 1.50
colorectal cancer KRAS_12 PRAME Any deletion 232 118 0.72 0.34 1.14 1374.94 1.00 513 181 67 51 FALSE 3.46
non-small cell lung cancer KRAS_12 PRAME Any deletion 467 60 0.06 -0.46 0.60 1440.40 1.00 1209 449 42 18 FALSE 0.09
uterine cancer KRAS_12 PRAME Any deletion 65 52 -0.49 -1.42 0.31 1462.85 1.00 392 61 48 4 FALSE 0.58
ovarian cancer KRAS_12 PRAME Any deletion 53 103 -0.47 -1.30 0.26 1480.68 1.00 427 47 97 6 FALSE 0.63
colorectal cancer KRAS_12 PRF1 Any deletion 437 116 -0.10 -0.48 0.32 1524.54 1.00 979 403 82 34 FALSE 0.19
cancer of unknown primary KRAS_12 PRF1 Any deletion 86 51 -0.49 -1.23 0.17 1433.87 1.00 455 81 46 5 FALSE 0.79
non-small cell lung cancer KRAS_12 PRF1 Any deletion 700 142 -0.77 -1.25 -0.33 1379.80 1.01 1674 679 121 21 FALSE 3.07
colorectal cancer KRAS_12 PRKCZ Any deletion 232 101 0.11 -0.36 0.54 1409.37 1.00 509 202 71 30 FALSE 0.20
non-small cell lung cancer KRAS_12 PRKCZ Any deletion 467 95 0.31 -0.14 0.73 1383.12 1.00 1188 435 63 32 FALSE 0.83
ovarian cancer KRAS_12 PRKCZ Any deletion 53 62 0.82 0.14 1.49 1588.11 1.00 474 41 50 12 FALSE 1.79
colorectal cancer KRAS_12 PRPF8 Any deletion 232 259 0.29 -0.01 0.60 1489.06 1.00 407 146 173 86 FALSE 1.19
non-small cell lung cancer KRAS_12 PRPF8 Any deletion 467 260 -0.50 -0.82 -0.19 1404.70 1.00 1042 416 209 51 FALSE 2.66
uterine cancer KRAS_12 PRPF8 Any deletion 65 65 -0.97 -1.90 -0.14 1496.46 1.00 378 62 62 3 FALSE 1.50
ovarian cancer KRAS_12 PRPF8 Any deletion 53 134 -0.97 -1.80 -0.28 1315.74 1.00 395 48 129 5 FALSE 1.93
colorectal cancer KRAS_12 RPL26 Any deletion 232 270 0.34 0.04 0.65 1318.73 1.00 401 141 179 91 FALSE 1.54
non-small cell lung cancer KRAS_12 RPL26 Any deletion 467 251 -0.53 -0.86 -0.20 1492.63 1.00 1048 419 203 48 FALSE 2.76
uterine cancer KRAS_12 RPL26 Any deletion 65 61 -0.89 -1.90 -0.06 1523.84 1.00 382 62 58 3 FALSE 1.30
ovarian cancer KRAS_12 RPL26 Any deletion 53 135 -0.71 -1.45 -0.05 1528.67 1.00 396 46 128 7 FALSE 1.31
colorectal cancer KRAS_12 SETBP1 Any deletion 476 732 0.25 0.04 0.45 1545.36 1.00 637 239 495 237 FALSE 1.72
cancer of unknown primary KRAS_12 SETBP1 Any deletion 87 111 0.19 -0.36 0.71 1678.30 1.00 419 68 92 19 FALSE 0.31
non-small cell lung cancer KRAS_12 SETBP1 Any deletion 717 348 -0.42 -0.68 -0.15 1325.02 1.00 1584 644 275 73 FALSE 2.63
pancreatic cancer KRAS_12 SETBP1 Any deletion 347 157 0.69 0.28 1.10 1445.15 1.00 159 230 40 117 FALSE 3.11
uterine cancer KRAS_12 SETBP1 Any deletion 91 52 -0.12 -0.89 0.66 1407.87 1.00 611 85 46 6 FALSE 0.11
ovarian cancer KRAS_12 SETBP1 Any deletion 79 151 -0.25 -0.90 0.33 1648.60 1.00 612 67 139 12 FALSE 0.37
colorectal cancer KRAS_12 SMC3 Any deletion 437 148 0.26 -0.12 0.62 1478.98 1.00 966 384 95 53 FALSE 0.81
cancer of unknown primary KRAS_12 SMC3 Any deletion 86 72 -0.39 -1.12 0.26 1391.89 1.00 439 78 64 8 FALSE 0.59
non-small cell lung cancer KRAS_12 SMC3 Any deletion 700 181 -0.88 -1.29 -0.47 1518.93 1.00 1639 675 156 25 FALSE 4.70
ovarian cancer KRAS_12 SMC3 Any deletion 75 63 -0.65 -1.59 0.12 1494.87 1.00 687 72 60 3 FALSE 0.86
colorectal cancer KRAS_12 WRN Any deletion 437 585 -0.29 -0.53 -0.06 1591.57 1.00 625 288 436 149 TRUE 1.83
cancer of unknown primary KRAS_12 WRN Any deletion 86 117 -0.01 -0.57 0.55 1451.15 1.00 402 68 99 18 TRUE 0.02
non-small cell lung cancer KRAS_12 WRN Any deletion 700 510 -0.34 -0.57 -0.12 1421.82 1.00 1402 583 393 117 TRUE 2.47
pancreatic cancer KRAS_12 WRN Any deletion 340 107 0.64 0.20 1.11 1587.66 1.00 168 258 25 82 TRUE 2.29
uterine cancer KRAS_12 WRN Any deletion 90 102 -1.16 -2.04 -0.40 1341.61 1.00 552 86 98 4 TRUE 2.22
ovarian cancer KRAS_12 WRN Any deletion 75 232 -1.05 -1.74 -0.44 1577.84 1.00 524 66 223 9 TRUE 2.81
colorectal cancer KRAS_12 XPC Any deletion 437 83 0.36 -0.10 0.81 1490.59 1.00 1010 405 51 32 TRUE 0.89
cancer of unknown primary KRAS_12 XPC Any deletion 86 106 -0.40 -1.04 0.16 1464.16 1.00 407 74 94 12 TRUE 0.72
non-small cell lung cancer KRAS_12 XPC Any deletion 700 304 -0.57 -0.85 -0.28 1323.18 1.00 1549 642 246 58 TRUE 3.97
pancreatic cancer KRAS_12 XPC Any deletion 340 56 -0.75 -1.27 -0.20 1455.63 1.00 162 314 30 26 TRUE 2.22
ovarian cancer KRAS_12 XPC Any deletion 75 68 -1.40 -2.92 -0.35 1495.03 1.00 680 74 67 1 TRUE 1.48
colorectal cancer KRAS_12 DEPDC5 Any deletion 191 92 0.64 0.20 1.08 1763.72 1.00 404 152 53 39 FALSE 2.33
non-small cell lung cancer KRAS_12 DEPDC5 Any deletion 347 74 0.10 -0.40 0.56 1449.18 1.01 815 325 52 22 FALSE 0.17
colorectal cancer KRAS_12 SS18 Any deletion 396 625 0.27 0.03 0.51 1565.54 1.00 517 192 421 204 FALSE 1.61
cancer of unknown primary KRAS_12 SS18 Any deletion 81 81 0.03 -0.58 0.61 1482.09 1.00 381 68 68 13 FALSE 0.04
non-small cell lung cancer KRAS_12 SS18 Any deletion 580 236 -0.48 -0.80 -0.16 1493.85 1.00 1224 531 187 49 FALSE 2.46
pancreatic cancer KRAS_12 SS18 Any deletion 320 110 0.50 0.06 0.96 1511.91 1.00 143 239 29 81 FALSE 1.56
ovarian cancer KRAS_12 SS18 Any deletion 54 82 0.16 -0.59 0.88 1393.72 1.00 475 45 73 9 FALSE 0.19
colorectal cancer KRAS_12 BCL11B Any deletion 205 106 -0.46 -0.94 0.04 1628.76 1.00 399 181 82 24 FALSE 1.20
colorectal cancer KRAS_12 COL7A1 Any deletion 205 54 0.14 -0.44 0.74 1373.58 1.00 446 186 35 19 FALSE 0.20
non-small cell lung cancer KRAS_12 COL7A1 Any deletion 233 137 -0.22 -0.64 0.19 1444.11 1.00 442 198 102 35 FALSE 0.53
colorectal cancer KRAS_12 DMC1 Any deletion 205 114 0.40 -0.03 0.80 1504.82 1.00 409 163 72 42 FALSE 1.18
non-small cell lung cancer KRAS_12 DMC1 Any deletion 233 54 0.44 -0.11 0.99 1308.26 1.00 512 211 32 22 FALSE 0.98
colorectal cancer KRAS_12 ERCC6 Any deletion 205 58 -0.50 -1.04 0.10 1437.67 1.00 438 190 43 15 FALSE 1.08
non-small cell lung cancer KRAS_12 ERCC6 Any deletion 233 57 -0.72 -1.33 -0.19 1008.18 1.00 495 225 49 8 FALSE 1.82
colorectal cancer KRAS_12 FAH Any deletion 205 97 -0.24 -0.71 0.16 1495.15 1.00 408 181 73 24 FALSE 0.55
non-small cell lung cancer KRAS_12 FAH Any deletion 233 68 -0.14 -0.60 0.37 1485.70 1.00 496 213 48 20 FALSE 0.24
colorectal cancer KRAS_12 FAN1 Any deletion 205 111 -0.30 -0.68 0.07 784.36 1.00 396 179 85 26 FALSE 0.94
non-small cell lung cancer KRAS_12 FAN1 Any deletion 233 113 -0.24 -0.61 0.12 428.75 1.01 462 202 82 31 FALSE 0.72
colorectal cancer KRAS_12 HABP2 Any deletion 205 74 -0.23 -0.78 0.33 803.50 1.00 429 183 52 22 FALSE 0.37
non-small cell lung cancer KRAS_12 HABP2 Any deletion 233 71 -0.86 -1.64 -0.25 972.98 1.00 482 224 62 9 FALSE 1.77
colorectal cancer KRAS_12 HELQ Any deletion 205 132 -0.15 -0.57 0.25 1469.79 1.00 386 168 95 37 FALSE 0.33
non-small cell lung cancer KRAS_12 HELQ Any deletion 233 61 -0.79 -1.45 -0.19 1604.18 1.00 493 223 51 10 FALSE 1.81
colorectal cancer KRAS_12 ITK Any deletion 205 91 -0.85 -1.37 -0.42 1286.79 1.00 404 191 77 14 FALSE 3.27
non-small cell lung cancer KRAS_12 ITK Any deletion 233 76 -0.74 -1.24 -0.23 1332.09 1.00 483 218 61 15 FALSE 2.46
colorectal cancer KRAS_12 KAT6B Any deletion 205 63 -0.57 -1.18 0.08 1257.81 1.00 434 189 47 16 FALSE 1.18
non-small cell lung cancer KRAS_12 KAT6B Any deletion 233 66 -0.97 -1.75 -0.40 1163.90 1.00 485 226 59 7 FALSE 2.24
colorectal cancer KRAS_12 KIF1B Any deletion 205 132 0.57 0.19 0.97 1387.08 1.00 402 152 79 53 FALSE 2.38
non-small cell lung cancer KRAS_12 KIF1B Any deletion 233 61 0.36 -0.14 0.88 1392.76 1.00 506 210 38 23 FALSE 0.78
colorectal cancer KRAS_12 KLLN Any deletion 205 97 0.06 -0.42 0.55 1279.28 1.00 416 173 65 32 FALSE 0.09
non-small cell lung cancer KRAS_12 KLLN Any deletion 233 79 -0.97 -1.68 -0.37 1361.04 1.00 475 223 69 10 FALSE 2.37
colorectal cancer KRAS_12 MCM8 Any deletion 205 67 0.17 -0.30 0.64 1384.09 1.00 438 181 43 24 FALSE 0.30
non-small cell lung cancer KRAS_12 MCM8 Any deletion 233 56 -0.09 -0.64 0.40 1241.09 1.00 502 219 42 14 FALSE 0.13
colorectal cancer KRAS_12 MLH3 Any deletion 205 108 -0.17 -0.62 0.28 1405.48 1.00 401 177 80 28 FALSE 0.34
non-small cell lung cancer KRAS_12 MLH3 Any deletion 233 52 0.29 -0.26 0.85 1239.64 1.00 512 213 32 20 FALSE 0.50
colorectal cancer KRAS_12 MTA1 Any deletion 205 101 -0.38 -0.88 0.11 1215.71 1.00 404 181 77 24 FALSE 0.88
colorectal cancer KRAS_12 MTAP Any deletion 244 51 -0.51 -1.15 0.10 1596.44 1.00 512 233 40 11 FALSE 0.93
non-small cell lung cancer KRAS_12 MTAP Any deletion 250 206 -0.38 -0.74 -0.03 1384.78 1.00 450 202 158 48 FALSE 1.45
pancreatic cancer KRAS_12 MTAP Any deletion 181 102 0.62 0.10 1.15 1513.45 1.00 67 105 26 76 FALSE 1.73
colorectal cancer KRAS_12 NEIL1 Any deletion 205 100 -0.26 -0.74 0.18 1543.67 1.00 405 181 76 24 FALSE 0.58
non-small cell lung cancer KRAS_12 NEIL1 Any deletion 233 72 -0.09 -0.55 0.41 1153.25 1.00 494 211 50 22 FALSE 0.15
colorectal cancer KRAS_12 NEIL2 Any deletion 205 327 -0.23 -0.56 0.10 1571.27 1.00 243 116 238 89 FALSE 0.79
non-small cell lung cancer KRAS_12 NEIL2 Any deletion 233 200 -0.46 -0.82 -0.11 1494.37 1.00 390 187 154 46 FALSE 1.88
pancreatic cancer KRAS_12 NEIL2 Any deletion 174 59 0.34 -0.21 0.98 1663.51 1.00 71 130 15 44 FALSE 0.61
colorectal cancer KRAS_12 NEIL3 Any deletion 205 151 -0.30 -0.70 0.09 1431.31 1.00 368 167 113 38 FALSE 0.87
non-small cell lung cancer KRAS_12 NEIL3 Any deletion 233 77 -0.48 -1.00 0.03 1473.50 1.00 484 216 60 17 FALSE 1.15
colorectal cancer KRAS_12 NRG1 Any deletion 244 280 -0.24 -0.57 0.07 1370.20 1.00 348 168 204 76 FALSE 0.87
non-small cell lung cancer KRAS_12 NRG1 Any deletion 250 174 -0.32 -0.71 0.05 1544.58 1.00 476 208 132 42 FALSE 1.01
pancreatic cancer KRAS_12 NRG1 Any deletion 181 59 0.47 -0.09 1.12 1547.73 1.00 79 136 14 45 FALSE 0.91
colorectal cancer KRAS_12 NT5C2 Any deletion 205 93 0.00 -0.48 0.49 1482.53 1.00 418 175 63 30 FALSE 0.00
non-small cell lung cancer KRAS_12 NT5C2 Any deletion 233 72 -0.98 -1.78 -0.31 1408.36 1.00 481 224 63 9 FALSE 2.06
colorectal cancer KRAS_12 PML Any deletion 205 96 -0.20 -0.68 0.22 1282.72 1.00 409 181 72 24 FALSE 0.44
non-small cell lung cancer KRAS_12 PML Any deletion 233 72 -0.03 -0.49 0.43 1241.94 1.00 495 210 49 23 FALSE 0.05
colorectal cancer KRAS_12 POLB Any deletion 205 82 -0.44 -0.86 0.05 1202.50 1.00 420 184 61 21 FALSE 1.32
non-small cell lung cancer KRAS_12 POLB Any deletion 233 111 -0.56 -1.01 -0.16 1191.37 1.00 454 212 90 21 FALSE 2.10
colorectal cancer KRAS_12 PTK2B Any deletion 205 328 -0.33 -0.66 0.00 1411.65 1.00 239 119 242 86 FALSE 1.25
non-small cell lung cancer KRAS_12 PTK2B Any deletion 233 211 -0.42 -0.78 -0.08 1480.60 1.00 383 183 161 50 FALSE 1.72
pancreatic cancer KRAS_12 PTK2B Any deletion 174 68 0.47 -0.12 1.06 1504.32 1.00 70 122 16 52 FALSE 0.92
colorectal cancer KRAS_12 RBBP8 Any deletion 205 338 0.27 -0.04 0.60 1509.12 1.00 254 94 227 111 FALSE 1.00
non-small cell lung cancer KRAS_12 RBBP8 Any deletion 233 85 -0.60 -1.17 -0.07 1474.99 1.00 476 216 68 17 FALSE 1.46
colorectal cancer KRAS_12 RHBDF2 Any deletion 205 53 0.00 -0.62 0.55 956.22 1.00 444 189 37 16 FALSE 0.00
colorectal cancer KRAS_12 RHOH Any deletion 205 139 -0.28 -0.69 0.14 1318.43 1.00 378 169 103 36 FALSE 0.72
non-small cell lung cancer KRAS_12 RHOH Any deletion 233 57 -0.96 -1.73 -0.31 1361.26 1.00 495 225 49 8 FALSE 2.13
colorectal cancer KRAS_12 SERPINA1 Any deletion 205 108 -0.36 -0.86 0.12 1386.00 1.00 399 179 82 26 FALSE 0.86
colorectal cancer KRAS_12 SLC34A2 Any deletion 205 140 -0.22 -0.61 0.19 1539.29 1.00 379 167 102 38 FALSE 0.54
non-small cell lung cancer KRAS_12 SLC34A2 Any deletion 233 68 -1.01 -1.70 -0.37 1629.59 1.00 485 224 59 9 FALSE 2.46
colorectal cancer KRAS_12 TAL1 Any deletion 205 89 0.20 -0.24 0.64 1468.90 1.00 422 175 59 30 FALSE 0.44
non-small cell lung cancer KRAS_12 TAL1 Any deletion 233 60 0.07 -0.43 0.55 1103.39 1.00 503 214 41 19 FALSE 0.11
colorectal cancer KRAS_12 TLX3 Any deletion 205 90 -0.85 -1.41 -0.36 1345.75 1.00 405 191 76 14 FALSE 2.81
non-small cell lung cancer KRAS_12 TLX3 Any deletion 233 65 -0.72 -1.27 -0.19 1272.29 1.00 492 220 52 13 FALSE 2.00
colorectal cancer KRAS_12 TRAF3 Any deletion 205 105 -0.44 -0.95 0.03 1255.51 1.00 400 181 81 24 FALSE 1.11
colorectal cancer KRAS_12 TRIM37 Any deletion 205 53 0.19 -0.40 0.79 1378.02 1.00 446 187 35 18 FALSE 0.27
colorectal cancer KRAS_12 UIMC1 Any deletion 244 83 -0.85 -1.35 -0.33 88.12 1.04 482 231 70 13 FALSE 2.73
non-small cell lung cancer KRAS_12 UIMC1 Any deletion 250 65 -0.68 -1.15 -0.06 25.55 1.12 557 236 51 14 FALSE 1.66
colorectal cancer KRAS_12 UROD Any deletion 205 82 0.18 -0.27 0.61 1468.68 1.00 426 178 55 27 FALSE 0.37
non-small cell lung cancer KRAS_12 UROD Any deletion 233 52 0.10 -0.40 0.62 1396.17 1.00 509 216 35 17 FALSE 0.15
colorectal cancer KRAS_12 USP28 Any deletion 244 54 -0.16 -0.64 0.28 711.88 1.00 513 229 39 15 FALSE 0.31
non-small cell lung cancer KRAS_12 USP28 Any deletion 250 72 -0.14 -0.60 0.27 896.65 1.00 555 231 53 19 FALSE 0.29
colorectal cancer KRAS_12 USP8 Any deletion 396 106 -0.40 -0.87 0.05 1482.69 1.00 856 372 82 24 FALSE 1.06
non-small cell lung cancer KRAS_12 USP8 Any deletion 580 91 -0.04 -0.49 0.39 1445.61 1.00 1347 553 64 27 FALSE 0.06
ovarian cancer KRAS_12 USP8 Any deletion 54 56 -0.55 -1.58 0.33 1275.73 1.00 495 51 53 3 FALSE 0.59
colorectal cancer KRAS_12 XRCC4 Any deletion 205 136 -0.87 -1.29 -0.46 199.09 1.02 368 182 113 23 FALSE 4.06
non-small cell lung cancer KRAS_12 XRCC4 Any deletion 233 112 -0.85 -1.29 -0.40 154.85 1.03 452 213 92 20 FALSE 3.59
colorectal cancer KRAS_12 XRCC6 Any deletion 205 118 0.42 0.03 0.81 1385.43 1.00 407 161 74 44 FALSE 1.41
non-small cell lung cancer KRAS_12 XRCC6 Any deletion 233 55 0.41 -0.12 0.95 1546.47 1.00 511 211 33 22 FALSE 0.89
colorectal cancer KRAS_12 FAM175A Any deletion 956 130 -0.18 -0.58 0.20 1492.66 1.00 2144 921 95 35 FALSE 0.44
cancer of unknown primary KRAS_12 FAM175A Any deletion 177 53 -0.95 -1.90 -0.13 1599.06 1.00 899 174 50 3 FALSE 1.39
non-small cell lung cancer KRAS_12 FAM175A Any deletion 1185 62 -0.52 -1.16 0.06 1513.22 1.00 3454 1174 51 11 FALSE 1.02
ovarian cancer KRAS_12 FAM175A Any deletion 91 72 -0.42 -1.31 0.36 1351.59 1.00 855 86 67 5 FALSE 0.48
colorectal cancer KRAS_12 MRE11A Any deletion 977 53 -0.07 -0.60 0.45 1461.48 1.00 2250 961 37 16 FALSE 0.10
non-small cell lung cancer KRAS_12 MRE11A Any deletion 1193 54 -0.22 -0.80 0.32 1535.42 1.00 3500 1182 43 11 FALSE 0.37
colorectal cancer KRAS_12 WHSC1 Any deletion 542 135 -0.09 -0.48 0.29 1468.44 1.00 1179 504 97 38 FALSE 0.20
non-small cell lung cancer KRAS_12 WHSC1 Any deletion 709 65 -0.38 -1.00 0.16 1464.00 1.00 1918 696 52 13 FALSE 0.69
colorectal cancer KRAS_12 WHSC1L1 Any deletion 581 166 -0.09 -0.42 0.25 1281.64 1.00 1228 534 119 47 FALSE 0.22
cancer of unknown primary KRAS_12 WHSC1L1 Any deletion 134 51 -0.16 -0.82 0.51 1445.26 1.00 717 127 44 7 FALSE 0.19
non-small cell lung cancer KRAS_12 WHSC1L1 Any deletion 726 152 -0.18 -0.59 0.18 1627.62 1.00 1917 691 117 35 FALSE 0.46
ovarian cancer KRAS_12 WHSC1L1 Any deletion 63 58 -0.14 -0.91 0.53 1428.50 1.00 597 58 53 5 FALSE 0.15
cancer of unknown primary KRAS_12 CDK8 Any deletion 177 61 -0.61 -1.42 0.10 1378.28 1.00 904 171 55 6 FALSE 0.96
non-small cell lung cancer KRAS_12 CDK8 Any deletion 1193 165 -0.37 -0.75 0.01 1543.74 1.00 3403 1160 132 33 FALSE 1.21
ovarian cancer KRAS_12 CDK8 Any deletion 94 65 -0.87 -1.92 -0.02 1516.84 1.00 889 92 63 2 FALSE 1.14
cancer of unknown primary KRAS_12 FANCC Any deletion 229 70 -0.58 -1.28 0.05 1414.18 1.00 1123 222 63 7 TRUE 1.05
non-small cell lung cancer KRAS_12 FANCC Any deletion 1660 177 -0.24 -0.57 0.10 1397.88 1.00 4649 1620 137 40 TRUE 0.73
uterine cancer KRAS_12 FANCC Any deletion 226 76 -0.67 -1.43 0.01 1407.62 1.00 1545 221 71 5 TRUE 1.17
ovarian cancer KRAS_12 FANCC Any deletion 147 157 -0.56 -1.24 0.02 1363.04 1.00 1328 138 148 9 TRUE 1.14
cancer of unknown primary KRAS_12 GNAQ Any deletion 230 71 -0.60 -1.24 0.03 1296.77 1.00 1124 223 64 7 TRUE 1.18
non-small cell lung cancer KRAS_12 GNAQ Any deletion 1684 195 -0.31 -0.63 0.01 1380.35 1.00 4684 1642 153 42 TRUE 1.22
uterine cancer KRAS_12 GNAQ Any deletion 226 74 -0.79 -1.61 -0.09 1493.13 1.00 1547 222 70 4 TRUE 1.36
ovarian cancer KRAS_12 GNAQ Any deletion 147 147 -0.62 -1.30 -0.04 1407.95 1.00 1337 139 139 8 TRUE 1.24
cancer of unknown primary KRAS_12 HRAS Any deletion 230 57 -0.68 -1.54 0.09 1436.52 1.00 1137 224 51 6 TRUE 0.98
non-small cell lung cancer KRAS_12 HRAS Any deletion 1684 105 -0.90 -1.48 -0.36 1428.47 1.00 4746 1670 91 14 TRUE 2.70
pancreatic cancer KRAS_12 HRAS Any deletion 1438 59 -1.90 -2.50 -1.34 1475.98 1.00 621 1424 45 14 TRUE 9.88
uterine cancer KRAS_12 HRAS Any deletion 226 70 -0.79 -1.72 0.05 1680.51 1.00 1552 221 65 5 TRUE 1.11
ovarian cancer KRAS_12 HRAS Any deletion 147 118 -1.17 -2.14 -0.36 1355.42 1.00 1362 143 114 4 TRUE 2.00
cancer of unknown primary KRAS_12 KLF4 Any deletion 168 55 -0.43 -1.27 0.29 1437.17 1.00 858 162 49 6 FALSE 0.57
non-small cell lung cancer KRAS_12 KLF4 Any deletion 1148 73 -0.28 -0.79 0.26 1549.70 1.00 3306 1132 57 16 FALSE 0.51
ovarian cancer KRAS_12 KLF4 Any deletion 83 63 -0.42 -1.41 0.42 1497.12 1.00 809 79 59 4 FALSE 0.43
cancer of unknown primary KRAS_12 LMO1 Any deletion 229 59 -0.50 -1.25 0.18 1569.20 1.00 1135 222 52 7 FALSE 0.75
non-small cell lung cancer KRAS_12 LMO1 Any deletion 1660 100 -0.78 -1.32 -0.31 1526.84 1.00 4700 1646 86 14 FALSE 2.52
uterine cancer KRAS_12 LMO1 Any deletion 226 52 -0.49 -1.38 0.29 1665.41 1.00 1571 221 47 5 FALSE 0.62
ovarian cancer KRAS_12 LMO1 Any deletion 147 101 -0.83 -1.61 -0.12 1314.97 1.00 1379 143 97 4 FALSE 1.42
cancer of unknown primary KRAS_12 PAX5 Any deletion 230 89 -0.34 -0.97 0.26 1418.18 1.00 1109 219 78 11 TRUE 0.54
non-small cell lung cancer KRAS_12 PAX5 Any deletion 1660 241 -0.27 -0.59 0.04 1604.90 1.00 4596 1609 190 51 TRUE 1.05
pancreatic cancer KRAS_12 PAX5 Any deletion 1433 57 -0.18 -0.71 0.37 1473.52 1.00 645 1396 20 37 TRUE 0.30
ovarian cancer KRAS_12 PAX5 Any deletion 147 100 -0.22 -0.94 0.48 1316.08 1.00 1384 139 92 8 TRUE 0.26
cancer of unknown primary KRAS_12 TNFAIP3 Any deletion 229 62 -0.27 -0.99 0.38 1543.06 1.00 1132 221 54 8 TRUE 0.35
non-small cell lung cancer KRAS_12 TNFAIP3 Any deletion 1660 249 0.24 -0.03 0.53 1514.31 1.00 4613 1584 173 76 TRUE 1.06
pancreatic cancer KRAS_12 TNFAIP3 Any deletion 1433 86 0.01 -0.42 0.46 1554.00 1.00 638 1374 27 59 TRUE 0.01
ovarian cancer KRAS_12 TNFAIP3 Any deletion 147 127 -0.30 -0.97 0.31 1438.05 1.00 1358 138 118 9 TRUE 0.44
non-small cell lung cancer KRAS_12 ARHGEF12 Any deletion 250 62 -0.13 -0.74 0.47 1375.89 1.00 563 233 45 17 FALSE 0.18
non-small cell lung cancer KRAS_12 CBFA2T3 Any deletion 233 97 -0.31 -0.82 0.13 943.10 1.00 471 209 73 24 FALSE 0.69
cancer of unknown primary KRAS_12 CDKN1C Any deletion 86 61 -0.50 -1.33 0.27 1458.89 1.00 448 79 54 7 FALSE 0.65
non-small cell lung cancer KRAS_12 CDKN1C Any deletion 700 111 -0.98 -1.53 -0.47 1504.04 1.00 1699 685 96 15 FALSE 3.47
pancreatic cancer KRAS_12 CDKN1C Any deletion 340 53 -1.84 -2.50 -1.22 1603.35 1.00 151 328 41 12 FALSE 7.73
uterine cancer KRAS_12 CDKN1C Any deletion 90 56 -0.60 -1.53 0.25 1350.87 1.00 601 85 51 5 FALSE 0.72
ovarian cancer KRAS_12 CDKN1C Any deletion 75 104 -1.09 -2.13 -0.22 1541.47 1.00 647 71 100 4 FALSE 1.60
cancer of unknown primary KRAS_12 MYB Any deletion 95 61 -0.06 -0.77 0.61 1433.77 1.00 492 86 52 9 FALSE 0.06
non-small cell lung cancer KRAS_12 MYB Any deletion 737 246 0.10 -0.19 0.38 1460.66 1.00 1764 664 173 73 FALSE 0.33
pancreatic cancer KRAS_12 MYB Any deletion 385 87 0.26 -0.19 0.70 1399.47 1.00 198 326 28 59 FALSE 0.57
ovarian cancer KRAS_12 MYB Any deletion 83 122 -0.31 -1.01 0.32 1491.08 1.00 688 74 113 9 FALSE 0.43
cancer of unknown primary KRAS_12 FANCF Any deletion 95 55 -0.62 -1.39 0.10 1411.93 1.00 502 90 50 5 TRUE 0.96
non-small cell lung cancer KRAS_12 FANCF Any deletion 745 91 -0.69 -1.18 -0.19 1493.10 1.00 1891 730 76 15 TRUE 2.23
uterine cancer KRAS_12 FANCF Any deletion 94 52 -0.50 -1.34 0.23 1515.62 1.00 644 89 47 5 TRUE 0.69
ovarian cancer KRAS_12 FANCF Any deletion 86 78 -0.69 -1.52 0.06 1439.33 1.00 757 82 74 4 TRUE 1.04
cancer of unknown primary KRAS_12 FANCG Any deletion 95 95 -0.05 -0.64 0.51 1478.74 1.00 471 81 81 14 TRUE 0.06
non-small cell lung cancer KRAS_12 FANCG Any deletion 745 243 -0.44 -0.76 -0.12 1445.89 1.00 1773 696 194 49 TRUE 2.07
pancreatic cancer KRAS_12 FANCG Any deletion 390 56 0.05 -0.50 0.60 1215.20 1.00 211 354 20 36 TRUE 0.07
ovarian cancer KRAS_12 FANCG Any deletion 86 95 -0.31 -1.10 0.36 1223.50 1.00 743 79 88 7 TRUE 0.39
cancer of unknown primary KRAS_12 CYLD Any deletion 194 62 -1.11 -2.08 -0.31 1447.59 1.00 963 191 59 3 FALSE 1.90
non-small cell lung cancer KRAS_12 CYLD Any deletion 1213 156 -0.16 -0.52 0.20 1440.62 1.00 3246 1174 117 39 FALSE 0.41
uterine cancer KRAS_12 CYLD Any deletion 182 95 -0.92 -1.74 -0.22 1497.17 1.00 1179 177 90 5 FALSE 1.72
ovarian cancer KRAS_12 CYLD Any deletion 120 177 -0.73 -1.41 -0.12 1584.13 1.00 1056 111 168 9 FALSE 1.55
non-small cell lung cancer KRAS_12 GALNT12 Any deletion 270 72 -0.19 -0.74 0.32 1407.76 1.00 632 252 54 18 FALSE 0.32
cancer of unknown primary KRAS_12 XPA Any deletion 86 76 -0.50 -1.15 0.14 1453.96 1.00 433 78 68 8 TRUE 0.89
non-small cell lung cancer KRAS_12 XPA Any deletion 700 177 -0.36 -0.70 -0.02 1579.36 1.00 1658 660 137 40 TRUE 1.41
uterine cancer KRAS_12 XPA Any deletion 90 77 -0.83 -1.69 -0.09 1322.62 1.00 577 86 73 4 TRUE 1.41
ovarian cancer KRAS_12 XPA Any deletion 75 153 -0.60 -1.30 0.02 1565.25 1.00 603 66 144 9 TRUE 1.20
non-small cell lung cancer KRAS_12 DOCK8 Any deletion 233 142 -0.36 -0.77 0.05 1537.89 1.00 436 199 108 34 FALSE 1.05
pancreatic cancer KRAS_12 DOCK8 Any deletion 174 64 0.21 -0.38 0.78 1494.57 1.00 67 129 19 45 FALSE 0.32
non-small cell lung cancer KRAS_12 HMBS Any deletion 233 65 -0.22 -0.79 0.34 1395.94 1.00 496 216 48 17 FALSE 0.34
non-small cell lung cancer KRAS_12 OGG1 Any deletion 233 131 -0.39 -0.82 0.01 1285.84 1.00 444 202 100 31 FALSE 1.15
non-small cell lung cancer KRAS_12 TAL2 Any deletion 233 75 -0.43 -1.04 0.11 1300.58 1.00 486 216 58 17 FALSE 0.87
non-small cell lung cancer KRAS_12 AKT2 Any deletion 1660 105 -0.45 -0.94 0.02 1321.50 1.00 4708 1641 86 19 TRUE 1.17
ovarian cancer KRAS_12 AKT2 Any deletion 147 71 0.14 -0.70 0.86 1474.64 1.00 1413 139 63 8 TRUE 0.14
non-small cell lung cancer KRAS_12 BCL6 Any deletion 1660 129 0.38 0.01 0.79 358.62 1.00 4700 1617 86 43 FALSE 1.25
non-small cell lung cancer KRAS_12 CALR Any deletion 1081 114 0.35 -0.04 0.72 1452.17 1.00 2978 1043 76 38 TRUE 1.16
non-small cell lung cancer KRAS_12 CBFB Any deletion 1193 64 0.00 -0.57 0.54 1336.36 1.00 3488 1176 47 17 FALSE 0.00
ovarian cancer KRAS_12 CBFB Any deletion 94 85 -0.75 -1.93 0.14 1527.06 1.00 871 90 81 4 FALSE 0.81
non-small cell lung cancer KRAS_12 CCND2 Any deletion 1660 152 0.12 -0.24 0.48 279.08 1.01 4685 1617 109 43 FALSE 0.27
non-small cell lung cancer KRAS_12 CCNE1 Any deletion 1660 85 -0.36 -0.90 0.14 1478.82 1.00 4726 1643 68 17 TRUE 0.74
non-small cell lung cancer KRAS_12 CDK6 Any deletion 1660 53 -0.73 -1.52 0.01 1317.76 1.00 4749 1652 45 8 TRUE 1.20
non-small cell lung cancer KRAS_12 CEBPA Any deletion 1593 86 0.02 -0.47 0.49 1016.12 1.00 4414 1570 63 23 TRUE 0.03
non-small cell lung cancer KRAS_12 CRLF2 Any deletion 1660 81 -0.19 -0.73 0.32 1387.68 1.00 4724 1641 62 19 FALSE 0.32
ovarian cancer KRAS_12 CRLF2 Any deletion 147 88 -1.44 -2.89 -0.31 1390.49 1.00 1390 145 86 2 FALSE 1.57
non-small cell lung cancer KRAS_12 ERCC4 Any deletion 1652 51 -0.68 -1.47 0.04 1416.67 1.00 4713 1644 43 8 TRUE 1.08
ovarian cancer KRAS_12 ERCC4 Any deletion 144 85 -0.39 -1.34 0.36 1507.58 1.00 1367 138 79 6 TRUE 0.44
non-small cell lung cancer KRAS_12 EZH2 Any deletion 1684 64 -0.94 -1.73 -0.21 1277.68 1.00 4781 1676 56 8 TRUE 1.79
non-small cell lung cancer KRAS_12 GATA2 Any deletion 1193 56 0.15 -0.46 0.70 1441.45 1.00 3503 1177 40 16 TRUE 0.22
non-small cell lung cancer KRAS_12 MAP2K2 Any deletion 1193 126 0.05 -0.35 0.46 1565.65 1.00 3451 1159 92 34 FALSE 0.10
ovarian cancer KRAS_12 MAP2K2 Any deletion 94 107 -0.96 -1.99 -0.09 1353.37 1.00 849 90 103 4 FALSE 1.30
non-small cell lung cancer KRAS_12 PNRC1 Any deletion 1427 152 -0.04 -0.43 0.32 1415.22 1.00 4128 1389 114 38 FALSE 0.08
ovarian cancer KRAS_12 PNRC1 Any deletion 125 51 -0.46 -1.59 0.50 1316.41 1.00 1205 122 48 3 FALSE 0.41
non-small cell lung cancer KRAS_12 PTPN11 Any deletion 1684 88 -1.01 -1.69 -0.42 1383.20 1.00 4760 1673 77 11 TRUE 2.68
ovarian cancer KRAS_12 PTPN11 Any deletion 147 52 -2.86 -7.00 -0.71 1407.16 1.00 1424 147 52 0 TRUE 1.00
non-small cell lung cancer KRAS_12 RAD52 Any deletion 1193 62 0.63 0.10 1.13 1309.36 1.00 3497 1169 38 24 FALSE 1.83
non-small cell lung cancer KRAS_12 RHEB Any deletion 1428 55 -0.80 -1.62 -0.15 1277.75 1.00 3882 1420 47 8 FALSE 1.43
non-small cell lung cancer KRAS_12 SOCS1 Any deletion 1660 56 -0.83 -1.66 -0.14 1546.76 1.00 4738 1652 48 8 FALSE 1.49
ovarian cancer KRAS_12 SOCS1 Any deletion 147 90 -1.16 -2.38 -0.17 1115.10 1.00 1389 144 87 3 FALSE 1.40
non-small cell lung cancer KRAS_12 SOX2 Any deletion 1660 109 0.34 -0.04 0.73 1186.92 1.00 4713 1624 73 36 FALSE 1.03
non-small cell lung cancer KRAS_12 SYK Any deletion 1427 98 -0.26 -0.76 0.18 1229.43 1.00 4165 1406 77 21 FALSE 0.54
ovarian cancer KRAS_12 SYK Any deletion 125 98 -0.90 -1.92 -0.04 1549.62 1.00 1159 121 94 4 FALSE 1.19
non-small cell lung cancer KRAS_12 ZRSR2 Any deletion 1548 57 -0.19 -0.81 0.40 1417.83 1.00 4262 1534 43 14 FALSE 0.27
ovarian cancer KRAS_12 ZRSR2 Any deletion 127 60 -1.07 -2.61 0.09 1427.59 1.00 1250 125 58 2 FALSE 0.94
non-small cell lung cancer KRAS_12 ETV5 Any deletion 745 120 0.24 -0.16 0.64 892.19 1.00 1886 706 81 39 TRUE 0.63
non-small cell lung cancer KRAS_12 PRKDC Any deletion 745 99 -1.06 -1.72 -0.48 996.92 1.00 1880 733 87 12 FALSE 3.07
non-small cell lung cancer KRAS_12 PRKCI Any deletion 1213 87 0.20 -0.26 0.64 1234.18 1.00 3303 1186 60 27 FALSE 0.42
non-small cell lung cancer KRAS_12 CBLB Any deletion 700 141 0.12 -0.25 0.46 1464.18 1.00 1697 657 98 43 FALSE 0.28
non-small cell lung cancer KRAS_12 CDK1 Any deletion 467 64 -0.64 -1.34 0.00 1452.70 1.00 1198 456 53 11 FALSE 1.21
non-small cell lung cancer KRAS_12 CDK9 Any deletion 467 89 -0.25 -0.75 0.24 1521.05 1.00 1183 446 68 21 FALSE 0.49
ovarian cancer KRAS_12 CDK9 Any deletion 53 95 -0.94 -1.97 -0.06 1380.91 1.00 433 49 91 4 FALSE 1.23
non-small cell lung cancer KRAS_12 CRTC1 Any deletion 700 233 0.01 -0.30 0.30 1382.29 1.00 1628 634 167 66 FALSE 0.01
non-small cell lung cancer KRAS_12 CUX1 Any deletion 700 65 -0.68 -1.35 -0.06 1032.28 1.00 1741 689 54 11 FALSE 1.39
non-small cell lung cancer KRAS_12 DDB2 Any deletion 700 76 -0.75 -1.35 -0.17 1316.03 1.00 1731 688 64 12 TRUE 1.84
ovarian cancer KRAS_12 DDB2 Any deletion 75 62 -0.30 -1.27 0.56 1762.42 1.00 690 70 57 5 TRUE 0.29
non-small cell lung cancer KRAS_12 EXT2 Any deletion 700 79 -0.62 -1.22 -0.09 1307.35 1.00 1730 686 65 14 TRUE 1.49
ovarian cancer KRAS_12 EXT2 Any deletion 75 59 -0.24 -1.22 0.65 1471.15 1.00 693 70 54 5 TRUE 0.21
non-small cell lung cancer KRAS_12 LMO2 Any deletion 700 87 -1.14 -1.82 -0.47 1606.24 1.00 1718 690 77 10 FALSE 3.19
ovarian cancer KRAS_12 LMO2 Any deletion 75 72 -0.52 -1.60 0.40 1490.78 1.00 680 70 67 5 FALSE 0.53
non-small cell lung cancer KRAS_12 LMO3 Any deletion 467 59 -0.78 -1.51 -0.07 1307.32 1.00 1201 458 50 9 FALSE 1.43
non-small cell lung cancer KRAS_12 MECOM Any deletion 717 83 0.22 -0.30 0.72 17.32 1.16 1804 689 55 28 FALSE 0.36
non-small cell lung cancer KRAS_12 MYBL1 Any deletion 700 70 -0.93 -1.61 -0.27 1266.83 1.00 1735 690 60 10 FALSE 2.12
non-small cell lung cancer KRAS_12 NFKBIZ Any deletion 700 130 0.09 -0.34 0.46 1172.75 1.00 1704 661 91 39 FALSE 0.19
non-small cell lung cancer KRAS_12 PSMD13 Any deletion 467 54 -1.22 -2.11 -0.40 1434.27 1.00 1203 461 48 6 FALSE 2.30
ovarian cancer KRAS_12 PSMD13 Any deletion 53 59 -1.30 -2.79 -0.11 1472.31 1.00 467 51 57 2 FALSE 1.26
non-small cell lung cancer KRAS_12 RBL2 Any deletion 467 96 -0.32 -0.81 0.15 1493.88 1.00 1177 445 74 22 FALSE 0.72
uterine cancer KRAS_12 RBL2 Any deletion 65 60 -0.86 -1.83 0.03 1463.00 1.00 384 61 56 4 FALSE 1.12
ovarian cancer KRAS_12 RBL2 Any deletion 53 121 -1.14 -2.16 -0.35 1644.07 1.00 407 49 117 4 FALSE 1.84
non-small cell lung cancer KRAS_12 RHPN2 Any deletion 467 57 -0.29 -0.97 0.34 1437.80 1.00 1207 454 44 13 FALSE 0.40
non-small cell lung cancer KRAS_12 SBDS Any deletion 700 58 -0.47 -1.12 0.14 1117.49 1.00 1749 688 46 12 TRUE 0.92
non-small cell lung cancer KRAS_12 STAG1 Any deletion 467 59 0.27 -0.36 0.78 106.04 1.02 1211 448 40 19 FALSE 0.41
non-small cell lung cancer KRAS_12 STAT6 Any deletion 700 52 -2.00 -3.31 -0.94 1243.35 1.00 1746 697 49 3 FALSE 2.96
non-small cell lung cancer KRAS_12 ZNF708 Any deletion 467 136 -0.04 -0.47 0.35 1374.33 1.00 1151 431 100 36 FALSE 0.08
non-small cell lung cancer KRAS_12 CADM2 Any deletion 347 118 -0.74 -1.27 -0.28 1517.69 1.00 769 327 98 20 FALSE 2.43
non-small cell lung cancer KRAS_12 KCNIP1 Any deletion 347 60 -1.17 -2.10 -0.47 90.41 1.03 814 340 53 7 FALSE 2.17
non-small cell lung cancer KRAS_12 NPRL2 Any deletion 347 154 -0.73 -1.17 -0.30 1337.09 1.00 740 320 127 27 FALSE 2.97
non-small cell lung cancer KRAS_12 SLITRK6 Any deletion 347 115 -0.53 -1.02 -0.07 1128.67 1.00 775 324 92 23 FALSE 1.56
non-small cell lung cancer KRAS_12 SQSTM1 Any deletion 347 63 -1.41 -2.35 -0.60 128.56 1.03 810 341 57 6 FALSE 2.76
non-small cell lung cancer KRAS_12 TLR4 Any deletion 347 78 -0.31 -0.86 0.20 755.28 1.01 807 329 60 18 FALSE 0.59
non-small cell lung cancer KRAS_12 ARHGAP35 Any deletion 233 79 -0.79 -1.43 -0.16 121.25 1.03 479 219 65 14 FALSE 1.79
non-small cell lung cancer KRAS_12 BABAM1 Any deletion 709 97 0.27 -0.15 0.71 1108.65 1.00 1904 678 66 31 FALSE 0.68
non-small cell lung cancer KRAS_12 BRD3 Any deletion 250 62 -0.21 -0.81 0.35 1274.66 1.00 562 234 46 16 FALSE 0.30
non-small cell lung cancer KRAS_12 DCLRE1C Any deletion 233 57 -0.66 -1.36 -0.05 1485.22 1.00 498 222 46 11 FALSE 1.29
non-small cell lung cancer KRAS_12 ELANE Any deletion 233 112 -0.26 -0.71 0.18 1385.27 1.00 461 204 83 29 FALSE 0.60
non-small cell lung cancer KRAS_12 ENG Any deletion 233 63 -0.45 -1.10 0.14 1234.93 1.00 495 219 49 14 FALSE 0.80
non-small cell lung cancer KRAS_12 ERCC1 Any deletion 233 69 -1.02 -1.70 -0.34 1013.58 1.00 485 223 59 10 TRUE 2.46
non-small cell lung cancer KRAS_12 KCNQ1 Any deletion 233 55 -0.86 -1.62 -0.18 1336.37 1.00 498 224 46 9 FALSE 1.71
non-small cell lung cancer KRAS_12 KLF2 Any deletion 233 99 0.23 -0.21 0.65 1136.20 1.00 479 199 65 34 FALSE 0.51
non-small cell lung cancer KRAS_12 LIG4 Any deletion 233 128 -0.51 -1.00 -0.06 1439.46 1.00 444 205 100 28 FALSE 1.47
non-small cell lung cancer KRAS_12 MAF Any deletion 233 86 -0.19 -0.70 0.30 1330.20 1.00 481 210 63 23 FALSE 0.36
non-small cell lung cancer KRAS_12 MBD4 Any deletion 233 58 -0.14 -0.74 0.43 1195.02 1.00 502 217 42 16 FALSE 0.19
non-small cell lung cancer KRAS_12 PNKP Any deletion 233 85 -0.79 -1.39 -0.22 1218.87 1.00 474 218 70 15 FALSE 2.10
non-small cell lung cancer KRAS_12 POLQ Any deletion 233 56 0.17 -0.38 0.75 1347.45 1.00 507 214 37 19 FALSE 0.26
non-small cell lung cancer KRAS_12 RSPO3 Any deletion 233 93 0.32 -0.14 0.78 1293.59 1.00 485 199 59 34 FALSE 0.77
non-small cell lung cancer KRAS_12 TOPBP1 Any deletion 233 53 -0.12 -0.71 0.48 1379.89 1.00 506 218 38 15 FALSE 0.14
non-small cell lung cancer KRAS_12 XRCC1 Any deletion 233 52 -1.13 -2.03 -0.35 1470.38 1.00 499 226 45 7 TRUE 2.04
pancreatic cancer KRAS_12 CDKN1A Any deletion 1428 53 -0.67 -1.21 -0.13 1287.17 1.00 635 1400 25 28 FALSE 1.82
pancreatic cancer KRAS_12 FANCE Any deletion 390 56 -0.27 -0.81 0.32 1047.11 1.00 206 358 24 32 FALSE 0.45
ovarian cancer KRAS_12 PMS2 Any deletion 147 86 -6.69 -15.53 -1.81 777.40 1.00 1390 147 86 0 TRUE 0.90
ovarian cancer KRAS_12 RAD51D Any deletion 94 73 -2.58 -5.16 -0.75 63.25 1.03 880 93 72 1 FALSE 1.80
ovarian cancer KRAS_12 FUS Any deletion 75 62 -0.51 -1.74 0.43 1309.66 1.00 689 71 58 4 FALSE 0.43
ovarian cancer KRAS_12 IKZF3 Any deletion 57 98 -2.92 -5.53 -1.14 1292.41 1.00 431 56 97 1 FALSE 1.89
colorectal cancer KRAS_12C AKT1 Any deletion 123 204 -0.27 -1.15 0.50 1515.53 1.00 3771 118 199 5 TRUE 0.27
non-small cell lung cancer KRAS_12C AKT1 Any deletion 835 92 0.23 -0.36 0.77 1481.74 1.00 5609 820 77 15 TRUE 0.39
colorectal cancer KRAS_12C ALOX12B Any deletion 101 294 0.04 -0.62 0.72 1619.41 1.00 3003 91 284 10 FALSE 0.05
non-small cell lung cancer KRAS_12C ALOX12B Any deletion 696 273 -0.44 -0.87 -0.05 1307.67 1.00 4723 673 250 23 FALSE 1.34
colorectal cancer KRAS_12C AURKB Any deletion 123 585 0.17 -0.32 0.66 1416.36 1.00 3387 102 564 21 FALSE 0.31
non-small cell lung cancer KRAS_12C AURKB Any deletion 821 452 -0.02 -0.32 0.26 1511.02 1.00 5230 764 395 57 FALSE 0.05
colorectal cancer KRAS_12C BAP1 Any deletion 123 95 1.13 0.37 1.81 1504.03 1.00 3867 114 86 9 TRUE 2.63
non-small cell lung cancer KRAS_12C BAP1 Any deletion 821 348 -0.05 -0.38 0.27 1668.38 1.00 5327 779 306 42 TRUE 0.12
colorectal cancer KRAS_12C BCL2 Any deletion 123 792 0.22 -0.20 0.64 1524.60 1.00 3188 94 763 29 TRUE 0.52
non-small cell lung cancer KRAS_12C BCL2 Any deletion 821 373 -0.28 -0.64 0.07 1419.03 1.00 5290 783 335 38 TRUE 0.89
colorectal cancer KRAS_12C BMPR1A Any deletion 120 188 0.25 -0.50 0.95 1472.87 1.00 3728 112 180 8 TRUE 0.29
non-small cell lung cancer KRAS_12C BMPR1A Any deletion 819 181 -0.57 -1.15 -0.05 1470.15 1.00 5426 805 167 14 TRUE 1.40
colorectal cancer KRAS_12C CBL Any deletion 123 99 0.13 -0.90 1.07 1537.09 1.00 3858 119 95 4 TRUE 0.10
non-small cell lung cancer KRAS_12C CBL Any deletion 821 133 -0.15 -0.72 0.35 1476.42 1.00 5515 806 118 15 TRUE 0.23
colorectal cancer KRAS_12C CCND1 Any deletion 123 74 -0.38 -2.18 0.96 840.46 1.00 3881 121 72 2 TRUE 0.19
colorectal cancer KRAS_12C CD274 Any deletion 120 88 0.27 -0.73 1.21 1433.58 1.00 3803 116 84 4 FALSE 0.23
non-small cell lung cancer KRAS_12C CD274 Any deletion 819 341 0.04 -0.29 0.35 1312.98 1.00 5293 774 296 45 FALSE 0.08
colorectal cancer KRAS_12C CD79B Any deletion 123 108 0.34 -0.63 1.22 354.41 1.01 3848 118 103 5 FALSE 0.32
colorectal cancer KRAS_12C CDKN1B Any deletion 123 76 0.16 -1.06 1.16 1549.40 1.00 3880 120 73 3 TRUE 0.11
non-small cell lung cancer KRAS_12C CDKN1B Any deletion 821 184 0.24 -0.20 0.62 1396.41 1.00 5478 792 155 29 TRUE 0.62
colorectal cancer KRAS_12C CDKN2C Any deletion 123 177 0.41 -0.32 1.05 1464.49 1.00 3782 115 169 8 TRUE 0.58
non-small cell lung cancer KRAS_12C CDKN2C Any deletion 821 140 0.59 0.15 0.98 1490.80 1.00 5514 792 111 29 TRUE 2.26
colorectal cancer KRAS_12C CHEK1 Any deletion 98 53 0.17 -1.22 1.41 1311.24 1.00 3115 96 51 2 FALSE 0.10
non-small cell lung cancer KRAS_12C CHEK1 Any deletion 606 66 0.48 -0.15 1.06 1400.40 1.00 4077 593 53 13 FALSE 0.90
colorectal cancer KRAS_12C CHEK2 Any deletion 123 214 0.32 -0.38 0.96 1490.45 1.00 3748 114 205 9 TRUE 0.45
non-small cell lung cancer KRAS_12C CHEK2 Any deletion 821 135 0.28 -0.17 0.71 1479.98 1.00 5520 799 113 22 TRUE 0.70
colorectal cancer KRAS_12C CRKL Any deletion 123 203 0.11 -0.74 0.77 1642.64 1.00 3755 116 196 7 FALSE 0.11
non-small cell lung cancer KRAS_12C CRKL Any deletion 821 104 0.34 -0.19 0.82 1582.27 1.00 5539 803 86 18 FALSE 0.72
colorectal cancer KRAS_12C CSF3R Any deletion 103 180 0.07 -0.77 0.79 1474.55 1.00 3085 97 174 6 FALSE 0.06
non-small cell lung cancer KRAS_12C CSF3R Any deletion 713 108 0.66 0.16 1.07 1548.88 1.00 4553 688 83 25 FALSE 2.32
colorectal cancer KRAS_12C ERCC2 Any deletion 123 52 -0.16 -1.68 1.17 1423.78 1.00 3903 121 50 2 TRUE 0.08
non-small cell lung cancer KRAS_12C ERCC2 Any deletion 821 142 -0.67 -1.34 -0.04 1448.61 1.00 5501 811 132 10 TRUE 1.36
colorectal cancer KRAS_12C ERG Any deletion 119 106 0.30 -0.65 1.14 1439.48 1.00 3690 114 101 5 FALSE 0.29
non-small cell lung cancer KRAS_12C ERG Any deletion 769 79 -0.14 -0.83 0.51 1471.66 1.00 5103 760 70 9 FALSE 0.17
colorectal cancer KRAS_12C ETV6 Any deletion 123 63 0.24 -1.00 1.28 1424.17 1.00 3891 120 60 3 FALSE 0.17
non-small cell lung cancer KRAS_12C ETV6 Any deletion 821 153 -0.04 -0.52 0.41 1516.90 1.00 5491 802 134 19 FALSE 0.06
colorectal cancer KRAS_12C FAM46C Any deletion 123 162 0.73 0.05 1.36 1401.80 1.00 3799 113 152 10 FALSE 1.55
non-small cell lung cancer KRAS_12C FAM46C Any deletion 821 182 0.42 0.00 0.79 1489.77 1.00 5476 788 149 33 FALSE 1.45
colorectal cancer KRAS_12C FOXA1 Any deletion 89 120 -0.87 -2.57 0.44 919.10 1.00 2716 87 118 2 FALSE 0.56
colorectal cancer KRAS_12C GNA11 Any deletion 123 94 -0.40 -1.77 0.74 1503.01 1.00 3878 121 92 2 TRUE 0.29
non-small cell lung cancer KRAS_12C GNA11 Any deletion 835 311 0.06 -0.26 0.37 1565.53 1.00 5417 793 269 42 TRUE 0.14
colorectal cancer KRAS_12C GREM1 Any deletion 95 105 -0.46 -1.88 0.65 1500.04 1.00 2997 93 103 2 FALSE 0.32
non-small cell lung cancer KRAS_12C GREM1 Any deletion 604 108 0.12 -0.42 0.65 1543.60 1.00 3994 588 92 16 FALSE 0.18
colorectal cancer KRAS_12C H3F3B Any deletion 82 54 -1.03 -3.79 0.77 995.65 1.00 2579 81 53 1 TRUE 0.41
colorectal cancer KRAS_12C ID3 Any deletion 107 277 0.16 -0.52 0.77 1653.58 1.00 3152 97 267 10 FALSE 0.21
non-small cell lung cancer KRAS_12C ID3 Any deletion 765 166 0.37 -0.04 0.77 1425.40 1.00 4952 735 136 30 FALSE 1.10
colorectal cancer KRAS_12C IDH2 Any deletion 123 164 -0.08 -1.01 0.72 1415.80 1.00 3811 118 159 5 TRUE 0.06
non-small cell lung cancer KRAS_12C IDH2 Any deletion 835 148 -0.14 -0.67 0.34 1696.83 1.00 5555 818 131 17 TRUE 0.24
colorectal cancer KRAS_12C KRAS Any deletion 123 56 0.29 -1.00 1.36 1500.38 1.00 3917 120 53 3 TRUE 0.20
non-small cell lung cancer KRAS_12C KRAS Any deletion 835 98 -0.27 -0.94 0.33 1456.39 1.00 5598 825 88 10 TRUE 0.38
colorectal cancer KRAS_12C MAP2K1 Any deletion 123 186 -0.18 -1.11 0.62 1377.82 1.00 3772 118 181 5 TRUE 0.17
non-small cell lung cancer KRAS_12C MAP2K1 Any deletion 821 157 0.20 -0.25 0.63 1579.01 1.00 5500 797 133 24 TRUE 0.42
colorectal cancer KRAS_12C MAPK1 Any deletion 114 210 0.19 -0.60 0.87 1558.64 1.00 3421 106 202 8 FALSE 0.22
non-small cell lung cancer KRAS_12C MAPK1 Any deletion 800 110 0.32 -0.19 0.78 1324.72 1.00 5346 781 91 19 FALSE 0.70
colorectal cancer KRAS_12C MEF2B Any deletion 123 57 0.02 -1.42 1.18 1370.16 1.00 3896 121 55 2 FALSE 0.01
non-small cell lung cancer KRAS_12C MEF2B Any deletion 821 247 0.23 -0.14 0.57 1441.75 1.00 5416 783 209 38 FALSE 0.66
colorectal cancer KRAS_12C MEN1 Any deletion 123 87 -0.17 -1.49 0.96 1470.48 1.00 3867 120 84 3 TRUE 0.10
non-small cell lung cancer KRAS_12C MEN1 Any deletion 821 70 -0.90 -1.95 -0.01 1521.72 1.00 5559 817 66 4 TRUE 1.16
colorectal cancer KRAS_12C MPL Any deletion 123 152 0.42 -0.39 1.15 1465.90 1.00 3823 116 145 7 TRUE 0.55
non-small cell lung cancer KRAS_12C MPL Any deletion 835 113 0.69 0.23 1.11 1296.56 1.00 5591 809 87 26 TRUE 2.72
colorectal cancer KRAS_12C MUTYH Any deletion 123 158 0.36 -0.49 1.03 1509.31 1.00 3800 116 151 7 TRUE 0.45
non-small cell lung cancer KRAS_12C MUTYH Any deletion 821 121 0.56 0.08 1.01 1480.42 1.00 5529 796 96 25 TRUE 1.77
colorectal cancer KRAS_12C MYD88 Any deletion 123 81 1.31 0.61 2.01 1524.71 1.00 3881 114 72 9 TRUE 3.42
non-small cell lung cancer KRAS_12C MYD88 Any deletion 821 323 0.01 -0.33 0.32 1304.60 1.00 5351 780 282 41 TRUE 0.02
colorectal cancer KRAS_12C NEGR1 Any deletion 83 88 0.63 -0.34 1.44 1409.15 1.00 2620 78 83 5 FALSE 0.76
non-small cell lung cancer KRAS_12C NEGR1 Any deletion 597 70 0.69 0.13 1.20 1453.80 1.00 4002 581 54 16 FALSE 1.85
colorectal cancer KRAS_12C NF2 Any deletion 123 218 0.16 -0.60 0.83 1606.36 1.00 3743 115 210 8 TRUE 0.18
non-small cell lung cancer KRAS_12C NF2 Any deletion 821 142 0.21 -0.27 0.63 1526.24 1.00 5513 799 120 22 TRUE 0.44
colorectal cancer KRAS_12C NFKBIA Any deletion 116 207 -0.08 -1.03 0.72 747.47 1.00 3548 110 201 6 FALSE 0.07
colorectal cancer KRAS_12C NPM1 Any deletion 123 127 -0.82 -2.16 0.28 1542.36 1.00 3843 121 125 2 FALSE 0.68
non-small cell lung cancer KRAS_12C NPM1 Any deletion 835 140 -0.70 -1.41 -0.09 1434.47 1.00 5548 825 130 10 FALSE 1.53
colorectal cancer KRAS_12C NRAS Any deletion 123 190 0.56 -0.13 1.19 1459.38 1.00 3790 113 180 10 TRUE 1.02
non-small cell lung cancer KRAS_12C NRAS Any deletion 835 209 0.45 0.11 0.79 1353.62 1.00 5516 796 170 39 TRUE 2.04
colorectal cancer KRAS_12C PHOX2B Any deletion 114 236 -0.16 -0.99 0.58 1295.64 1.00 3392 107 229 7 TRUE 0.16
non-small cell lung cancer KRAS_12C PHOX2B Any deletion 800 121 -0.89 -1.66 -0.20 1586.65 1.00 5315 793 114 7 TRUE 1.71
colorectal cancer KRAS_12C PPM1D Any deletion 82 51 0.06 -1.71 1.40 1373.92 1.00 2583 80 49 2 FALSE 0.02
colorectal cancer KRAS_12C PRDM1 Any deletion 123 71 0.20 -0.98 1.25 1596.52 1.00 3883 120 68 3 FALSE 0.14
non-small cell lung cancer KRAS_12C PRDM1 Any deletion 821 282 0.21 -0.12 0.54 1140.80 1.00 5386 778 239 43 FALSE 0.70
colorectal cancer KRAS_12C PRKAR1A Any deletion 123 100 0.47 -0.56 1.34 1071.56 1.00 3856 118 95 5 TRUE 0.48
colorectal cancer KRAS_12C RAD51C Any deletion 98 53 0.00 -1.80 1.35 1378.48 1.00 3115 96 51 2 TRUE 0.00
colorectal cancer KRAS_12C RAD51 Any deletion 98 116 -0.57 -2.02 0.59 1544.39 1.00 3052 96 114 2 FALSE 0.40
non-small cell lung cancer KRAS_12C RAD51 Any deletion 606 118 0.28 -0.24 0.74 1589.85 1.00 4032 586 98 20 FALSE 0.59
colorectal cancer KRAS_12C RAF1 Any deletion 123 83 1.28 0.43 1.97 1080.07 1.01 3879 114 74 9 TRUE 3.09
non-small cell lung cancer KRAS_12C RAF1 Any deletion 821 302 0.02 -0.36 0.34 1464.68 1.00 5370 782 263 39 TRUE 0.04
colorectal cancer KRAS_12C RARA Any deletion 123 92 0.24 -0.95 1.20 740.31 1.00 3863 119 88 4 FALSE 0.18
colorectal cancer KRAS_12C RHOA Any deletion 89 53 1.01 0.04 1.94 1539.66 1.00 2788 84 48 5 FALSE 1.39
non-small cell lung cancer KRAS_12C RHOA Any deletion 585 140 0.20 -0.30 0.66 1509.32 1.00 3815 564 119 21 FALSE 0.38
colorectal cancer KRAS_12C RUNX1 Any deletion 123 112 -0.18 -1.42 0.80 1253.32 1.00 3842 120 109 3 TRUE 0.13
non-small cell lung cancer KRAS_12C RUNX1 Any deletion 821 99 0.16 -0.42 0.66 1289.88 1.00 5541 806 84 15 TRUE 0.25
colorectal cancer KRAS_12C SDHAF2 Any deletion 114 75 0.40 -0.76 1.38 1489.61 1.00 3550 110 71 4 TRUE 0.33
non-small cell lung cancer KRAS_12C SDHAF2 Any deletion 800 56 -0.41 -1.32 0.43 1535.01 1.00 5378 795 51 5 TRUE 0.42
colorectal cancer KRAS_12C SDHB Any deletion 120 266 0.22 -0.46 0.83 1451.63 1.00 3631 110 256 10 FALSE 0.29
non-small cell lung cancer KRAS_12C SDHB Any deletion 819 148 0.45 0.02 0.86 1421.33 1.00 5469 791 120 28 FALSE 1.52
colorectal cancer KRAS_12C SDHD Any deletion 120 113 0.45 -0.50 1.25 1507.51 1.00 3780 114 107 6 FALSE 0.51
non-small cell lung cancer KRAS_12C SDHD Any deletion 819 145 -0.24 -0.78 0.25 1522.22 1.00 5459 804 130 15 FALSE 0.44
colorectal cancer KRAS_12C SMARCB1 Any deletion 123 217 0.16 -0.65 0.83 1362.27 1.00 3761 115 209 8 TRUE 0.18
non-small cell lung cancer KRAS_12C SMARCB1 Any deletion 835 118 0.36 -0.12 0.80 1350.99 1.00 5589 814 97 21 TRUE 0.87
colorectal cancer KRAS_12C SRSF2 Any deletion 107 88 -0.59 -2.52 0.77 1386.58 1.00 3333 105 86 2 FALSE 0.32
colorectal cancer KRAS_12C STAT3 Any deletion 113 88 0.33 -0.82 1.28 1492.04 1.00 3603 109 84 4 FALSE 0.27
colorectal cancer KRAS_12C SUFU Any deletion 123 169 0.34 -0.45 1.05 1523.52 1.00 3790 115 161 8 TRUE 0.43
non-small cell lung cancer KRAS_12C SUFU Any deletion 821 187 -0.43 -0.95 0.05 1496.56 1.00 5454 805 171 16 TRUE 1.03
colorectal cancer KRAS_12C SUZ12 Any deletion 114 91 0.52 -0.54 1.42 1365.52 1.00 3535 109 86 5 FALSE 0.52
colorectal cancer KRAS_12C TMPRSS2 Any deletion 119 113 -0.27 -1.51 0.72 1513.32 1.00 3681 116 110 3 FALSE 0.20
non-small cell lung cancer KRAS_12C TMPRSS2 Any deletion 769 82 -0.24 -1.00 0.39 1386.48 1.00 5100 760 73 9 FALSE 0.31
colorectal cancer KRAS_12C VHL Any deletion 123 85 1.26 0.41 1.96 1601.95 1.00 3892 114 76 9 TRUE 2.83
non-small cell lung cancer KRAS_12C VHL Any deletion 835 307 0.14 -0.19 0.44 1422.63 1.00 5415 791 263 44 TRUE 0.41
colorectal cancer KRAS_12C YAP1 Any deletion 89 52 0.42 -0.90 1.51 1314.36 1.00 2785 86 49 3 FALSE 0.31
non-small cell lung cancer KRAS_12C YAP1 Any deletion 585 53 -0.17 -1.04 0.58 1491.91 1.00 3879 579 47 6 FALSE 0.16
non-small cell lung cancer KRAS_12C CTNNA1 Any deletion 146 86 -0.31 -1.04 0.37 1277.19 1.00 772 136 76 10 FALSE 0.42
colorectal cancer KRAS_12C ETV4 Any deletion 56 80 0.06 -1.26 1.17 1252.54 1.00 1704 53 77 3 FALSE 0.04
colorectal cancer KRAS_12C EWSR1 Any deletion 56 214 0.17 -0.64 0.85 1484.85 1.00 1575 48 206 8 TRUE 0.19
non-small cell lung cancer KRAS_12C EWSR1 Any deletion 361 136 0.22 -0.27 0.66 1429.84 1.00 2237 339 114 22 TRUE 0.45
colorectal cancer KRAS_12C FANCD2 Any deletion 56 88 1.27 0.45 2.01 1382.14 1.00 1704 47 79 9 TRUE 2.87
non-small cell lung cancer KRAS_12C FANCD2 Any deletion 361 300 0.05 -0.31 0.37 1488.86 1.00 2100 320 259 41 TRUE 0.11
non-small cell lung cancer KRAS_12C FANCI Any deletion 146 62 0.08 -0.64 0.72 1494.84 1.00 804 136 52 10 TRUE 0.09
non-small cell lung cancer KRAS_12C KAT6A Any deletion 146 112 -0.43 -1.09 0.17 883.39 1.00 748 134 100 12 FALSE 0.74
colorectal cancer KRAS_12C MYCL Any deletion 123 163 0.36 -0.50 1.07 1460.74 1.00 3797 116 156 7 FALSE 0.44
non-small cell lung cancer KRAS_12C MYCL Any deletion 821 111 0.66 0.20 1.11 1544.51 1.00 5547 796 86 25 FALSE 2.43
non-small cell lung cancer KRAS_12C RPA1 Any deletion 146 164 0.46 0.04 0.88 387.27 1.01 717 113 131 33 FALSE 1.46
colorectal cancer KRAS_12C FAS Any deletion 53 196 0.38 -0.43 1.09 1457.85 1.00 1530 44 187 9 FALSE 0.49
non-small cell lung cancer KRAS_12C FAS Any deletion 359 178 -0.46 -0.97 0.02 1364.33 1.00 2153 343 162 16 FALSE 1.13
colorectal cancer KRAS_12C GATA4 Any deletion 53 602 0.34 -0.23 0.89 1636.43 1.00 1138 30 579 23 FALSE 0.65
non-small cell lung cancer KRAS_12C GATA4 Any deletion 359 481 -0.26 -0.56 0.03 1511.65 1.00 1887 306 428 53 FALSE 1.07
colorectal cancer KRAS_12C GATA6 Any deletion 53 521 -0.10 -0.73 0.48 1298.13 1.00 1211 38 506 15 FALSE 0.13
non-small cell lung cancer KRAS_12C GATA6 Any deletion 359 216 -0.15 -0.59 0.26 1478.48 1.00 2125 333 190 26 FALSE 0.31
colorectal cancer KRAS_12C PDCD1LG2 Any deletion 88 82 0.31 -0.77 1.21 1500.07 1.00 2736 84 78 4 FALSE 0.27
non-small cell lung cancer KRAS_12C PDCD1LG2 Any deletion 599 329 0.00 -0.34 0.31 1563.15 1.00 3691 556 286 43 FALSE 0.01
colorectal cancer KRAS_12C PPARG Any deletion 84 69 1.15 0.27 1.93 1527.73 1.00 2594 77 62 7 FALSE 2.15
non-small cell lung cancer KRAS_12C PPARG Any deletion 547 251 0.03 -0.34 0.41 1415.32 1.00 3316 513 217 34 FALSE 0.05
non-small cell lung cancer KRAS_12C QKI Any deletion 307 217 0.16 -0.21 0.52 466.60 1.00 1681 272 182 35 FALSE 0.41
colorectal cancer KRAS_12C TP53BP1 Any deletion 63 110 -0.51 -1.91 0.62 1534.89 1.00 1919 61 108 2 FALSE 0.36
non-small cell lung cancer KRAS_12C TP53BP1 Any deletion 384 113 0.29 -0.21 0.75 1459.74 1.00 2381 364 93 20 FALSE 0.61
non-small cell lung cancer KRAS_12C ZNRF3 Any deletion 196 56 0.44 -0.25 1.05 607.15 1.01 1219 185 45 11 FALSE 0.84
non-small cell lung cancer KRAS_12C BCL2L12 Any deletion 340 160 -0.50 -1.06 0.02 1279.32 1.00 2010 325 145 15 FALSE 1.13
non-small cell lung cancer KRAS_12C BUB1B Any deletion 340 227 -0.05 -0.46 0.34 1221.88 1.00 1958 310 197 30 TRUE 0.08
non-small cell lung cancer KRAS_12C CD58 Any deletion 215 90 0.51 -0.05 0.99 165.71 1.01 1430 198 73 17 FALSE 1.13
non-small cell lung cancer KRAS_12C CIITA Any deletion 340 61 -0.65 -1.74 0.23 1204.02 1.00 2099 335 56 5 FALSE 0.72
non-small cell lung cancer KRAS_12C GSTM5 Any deletion 215 108 0.48 -0.10 0.97 1364.86 1.00 1415 195 88 20 FALSE 1.16
non-small cell lung cancer KRAS_12C KDM6B Any deletion 215 291 -0.56 -1.02 -0.14 1444.73 1.00 1236 191 267 24 FALSE 1.90
non-small cell lung cancer KRAS_12C PRAME Any deletion 215 60 0.17 -0.61 0.87 1157.86 1.00 1452 206 51 9 FALSE 0.19
non-small cell lung cancer KRAS_12C PRF1 Any deletion 340 142 -0.40 -1.01 0.14 621.36 1.00 2027 326 128 14 FALSE 0.75
non-small cell lung cancer KRAS_12C PRKCZ Any deletion 215 95 0.47 -0.06 1.00 74.08 1.04 1426 197 77 18 FALSE 1.13
non-small cell lung cancer KRAS_12C PRPF8 Any deletion 215 260 -0.52 -1.00 -0.08 1480.44 1.00 1265 193 238 22 FALSE 1.55
non-small cell lung cancer KRAS_12C RPL26 Any deletion 215 251 -0.47 -0.92 -0.03 1358.92 1.00 1274 193 229 22 FALSE 1.41
non-small cell lung cancer KRAS_12C SETBP1 Any deletion 349 348 -0.26 -0.61 0.09 1232.89 1.00 1918 310 309 39 FALSE 0.85
non-small cell lung cancer KRAS_12C SMC3 Any deletion 340 181 -0.79 -1.40 -0.25 672.43 1.00 1987 327 168 13 FALSE 2.10
non-small cell lung cancer KRAS_12C WRN Any deletion 340 510 -0.13 -0.44 0.15 1335.96 1.00 1709 276 446 64 TRUE 0.42
non-small cell lung cancer KRAS_12C XPC Any deletion 340 304 -0.09 -0.47 0.26 1339.27 1.00 1890 301 265 39 TRUE 0.21
non-small cell lung cancer KRAS_12C DEPDC5 Any deletion 163 74 0.20 -0.45 0.81 1060.59 1.00 989 151 62 12 FALSE 0.27
non-small cell lung cancer KRAS_12C SS18 Any deletion 288 236 -0.37 -0.78 0.05 1055.19 1.00 1493 262 210 26 FALSE 1.05
non-small cell lung cancer KRAS_12C COL7A1 Any deletion 125 137 -0.13 -0.58 0.41 52.17 1.05 536 104 116 21 FALSE 0.24
non-small cell lung cancer KRAS_12C DMC1 Any deletion 125 54 0.55 -0.14 1.12 205.91 1.01 611 112 41 13 FALSE 1.09
non-small cell lung cancer KRAS_12C ERCC6 Any deletion 125 57 -0.84 -1.89 0.07 657.80 1.00 600 120 52 5 FALSE 1.00
non-small cell lung cancer KRAS_12C FAH Any deletion 125 68 -0.03 -0.76 0.60 1478.52 1.00 595 114 57 11 FALSE 0.04
non-small cell lung cancer KRAS_12C FAN1 Any deletion 125 113 -0.04 -0.56 0.48 676.30 1.01 557 107 95 18 FALSE 0.06
non-small cell lung cancer KRAS_12C HABP2 Any deletion 125 71 -1.35 -2.50 -0.38 1449.33 1.00 585 121 67 4 FALSE 1.81
non-small cell lung cancer KRAS_12C HELQ Any deletion 125 61 -0.90 -2.02 -0.02 858.16 1.00 596 120 56 5 FALSE 1.12
non-small cell lung cancer KRAS_12C ITK Any deletion 125 76 -0.75 -1.37 0.24 2.07 1.85 585 116 67 9 FALSE 0.78
non-small cell lung cancer KRAS_12C KAT6B Any deletion 125 66 -1.24 -2.40 -0.33 1426.15 1.00 590 121 62 4 FALSE 1.63
non-small cell lung cancer KRAS_12C KIF1B Any deletion 125 61 0.36 -0.34 0.99 1290.72 1.01 604 112 48 13 FALSE 0.55
non-small cell lung cancer KRAS_12C KLLN Any deletion 125 79 -0.99 -1.86 -0.16 967.45 1.00 579 119 73 6 FALSE 1.59
non-small cell lung cancer KRAS_12C MCM8 Any deletion 125 56 -1.10 -2.33 -0.09 812.42 1.00 600 121 52 4 FALSE 1.30
non-small cell lung cancer KRAS_12C MLH3 Any deletion 125 52 0.05 -0.73 0.80 1540.36 1.00 609 116 43 9 FALSE 0.05
non-small cell lung cancer KRAS_12C MTAP Any deletion 134 206 -0.03 -0.49 0.41 1259.01 1.00 550 102 174 32 FALSE 0.05
non-small cell lung cancer KRAS_12C NEIL1 Any deletion 125 72 0.04 -0.69 0.66 1228.93 1.00 592 113 60 12 FALSE 0.04
non-small cell lung cancer KRAS_12C NEIL2 Any deletion 125 200 -0.40 -0.85 0.07 1384.12 1.00 477 100 175 25 FALSE 1.02
non-small cell lung cancer KRAS_12C NEIL3 Any deletion 125 77 -0.19 -0.92 0.41 1265.69 1.00 586 114 66 11 FALSE 0.25
non-small cell lung cancer KRAS_12C NRG1 Any deletion 134 174 0.02 -0.45 0.48 816.50 1.00 578 106 146 28 FALSE 0.03
non-small cell lung cancer KRAS_12C NT5C2 Any deletion 125 72 -1.08 -2.16 -0.24 191.11 1.01 585 120 67 5 FALSE 1.49
non-small cell lung cancer KRAS_12C PML Any deletion 125 72 0.13 -0.53 0.74 973.05 1.00 593 112 59 13 FALSE 0.16
non-small cell lung cancer KRAS_12C POLB Any deletion 125 111 -0.56 -1.18 -0.01 381.62 1.01 553 113 99 12 FALSE 1.16
non-small cell lung cancer KRAS_12C PTK2B Any deletion 125 211 -0.21 -0.69 0.25 1273.66 1.00 471 95 181 30 FALSE 0.41
non-small cell lung cancer KRAS_12C RBBP8 Any deletion 125 85 -0.58 -1.37 0.13 1317.39 1.00 576 116 76 9 FALSE 0.90
non-small cell lung cancer KRAS_12C RHOH Any deletion 125 57 -1.93 -3.65 -0.58 370.45 1.01 597 123 55 2 FALSE 1.80
non-small cell lung cancer KRAS_12C SLC34A2 Any deletion 125 68 -1.68 -3.19 -0.60 1450.18 1.00 587 122 65 3 FALSE 2.02
non-small cell lung cancer KRAS_12C TAL1 Any deletion 125 60 0.40 -0.27 1.02 160.48 1.01 605 112 47 13 FALSE 0.61
non-small cell lung cancer KRAS_12C TLX3 Any deletion 125 65 -0.40 -1.29 0.33 660.43 1.00 595 117 57 8 FALSE 0.49
non-small cell lung cancer KRAS_12C UIMC1 Any deletion 134 65 -0.50 -1.37 0.26 1516.22 1.00 666 127 58 7 FALSE 0.64
non-small cell lung cancer KRAS_12C UROD Any deletion 125 52 0.47 -0.26 1.12 1091.29 1.00 612 113 40 12 FALSE 0.75
non-small cell lung cancer KRAS_12C USP28 Any deletion 134 72 0.06 -0.68 0.68 1306.22 1.00 664 122 60 12 FALSE 0.06
non-small cell lung cancer KRAS_12C USP8 Any deletion 288 91 0.30 -0.26 0.84 1335.87 1.00 1629 271 74 17 FALSE 0.56
non-small cell lung cancer KRAS_12C XRCC4 Any deletion 125 112 -0.52 -1.14 0.05 448.46 1.01 552 113 100 12 FALSE 1.00
non-small cell lung cancer KRAS_12C XRCC6 Any deletion 125 55 0.49 -0.19 1.14 1342.93 1.00 610 112 42 13 FALSE 0.83
colorectal cancer KRAS_12C FAM175A Any deletion 95 130 -0.12 -1.21 0.78 1296.24 1.00 2974 91 126 4 FALSE 0.09
non-small cell lung cancer KRAS_12C FAM175A Any deletion 604 62 -0.37 -1.18 0.34 1305.91 1.00 4030 598 56 6 FALSE 0.44
colorectal cancer KRAS_12C MRE11A Any deletion 98 53 0.41 -0.86 1.51 1454.51 1.00 3116 95 50 3 FALSE 0.30
non-small cell lung cancer KRAS_12C MRE11A Any deletion 606 54 0.00 -0.79 0.68 1510.95 1.00 4083 599 47 7 FALSE 0.00
colorectal cancer KRAS_12C WHSC1 Any deletion 57 135 0.26 -0.71 1.08 1564.90 1.00 1632 51 129 6 FALSE 0.25
non-small cell lung cancer KRAS_12C WHSC1 Any deletion 365 65 -0.45 -1.31 0.28 1458.30 1.00 2255 359 59 6 FALSE 0.55
colorectal cancer KRAS_12C WHSC1L1 Any deletion 59 166 -0.57 -1.68 0.38 1387.12 1.00 1706 56 163 3 FALSE 0.55
non-small cell lung cancer KRAS_12C WHSC1L1 Any deletion 374 152 0.16 -0.31 0.60 1520.60 1.00 2258 350 128 24 FALSE 0.30
non-small cell lung cancer KRAS_12C CDK8 Any deletion 606 165 0.04 -0.44 0.47 1530.64 1.00 3979 584 143 22 FALSE 0.06
non-small cell lung cancer KRAS_12C FANCC Any deletion 821 177 -0.02 -0.44 0.45 86.35 1.03 5471 798 154 23 TRUE 0.03
non-small cell lung cancer KRAS_12C GNAQ Any deletion 835 195 -0.07 -0.50 0.36 968.59 1.00 5515 811 171 24 TRUE 0.13
non-small cell lung cancer KRAS_12C HRAS Any deletion 835 105 -0.57 -1.17 0.13 47.51 1.05 5590 826 96 9 TRUE 1.03
non-small cell lung cancer KRAS_12C KLF4 Any deletion 585 73 -0.26 -1.16 0.42 790.07 1.00 3861 577 65 8 FALSE 0.30
non-small cell lung cancer KRAS_12C LMO1 Any deletion 821 100 -0.46 -1.19 0.19 1348.80 1.00 5534 812 91 9 FALSE 0.74
non-small cell lung cancer KRAS_12C PAX5 Any deletion 821 241 0.01 -0.37 0.38 1173.18 1.00 5415 790 210 31 TRUE 0.02
non-small cell lung cancer KRAS_12C TNFAIP3 Any deletion 821 249 0.16 -0.18 0.50 1075.94 1.00 5413 784 212 37 TRUE 0.46
non-small cell lung cancer KRAS_12C ARHGEF12 Any deletion 134 62 0.15 -0.55 0.84 886.68 1.00 673 123 51 11 FALSE 0.17
non-small cell lung cancer KRAS_12C CBFA2T3 Any deletion 125 97 -0.16 -0.76 0.42 1353.15 1.00 569 111 83 14 FALSE 0.23
non-small cell lung cancer KRAS_12C CDKN1C Any deletion 340 111 -0.55 -1.23 0.08 544.40 1.01 2054 330 101 10 FALSE 0.93
non-small cell lung cancer KRAS_12C MYB Any deletion 359 246 0.10 -0.25 0.45 823.82 1.00 2105 323 210 36 FALSE 0.22
non-small cell lung cancer KRAS_12C FANCF Any deletion 361 91 -0.60 -1.19 0.13 17.89 1.07 2268 353 83 8 TRUE 1.20
non-small cell lung cancer KRAS_12C FANCG Any deletion 361 243 0.02 -0.37 0.40 1339.63 1.00 2141 328 210 33 TRUE 0.04
non-small cell lung cancer KRAS_12C CYLD Any deletion 599 156 0.28 -0.17 0.67 1432.85 1.00 3847 573 130 26 FALSE 0.70
non-small cell lung cancer KRAS_12C GALNT12 Any deletion 144 72 -0.12 -0.84 0.54 1491.05 1.00 750 134 62 10 FALSE 0.14
non-small cell lung cancer KRAS_12C XPA Any deletion 340 177 -0.11 -0.53 0.34 269.24 1.01 2001 317 154 23 TRUE 0.20
non-small cell lung cancer KRAS_12C DOCK8 Any deletion 125 142 -0.01 -0.52 0.45 682.98 1.00 533 102 119 23 FALSE 0.01
non-small cell lung cancer KRAS_12C HMBS Any deletion 125 65 0.01 -0.89 0.72 204.37 1.01 598 114 54 11 FALSE 0.01
non-small cell lung cancer KRAS_12C OGG1 Any deletion 125 131 0.06 -0.46 0.56 1049.70 1.00 543 103 109 22 FALSE 0.09
non-small cell lung cancer KRAS_12C TAL2 Any deletion 125 75 -0.44 -1.22 0.26 1356.61 1.00 586 116 66 9 FALSE 0.61
non-small cell lung cancer KRAS_12C AKT2 Any deletion 821 105 -0.63 -1.42 0.07 1452.86 1.00 5536 813 97 8 TRUE 0.99
non-small cell lung cancer KRAS_12C BCL6 Any deletion 821 129 0.55 0.10 0.97 1606.03 1.00 5522 795 103 26 FALSE 1.89
non-small cell lung cancer KRAS_12C CALR Any deletion 550 114 0.61 0.14 1.07 1422.39 1.00 3496 525 89 25 TRUE 2.04
non-small cell lung cancer KRAS_12C CBFB Any deletion 606 64 0.18 -0.57 0.87 656.94 1.00 4068 596 54 10 FALSE 0.20
non-small cell lung cancer KRAS_12C CCND2 Any deletion 821 152 0.07 -0.41 0.49 595.20 1.00 5502 800 131 21 FALSE 0.11
non-small cell lung cancer KRAS_12C CCNE1 Any deletion 821 85 -0.94 -1.95 -0.09 1443.68 1.00 5553 816 80 5 TRUE 1.26
non-small cell lung cancer KRAS_12C CDK6 Any deletion 821 53 -0.72 -1.87 0.26 1305.71 1.00 5584 817 49 4 TRUE 0.75
non-small cell lung cancer KRAS_12C CEBPA Any deletion 786 86 -0.28 -0.98 0.35 813.80 1.00 5207 777 77 9 TRUE 0.36
non-small cell lung cancer KRAS_12C CRLF2 Any deletion 821 81 -0.70 -1.64 0.09 1557.10 1.00 5550 815 75 6 FALSE 0.94
non-small cell lung cancer KRAS_12C ERCC4 Any deletion 819 51 -0.69 -2.09 0.29 440.64 1.01 5542 815 47 4 TRUE 0.63
non-small cell lung cancer KRAS_12C EZH2 Any deletion 835 64 -0.66 -1.72 0.23 1248.09 1.00 5627 830 59 5 TRUE 0.74
non-small cell lung cancer KRAS_12C GATA2 Any deletion 606 56 -0.08 -0.95 0.67 1452.78 1.00 4081 599 49 7 TRUE 0.07
non-small cell lung cancer KRAS_12C IDH1 Any deletion 835 51 -0.74 -2.09 0.28 66.97 1.04 5639 831 47 4 TRUE 0.64
non-small cell lung cancer KRAS_12C MAP2K2 Any deletion 606 126 0.28 -0.12 0.79 19.36 1.09 4026 584 104 22 FALSE 0.58
non-small cell lung cancer KRAS_12C PNRC1 Any deletion 696 152 -0.01 -0.50 0.47 1172.84 1.00 4840 677 133 19 FALSE 0.01
non-small cell lung cancer KRAS_12C PPP2R1A Any deletion 606 78 -0.30 -1.07 0.37 1280.45 1.00 4060 598 70 8 FALSE 0.37
non-small cell lung cancer KRAS_12C PTPN11 Any deletion 835 88 -0.41 -1.21 0.30 164.05 1.02 5606 827 80 8 TRUE 0.51
non-small cell lung cancer KRAS_12C RAD52 Any deletion 606 62 0.35 -0.37 0.99 1139.05 1.00 4071 595 51 11 FALSE 0.51
non-small cell lung cancer KRAS_12C RHEB Any deletion 713 55 -0.54 -1.59 0.37 1129.83 1.00 4594 708 50 5 FALSE 0.54
non-small cell lung cancer KRAS_12C SOCS1 Any deletion 821 56 -0.75 -1.88 0.23 1426.90 1.00 5573 817 52 4 FALSE 0.78
non-small cell lung cancer KRAS_12C SOX2 Any deletion 821 109 0.36 -0.14 0.93 4.47 1.28 5537 800 88 21 FALSE 0.53
non-small cell lung cancer KRAS_12C SYK Any deletion 696 98 0.05 -0.60 0.58 1446.43 1.00 4888 683 85 13 FALSE 0.06
non-small cell lung cancer KRAS_12C ZRSR2 Any deletion 765 57 -1.16 -2.56 -0.07 1319.22 1.00 5034 762 54 3 FALSE 1.17
non-small cell lung cancer KRAS_12C ETV5 Any deletion 361 120 0.45 -0.03 0.89 1397.83 1.00 2254 338 97 23 TRUE 1.21
non-small cell lung cancer KRAS_12C PRKDC Any deletion 361 99 -1.18 -2.14 -0.33 1375.01 1.00 2257 356 94 5 FALSE 1.92
non-small cell lung cancer KRAS_12C PRKCI Any deletion 599 87 0.31 -0.30 0.86 1448.36 1.00 3905 584 72 15 FALSE 0.56
non-small cell lung cancer KRAS_12C CBLB Any deletion 340 141 0.52 0.08 0.94 1246.60 1.00 2043 311 112 29 FALSE 1.75
non-small cell lung cancer KRAS_12C CDK1 Any deletion 215 64 -0.21 -1.12 0.58 920.62 1.00 1446 208 57 7 FALSE 0.20
non-small cell lung cancer KRAS_12C CDK9 Any deletion 215 89 0.11 -0.49 0.76 100.29 1.04 1427 202 76 13 FALSE 0.12
non-small cell lung cancer KRAS_12C CRTC1 Any deletion 340 233 0.11 -0.27 0.48 1534.99 1.00 1957 305 198 35 FALSE 0.24
non-small cell lung cancer KRAS_12C CUX1 Any deletion 340 65 -0.54 -1.47 0.26 1254.23 1.00 2096 334 59 6 FALSE 0.64
non-small cell lung cancer KRAS_12C DDB2 Any deletion 340 76 -0.70 -1.67 0.12 1507.20 1.00 2085 334 70 6 TRUE 0.97
non-small cell lung cancer KRAS_12C EXT2 Any deletion 340 79 -0.40 -1.21 0.29 1092.81 1.00 2084 332 71 8 TRUE 0.51
non-small cell lung cancer KRAS_12C LMO2 Any deletion 340 87 -1.30 -2.54 -0.42 1014.94 1.01 2072 336 83 4 FALSE 1.80
non-small cell lung cancer KRAS_12C LMO3 Any deletion 215 59 -0.54 -1.54 0.35 396.00 1.01 1449 210 54 5 FALSE 0.55
non-small cell lung cancer KRAS_12C MECOM Any deletion 349 83 0.41 -0.18 0.96 1588.39 1.00 2160 333 67 16 FALSE 0.78
non-small cell lung cancer KRAS_12C MYBL1 Any deletion 340 70 -0.62 -1.48 0.22 1218.92 1.00 2091 334 64 6 FALSE 0.78
non-small cell lung cancer KRAS_12C NFKBIZ Any deletion 340 130 0.48 0.01 0.93 1301.34 1.00 2051 314 104 26 FALSE 1.50
non-small cell lung cancer KRAS_12C PSMD13 Any deletion 215 54 -0.72 -1.89 0.21 1291.52 1.00 1453 211 50 4 FALSE 0.75
non-small cell lung cancer KRAS_12C RBL2 Any deletion 215 96 0.35 -0.28 0.90 1383.09 1.00 1423 199 80 16 FALSE 0.62
non-small cell lung cancer KRAS_12C RHPN2 Any deletion 215 57 -0.89 -1.87 0.16 36.17 1.05 1450 211 53 4 FALSE 0.91
non-small cell lung cancer KRAS_12C SBDS Any deletion 340 58 -0.21 -1.11 0.55 1177.16 1.00 2104 333 51 7 TRUE 0.21
non-small cell lung cancer KRAS_12C STAG1 Any deletion 215 59 0.79 0.16 1.42 1030.41 1.00 1458 201 45 14 FALSE 1.83
non-small cell lung cancer KRAS_12C STAT6 Any deletion 340 52 -1.61 -3.41 -0.31 1361.74 1.00 2105 338 50 2 FALSE 1.39
non-small cell lung cancer KRAS_12C ZNF708 Any deletion 215 136 -0.19 -0.80 0.33 1177.38 1.00 1382 200 121 15 FALSE 0.29
non-small cell lung cancer KRAS_12C CADM2 Any deletion 163 118 -0.18 -0.80 0.38 1401.65 1.00 947 149 104 14 FALSE 0.26
non-small cell lung cancer KRAS_12C KCNIP1 Any deletion 163 60 -1.73 -3.42 -0.23 698.65 1.00 993 161 58 2 FALSE 1.59
non-small cell lung cancer KRAS_12C NPRL2 Any deletion 163 154 -0.35 -0.90 0.21 1144.59 1.00 913 147 138 16 FALSE 0.68
non-small cell lung cancer KRAS_12C SLITRK6 Any deletion 163 115 -0.16 -0.82 0.42 1105.35 1.00 950 149 101 14 FALSE 0.22
non-small cell lung cancer KRAS_12C SQSTM1 Any deletion 163 63 -1.78 -3.65 -0.51 679.32 1.00 990 161 61 2 FALSE 1.48
non-small cell lung cancer KRAS_12C TLR4 Any deletion 163 78 -0.11 -0.90 0.57 1540.41 1.00 983 153 68 10 FALSE 0.12
non-small cell lung cancer KRAS_12C ARHGAP35 Any deletion 125 79 -0.34 -1.07 0.32 1376.92 1.00 583 115 69 10 FALSE 0.47
non-small cell lung cancer KRAS_12C BABAM1 Any deletion 365 97 0.51 -0.01 0.99 1315.43 1.00 2237 345 77 20 FALSE 1.28
non-small cell lung cancer KRAS_12C BRD3 Any deletion 134 62 -0.37 -1.12 0.41 32.38 1.11 670 126 54 8 FALSE 0.42
non-small cell lung cancer KRAS_12C DCLRE1C Any deletion 125 57 -0.82 -1.82 0.05 1419.62 1.00 600 120 52 5 FALSE 1.07
non-small cell lung cancer KRAS_12C ELANE Any deletion 125 112 0.05 -0.47 0.57 1514.62 1.00 559 106 93 19 FALSE 0.07
non-small cell lung cancer KRAS_12C ENG Any deletion 125 63 -0.53 -1.44 0.20 1287.75 1.00 596 118 56 7 FALSE 0.67
non-small cell lung cancer KRAS_12C ERCC1 Any deletion 125 69 -0.82 -1.75 -0.01 1269.78 1.00 589 119 63 6 TRUE 1.15
non-small cell lung cancer KRAS_12C KCNQ1 Any deletion 125 55 -0.53 -1.48 0.28 1288.94 1.00 603 119 49 6 FALSE 0.66
non-small cell lung cancer KRAS_12C KLF2 Any deletion 125 99 0.44 -0.08 0.95 1317.76 1.00 575 103 77 22 FALSE 0.97
non-small cell lung cancer KRAS_12C LIG4 Any deletion 125 128 -0.13 -0.66 0.39 1170.21 1.00 543 106 109 19 FALSE 0.19
non-small cell lung cancer KRAS_12C MAF Any deletion 125 86 0.09 -0.52 0.68 1199.30 1.00 581 110 71 15 FALSE 0.12
non-small cell lung cancer KRAS_12C MBD4 Any deletion 125 58 -0.38 -1.26 0.40 1181.37 1.00 601 118 51 7 FALSE 0.43
non-small cell lung cancer KRAS_12C PNKP Any deletion 125 85 -0.58 -1.33 0.12 1517.08 1.00 576 116 76 9 FALSE 0.95
non-small cell lung cancer KRAS_12C POLQ Any deletion 125 56 -0.19 -1.02 0.56 1278.47 1.00 604 117 48 8 FALSE 0.20
non-small cell lung cancer KRAS_12C RSPO3 Any deletion 125 93 0.06 -0.55 0.62 1239.46 1.00 575 109 77 16 FALSE 0.08
non-small cell lung cancer KRAS_12C TOPBP1 Any deletion 125 53 -0.30 -1.18 0.48 1508.39 1.00 606 118 46 7 FALSE 0.33
non-small cell lung cancer KRAS_12C XRCC1 Any deletion 125 52 -0.69 -1.64 0.17 1043.90 1.00 605 120 47 5 TRUE 0.82
colorectal cancer RAS_13 AKT1 Any deletion 346 204 -0.36 -0.95 0.19 1384.80 1.00 3556 333 191 13 TRUE 0.66
non-small cell lung cancer RAS_13 AKT1 Any deletion 145 92 -0.88 -2.97 0.56 1397.97 1.00 6285 144 91 1 TRUE 0.48
colorectal cancer RAS_13 ALOX12B Any deletion 288 294 -0.17 -0.62 0.22 1462.98 1.00 2828 266 272 22 FALSE 0.36
non-small cell lung cancer RAS_13 ALOX12B Any deletion 126 273 -0.12 -0.96 0.62 1476.23 1.00 5276 120 267 6 FALSE 0.11
colorectal cancer RAS_13 AURKB Any deletion 342 585 -0.04 -0.36 0.25 1405.46 1.00 3195 294 537 48 FALSE 0.09
non-small cell lung cancer RAS_13 AURKB Any deletion 145 452 -0.18 -0.84 0.42 1495.68 1.00 5858 136 443 9 FALSE 0.23
colorectal cancer RAS_13 BAP1 Any deletion 342 95 -0.34 -1.18 0.37 1411.39 1.00 3645 336 89 6 TRUE 0.40
non-small cell lung cancer RAS_13 BAP1 Any deletion 145 348 -0.05 -0.83 0.59 1387.81 1.00 5969 137 340 8 TRUE 0.05
colorectal cancer RAS_13 BCL2 Any deletion 342 792 -0.33 -0.64 -0.04 1473.06 1.00 2992 290 740 52 TRUE 1.53
non-small cell lung cancer RAS_13 BCL2 Any deletion 145 373 -0.81 -1.83 0.02 1522.29 1.00 5932 141 369 4 TRUE 1.03
colorectal cancer RAS_13 BMPR1A Any deletion 336 188 -0.28 -0.92 0.25 1193.45 1.00 3517 323 175 13 TRUE 0.48
non-small cell lung cancer RAS_13 BMPR1A Any deletion 144 181 -1.23 -3.16 0.00 1533.30 1.00 6088 143 180 1 TRUE 0.90
colorectal cancer RAS_13 CBL Any deletion 342 99 -0.43 -1.29 0.26 1415.51 1.00 3641 336 93 6 TRUE 0.53
non-small cell lung cancer RAS_13 CBL Any deletion 145 133 -0.56 -1.99 0.57 1485.20 1.00 6178 143 131 2 TRUE 0.41
colorectal cancer RAS_13 CCND1 Any deletion 342 74 -0.93 -2.28 0.12 1431.00 1.00 3663 339 71 3 TRUE 0.85
colorectal cancer RAS_13 CD274 Any deletion 335 88 -0.82 -1.86 0.07 1469.14 1.00 3588 331 84 4 FALSE 0.96
non-small cell lung cancer RAS_13 CD274 Any deletion 144 341 -1.06 -2.21 -0.09 1531.14 1.00 5926 141 338 3 FALSE 1.24
colorectal cancer RAS_13 CD79B Any deletion 342 108 0.25 -0.37 0.85 875.36 1.01 3636 330 96 12 FALSE 0.39
colorectal cancer RAS_13 CDKN1B Any deletion 342 76 -0.82 -2.02 0.15 1251.14 1.00 3661 339 73 3 TRUE 0.88
non-small cell lung cancer RAS_13 CDKN1B Any deletion 145 184 -0.27 -1.34 0.66 1538.36 1.00 6129 141 180 4 TRUE 0.22
colorectal cancer RAS_13 CDKN2C Any deletion 342 177 -0.55 -1.26 0.04 1611.37 1.00 3564 333 168 9 TRUE 1.00
non-small cell lung cancer RAS_13 CDKN2C Any deletion 145 140 0.02 -1.13 0.93 1551.17 1.00 6165 141 136 4 TRUE 0.01
colorectal cancer RAS_13 CHEK1 Any deletion 282 53 -0.29 -1.37 0.68 1547.74 1.00 2933 278 49 4 FALSE 0.24
non-small cell lung cancer RAS_13 CHEK1 Any deletion 111 66 -0.60 -2.42 0.83 1484.25 1.00 4560 110 65 1 FALSE 0.32
colorectal cancer RAS_13 CHEK2 Any deletion 342 214 -0.19 -0.74 0.33 1423.76 1.00 3536 326 198 16 TRUE 0.32
non-small cell lung cancer RAS_13 CHEK2 Any deletion 145 135 -1.03 -2.87 0.21 1505.23 1.00 6175 144 134 1 TRUE 0.72
colorectal cancer RAS_13 CRKL Any deletion 342 203 -0.30 -0.90 0.24 1500.74 1.00 3543 328 189 14 FALSE 0.50
non-small cell lung cancer RAS_13 CRKL Any deletion 145 104 -2.37 -7.49 -0.06 1449.87 1.00 6197 145 104 0 FALSE 0.66
colorectal cancer RAS_13 CSF3R Any deletion 273 180 -0.52 -1.26 0.08 1205.59 1.00 2918 264 171 9 FALSE 0.89
non-small cell lung cancer RAS_13 CSF3R Any deletion 122 108 0.24 -1.01 1.24 1579.06 1.00 5123 118 104 4 FALSE 0.17
colorectal cancer RAS_13 ERCC2 Any deletion 342 52 -0.38 -1.71 0.63 1550.36 1.00 3685 339 49 3 TRUE 0.29
non-small cell lung cancer RAS_13 ERCC2 Any deletion 145 142 0.47 -0.44 1.26 1360.76 1.00 6173 139 136 6 TRUE 0.56
colorectal cancer RAS_13 ERG Any deletion 326 106 -0.60 -1.58 0.18 1494.45 1.00 3483 321 101 5 FALSE 0.74
non-small cell lung cancer RAS_13 ERG Any deletion 133 79 0.21 -1.06 1.28 1328.12 1.00 5733 130 76 3 FALSE 0.14
colorectal cancer RAS_13 ETV6 Any deletion 342 63 -1.54 -3.54 -0.20 1611.99 1.00 3670 341 62 1 FALSE 1.12
non-small cell lung cancer RAS_13 ETV6 Any deletion 145 153 -0.17 -1.38 0.77 1352.50 1.00 6152 141 149 4 FALSE 0.12
colorectal cancer RAS_13 FAM46C Any deletion 342 162 -0.51 -1.23 0.17 1498.51 1.00 3579 333 153 9 FALSE 0.83
non-small cell lung cancer RAS_13 FAM46C Any deletion 145 182 -0.47 -1.62 0.45 1633.46 1.00 6122 142 179 3 FALSE 0.41
colorectal cancer RAS_13 FOXA1 Any deletion 251 120 -0.68 -1.56 0.10 1354.63 1.00 2558 245 114 6 FALSE 0.97
colorectal cancer RAS_13 GNA11 Any deletion 346 94 -1.35 -2.88 -0.25 1445.21 1.00 3655 344 92 2 TRUE 1.38
non-small cell lung cancer RAS_13 GNA11 Any deletion 145 311 0.13 -0.68 0.78 1325.37 1.00 6074 136 302 9 TRUE 0.13
colorectal cancer RAS_13 GREM1 Any deletion 275 105 -0.58 -1.51 0.21 1545.03 1.00 2821 269 99 6 FALSE 0.74
non-small cell lung cancer RAS_13 GREM1 Any deletion 110 108 -0.93 -2.67 0.45 1634.21 1.00 4473 109 107 1 FALSE 0.63
colorectal cancer RAS_13 H3F3B Any deletion 229 54 0.22 -0.71 1.01 1418.84 1.00 2437 223 48 6 TRUE 0.20
colorectal cancer RAS_13 ID3 Any deletion 289 277 -0.23 -0.74 0.25 1343.65 1.00 2979 270 258 19 FALSE 0.45
non-small cell lung cancer RAS_13 ID3 Any deletion 134 166 -0.07 -1.14 0.85 1570.93 1.00 5557 130 162 4 FALSE 0.05
colorectal cancer RAS_13 IDH2 Any deletion 346 164 -0.15 -0.77 0.39 1328.24 1.00 3596 333 151 13 TRUE 0.22
non-small cell lung cancer RAS_13 IDH2 Any deletion 145 148 -1.02 -2.87 0.25 1551.55 1.00 6229 144 147 1 TRUE 0.68
colorectal cancer RAS_13 KRAS Any deletion 346 56 -1.53 -3.56 -0.14 1416.13 1.00 3692 345 55 1 TRUE 1.16
non-small cell lung cancer RAS_13 KRAS Any deletion 145 98 -0.61 -2.22 0.75 1063.68 1.00 6280 143 96 2 TRUE 0.37
colorectal cancer RAS_13 MAP2K1 Any deletion 342 186 -0.38 -1.02 0.17 1552.05 1.00 3560 330 174 12 TRUE 0.67
non-small cell lung cancer RAS_13 MAP2K1 Any deletion 145 157 -1.17 -3.09 0.21 1384.14 1.00 6153 144 156 1 TRUE 0.80
colorectal cancer RAS_13 MAPK1 Any deletion 311 210 -0.25 -0.87 0.27 1505.05 1.00 3231 296 195 15 FALSE 0.42
non-small cell lung cancer RAS_13 MAPK1 Any deletion 143 110 -2.45 -7.34 -0.11 1430.43 1.00 5984 143 110 0 FALSE 0.65
colorectal cancer RAS_13 MEF2B Any deletion 342 57 -0.49 -1.74 0.48 1533.86 1.00 3678 339 54 3 FALSE 0.41
non-small cell lung cancer RAS_13 MEF2B Any deletion 145 247 0.55 -0.14 1.12 1491.76 1.00 6064 135 237 10 FALSE 1.01
colorectal cancer RAS_13 MEN1 Any deletion 342 87 -0.67 -1.76 0.18 1158.99 1.00 3649 338 83 4 TRUE 0.75
non-small cell lung cancer RAS_13 MEN1 Any deletion 145 70 -0.17 -1.65 1.13 1459.50 1.00 6233 143 68 2 TRUE 0.09
colorectal cancer RAS_13 MPL Any deletion 346 152 -0.43 -1.15 0.19 1704.72 1.00 3602 337 143 9 TRUE 0.67
non-small cell lung cancer RAS_13 MPL Any deletion 145 113 -0.46 -1.84 0.72 1409.06 1.00 6257 143 111 2 TRUE 0.30
colorectal cancer RAS_13 MUTYH Any deletion 342 158 -0.32 -1.01 0.27 1441.67 1.00 3584 332 148 10 TRUE 0.50
non-small cell lung cancer RAS_13 MUTYH Any deletion 145 121 -0.08 -1.29 0.94 1526.60 1.00 6183 142 118 3 TRUE 0.05
colorectal cancer RAS_13 MYD88 Any deletion 342 81 -0.58 -1.57 0.32 1566.62 1.00 3657 338 77 4 TRUE 0.62
non-small cell lung cancer RAS_13 MYD88 Any deletion 145 323 -0.02 -0.75 0.67 1477.39 1.00 5994 137 315 8 TRUE 0.02
colorectal cancer RAS_13 NEGR1 Any deletion 229 88 -0.30 -1.20 0.47 1377.97 1.00 2475 223 82 6 FALSE 0.32
non-small cell lung cancer RAS_13 NEGR1 Any deletion 103 70 -0.62 -2.60 0.78 1330.43 1.00 4481 102 69 1 FALSE 0.33
colorectal cancer RAS_13 NF2 Any deletion 342 218 -0.12 -0.63 0.35 1718.14 1.00 3533 325 201 17 TRUE 0.19
non-small cell lung cancer RAS_13 NF2 Any deletion 145 142 -0.55 -1.91 0.52 1574.86 1.00 6169 143 140 2 TRUE 0.42
colorectal cancer RAS_13 NFKBIA Any deletion 320 207 -0.54 -1.21 0.06 1546.90 1.00 3349 309 196 11 FALSE 1.03
colorectal cancer RAS_13 NPM1 Any deletion 346 127 -1.50 -2.74 -0.50 1476.27 1.00 3621 343 124 3 FALSE 2.01
non-small cell lung cancer RAS_13 NPM1 Any deletion 145 140 -1.45 -3.66 0.01 1506.24 1.00 6229 144 139 1 FALSE 1.00
colorectal cancer RAS_13 NRAS Any deletion 346 190 -0.55 -1.24 0.04 1441.34 1.00 3567 336 180 10 TRUE 1.04
non-small cell lung cancer RAS_13 NRAS Any deletion 145 209 -0.34 -1.39 0.54 1344.29 1.00 6171 141 205 4 TRUE 0.32
colorectal cancer RAS_13 PHOX2B Any deletion 311 236 -0.25 -0.80 0.26 1406.47 1.00 3204 295 220 16 TRUE 0.45
non-small cell lung cancer RAS_13 PHOX2B Any deletion 143 121 -0.10 -1.29 0.93 1494.11 1.00 5968 140 118 3 TRUE 0.07
colorectal cancer RAS_13 PPM1D Any deletion 229 51 0.28 -0.70 1.08 903.00 1.00 2440 223 45 6 FALSE 0.27
colorectal cancer RAS_13 PRDM1 Any deletion 342 71 0.05 -0.80 0.79 1333.23 1.00 3668 335 64 7 FALSE 0.04
non-small cell lung cancer RAS_13 PRDM1 Any deletion 145 282 -0.50 -1.60 0.34 1612.10 1.00 6023 141 278 4 FALSE 0.52
colorectal cancer RAS_13 PRKAR1A Any deletion 342 100 0.25 -0.43 0.81 263.45 1.01 3643 331 89 11 TRUE 0.33
colorectal cancer RAS_13 RAD51C Any deletion 282 53 0.23 -0.72 1.08 1444.87 1.00 2935 276 47 6 TRUE 0.22
colorectal cancer RAS_13 RAD51 Any deletion 282 116 -0.28 -1.07 0.36 1570.22 1.00 2874 274 108 8 FALSE 0.36
non-small cell lung cancer RAS_13 RAD51 Any deletion 111 118 -0.12 -1.30 0.90 1547.10 1.00 4510 108 115 3 FALSE 0.08
colorectal cancer RAS_13 RAF1 Any deletion 342 83 -0.42 -1.30 0.41 1702.44 1.00 3656 337 78 5 TRUE 0.46
non-small cell lung cancer RAS_13 RAF1 Any deletion 145 302 -0.08 -0.88 0.63 1173.32 1.00 6014 138 295 7 TRUE 0.08
colorectal cancer RAS_13 RARA Any deletion 342 92 0.49 -0.19 1.09 903.62 1.01 3652 330 80 12 FALSE 0.90
colorectal cancer RAS_13 RHOA Any deletion 251 53 0.20 -0.67 1.04 1254.84 1.00 2627 245 47 6 FALSE 0.19
non-small cell lung cancer RAS_13 RHOA Any deletion 109 140 -0.17 -1.40 0.77 1706.79 1.00 4273 106 137 3 FALSE 0.11
colorectal cancer RAS_13 RUNX1 Any deletion 342 112 -0.96 -2.00 -0.05 1567.79 1.00 3624 338 108 4 TRUE 1.25
non-small cell lung cancer RAS_13 RUNX1 Any deletion 145 99 -0.51 -2.06 0.77 1530.71 1.00 6204 143 97 2 TRUE 0.31
colorectal cancer RAS_13 SDHAF2 Any deletion 311 75 -1.18 -2.67 -0.09 1462.02 1.00 3351 309 73 2 TRUE 1.11
non-small cell lung cancer RAS_13 SDHAF2 Any deletion 143 56 -0.10 -1.93 1.28 1429.95 1.00 6032 141 54 2 TRUE 0.05
colorectal cancer RAS_13 SDHB Any deletion 335 266 -0.18 -0.65 0.28 1418.17 1.00 3425 316 247 19 FALSE 0.35
non-small cell lung cancer RAS_13 SDHB Any deletion 144 148 0.06 -0.96 0.94 1508.33 1.00 6120 140 144 4 FALSE 0.04
colorectal cancer RAS_13 SDHD Any deletion 335 113 -0.27 -1.00 0.42 1489.34 1.00 3567 327 105 8 FALSE 0.33
non-small cell lung cancer RAS_13 SDHD Any deletion 144 145 -0.54 -1.91 0.52 1569.65 1.00 6121 142 143 2 FALSE 0.42
colorectal cancer RAS_13 SMARCB1 Any deletion 346 217 -0.22 -0.76 0.27 1411.41 1.00 3546 330 201 16 TRUE 0.38
non-small cell lung cancer RAS_13 SMARCB1 Any deletion 145 118 -2.57 -7.98 -0.14 1488.83 1.00 6258 145 118 0 TRUE 0.68
colorectal cancer RAS_13 SRSF2 Any deletion 289 88 0.05 -0.80 0.76 952.11 1.00 3157 281 80 8 FALSE 0.05
colorectal cancer RAS_13 STAT3 Any deletion 313 88 0.74 0.10 1.31 1488.00 1.00 3413 299 74 14 FALSE 1.75
colorectal cancer RAS_13 SUFU Any deletion 342 169 -0.26 -0.92 0.29 1278.66 1.00 3575 330 157 12 TRUE 0.40
non-small cell lung cancer RAS_13 SUFU Any deletion 145 187 -1.31 -3.26 -0.01 1561.54 1.00 6115 144 186 1 TRUE 0.95
colorectal cancer RAS_13 SUZ12 Any deletion 311 91 0.60 -0.06 1.16 1486.98 1.00 3346 298 78 13 FALSE 1.29
colorectal cancer RAS_13 TMPRSS2 Any deletion 326 113 -0.47 -1.37 0.27 1351.93 1.00 3477 320 107 6 FALSE 0.58
non-small cell lung cancer RAS_13 TMPRSS2 Any deletion 133 82 0.14 -1.17 1.18 1481.16 1.00 5730 130 79 3 FALSE 0.09
colorectal cancer RAS_13 VHL Any deletion 346 85 -0.42 -1.34 0.40 1247.12 1.00 3665 341 80 5 TRUE 0.47
non-small cell lung cancer RAS_13 VHL Any deletion 145 307 0.05 -0.74 0.73 1606.89 1.00 6069 137 299 8 TRUE 0.05
colorectal cancer RAS_13 YAP1 Any deletion 251 52 -0.09 -1.22 0.82 1446.88 1.00 2625 246 47 5 FALSE 0.06
non-small cell lung cancer RAS_13 YAP1 Any deletion 109 53 -1.57 -5.53 0.53 1500.58 1.00 4349 109 53 0 FALSE 0.48
colorectal cancer RAS_13 CTNNA1 Any deletion 85 92 -2.56 -5.36 -0.78 1528.41 1.00 849 84 91 1 FALSE 1.49
colorectal cancer RAS_13 ETV4 Any deletion 145 80 0.84 0.21 1.42 1325.44 1.00 1625 132 67 13 FALSE 2.13
colorectal cancer RAS_13 EWSR1 Any deletion 145 214 -0.18 -0.77 0.36 1533.13 1.00 1493 130 199 15 TRUE 0.29
non-small cell lung cancer RAS_13 EWSR1 Any deletion 55 136 -0.44 -1.86 0.73 1586.39 1.00 2523 53 134 2 TRUE 0.30
colorectal cancer RAS_13 FANCD2 Any deletion 145 88 -0.17 -1.08 0.57 1487.66 1.00 1612 139 82 6 TRUE 0.16
non-small cell lung cancer RAS_13 FANCD2 Any deletion 55 300 0.23 -0.58 0.94 1521.04 1.00 2373 47 292 8 TRUE 0.27
colorectal cancer RAS_13 FANCI Any deletion 85 84 -0.09 -1.13 0.75 340.07 1.01 865 78 77 7 TRUE 0.07
colorectal cancer RAS_13 FANCM Any deletion 85 107 -0.33 -1.21 0.42 1404.84 1.00 840 78 100 7 TRUE 0.38
colorectal cancer RAS_13 KAT6A Any deletion 85 89 -0.56 -1.60 0.30 788.30 1.00 856 80 84 5 FALSE 0.60
colorectal cancer RAS_13 MYCL Any deletion 342 163 -0.61 -1.39 0.06 1405.12 1.00 3579 334 155 8 FALSE 1.00
non-small cell lung cancer RAS_13 MYCL Any deletion 145 111 -0.09 -1.37 1.01 1535.88 1.00 6201 142 108 3 FALSE 0.06
colorectal cancer RAS_13 RPA1 Any deletion 85 292 0.15 -0.35 0.61 1122.26 1.00 675 58 265 27 FALSE 0.26
colorectal cancer RAS_13 XRCC3 Any deletion 85 104 -0.14 -0.93 0.59 1586.02 1.00 844 77 96 8 FALSE 0.14
colorectal cancer RAS_13 FAS Any deletion 138 196 0.00 -0.56 0.53 1644.25 1.00 1452 122 180 16 FALSE 0.01
non-small cell lung cancer RAS_13 FAS Any deletion 54 178 -1.14 -3.12 0.22 1482.50 1.00 2443 53 177 1 FALSE 0.75
colorectal cancer RAS_13 GATA4 Any deletion 138 602 -0.13 -0.51 0.24 1351.38 1.00 1073 95 559 43 FALSE 0.29
non-small cell lung cancer RAS_13 GATA4 Any deletion 54 481 0.08 -0.62 0.71 1548.99 1.00 2150 43 470 11 FALSE 0.09
colorectal cancer RAS_13 GATA6 Any deletion 138 521 -0.31 -0.73 0.09 1585.99 1.00 1144 105 488 33 FALSE 0.85
non-small cell lung cancer RAS_13 GATA6 Any deletion 54 216 -0.56 -1.88 0.49 1636.56 1.00 2407 51 213 3 FALSE 0.45
colorectal cancer RAS_13 PDCD1LG2 Any deletion 235 82 -1.00 -2.26 0.03 1410.44 1.00 2588 232 79 3 FALSE 1.04
non-small cell lung cancer RAS_13 PDCD1LG2 Any deletion 97 329 -1.00 -2.25 -0.04 1574.60 1.00 4153 94 326 3 FALSE 1.16
colorectal cancer RAS_13 PPARG Any deletion 219 69 -0.42 -1.53 0.47 1462.05 1.00 2456 215 65 4 FALSE 0.39
non-small cell lung cancer RAS_13 PPARG Any deletion 85 251 -0.17 -1.14 0.69 1532.28 1.00 3749 80 246 5 FALSE 0.15
colorectal cancer RAS_13 QKI Any deletion 122 67 0.50 -0.32 1.24 1207.46 1.00 1425 114 59 8 FALSE 0.68
colorectal cancer RAS_13 TP53BP1 Any deletion 175 110 -0.08 -0.78 0.57 1595.60 1.00 1814 166 101 9 FALSE 0.09
non-small cell lung cancer RAS_13 TP53BP1 Any deletion 63 113 -0.34 -1.74 0.73 1238.98 1.00 2684 61 111 2 FALSE 0.22
colorectal cancer RAS_13 ZNRF3 Any deletion 94 103 0.26 -0.48 0.91 943.77 1.00 936 83 92 11 FALSE 0.34
colorectal cancer RAS_13 BCL2L12 Any deletion 114 56 -1.31 -3.56 0.06 1536.95 1.00 1329 113 55 1 FALSE 0.81
non-small cell lung cancer RAS_13 BCL2L12 Any deletion 53 160 0.39 -0.61 1.26 1392.32 1.00 2288 47 154 6 FALSE 0.39
colorectal cancer RAS_13 BUB1B Any deletion 114 212 -0.29 -0.91 0.28 1584.93 1.00 1185 101 199 13 TRUE 0.46
non-small cell lung cancer RAS_13 BUB1B Any deletion 53 227 -0.32 -1.38 0.59 1453.44 1.00 2219 49 223 4 TRUE 0.28
colorectal cancer RAS_13 CD58 Any deletion 60 68 -0.38 -1.51 0.61 1253.66 1.00 688 56 64 4 FALSE 0.30
colorectal cancer RAS_13 CIITA Any deletion 114 65 -0.36 -1.48 0.58 1396.42 1.00 1323 110 61 4 FALSE 0.31
non-small cell lung cancer RAS_13 CIITA Any deletion 53 61 -0.52 -2.50 0.93 1431.16 1.00 2382 52 60 1 FALSE 0.26
colorectal cancer RAS_13 GSTM5 Any deletion 60 94 -0.50 -1.65 0.35 1420.82 1.00 663 55 89 5 FALSE 0.49
colorectal cancer RAS_13 KDM6B Any deletion 60 306 0.18 -0.37 0.73 980.48 1.00 471 35 281 25 FALSE 0.29
colorectal cancer RAS_13 PRAME Any deletion 60 118 -0.33 -1.24 0.44 1421.22 1.00 641 53 111 7 FALSE 0.35
colorectal cancer RAS_13 PRF1 Any deletion 114 116 -0.38 -1.25 0.34 1423.61 1.00 1275 107 109 7 FALSE 0.45
non-small cell lung cancer RAS_13 PRF1 Any deletion 53 142 -1.05 -2.72 0.25 1517.57 1.00 2301 52 141 1 FALSE 0.72
colorectal cancer RAS_13 PRKCZ Any deletion 60 101 -0.31 -1.33 0.51 1125.70 1.00 657 54 95 6 FALSE 0.30
colorectal cancer RAS_13 PRPF8 Any deletion 60 259 0.12 -0.44 0.67 1004.84 1.00 514 39 238 21 FALSE 0.17
colorectal cancer RAS_13 RPL26 Any deletion 60 270 0.06 -0.50 0.58 1305.20 1.00 503 39 249 21 FALSE 0.08
colorectal cancer RAS_13 SETBP1 Any deletion 124 732 -0.30 -0.69 0.07 1559.05 1.00 800 76 684 48 FALSE 0.90
non-small cell lung cancer RAS_13 SETBP1 Any deletion 53 348 -1.01 -2.21 -0.01 1385.79 1.00 2178 50 345 3 FALSE 1.09
colorectal cancer RAS_13 SMC3 Any deletion 114 148 -0.33 -1.05 0.33 1194.10 1.00 1245 105 139 9 FALSE 0.46
non-small cell lung cancer RAS_13 SMC3 Any deletion 53 181 -0.71 -2.00 0.36 1378.62 1.00 2263 51 179 2 FALSE 0.61
colorectal cancer RAS_13 WRN Any deletion 114 585 -0.18 -0.59 0.20 1511.66 1.00 839 74 545 40 TRUE 0.43
non-small cell lung cancer RAS_13 WRN Any deletion 53 510 -0.06 -0.78 0.57 1516.59 1.00 1943 42 499 11 TRUE 0.07
colorectal cancer RAS_13 XPC Any deletion 114 83 -0.25 -1.21 0.54 1495.98 1.00 1306 109 78 5 TRUE 0.23
non-small cell lung cancer RAS_13 XPC Any deletion 53 304 0.13 -0.69 0.85 1464.85 1.00 2146 45 296 8 TRUE 0.13
colorectal cancer RAS_13 SS18 Any deletion 98 625 -0.40 -0.81 0.11 4.09 1.42 651 58 585 40 FALSE 0.76
colorectal cancer RAS_13 BCL11B Any deletion 54 106 -0.24 -1.18 0.49 39.57 1.07 533 47 99 7 FALSE 0.23
colorectal cancer RAS_13 COL7A1 Any deletion 54 54 0.36 -0.64 1.21 1368.00 1.00 584 48 48 6 FALSE 0.34
colorectal cancer RAS_13 DMC1 Any deletion 54 114 0.12 -0.65 0.84 1421.92 1.00 528 44 104 10 FALSE 0.12
colorectal cancer RAS_13 ERCC6 Any deletion 54 58 -0.63 -1.98 0.53 891.77 1.00 577 51 55 3 FALSE 0.47
colorectal cancer RAS_13 FAH Any deletion 54 97 0.40 -0.40 1.00 7.13 1.14 545 44 87 10 FALSE 0.56
colorectal cancer RAS_13 FAN1 Any deletion 54 111 -0.34 -1.24 0.46 782.26 1.00 528 47 104 7 FALSE 0.37
colorectal cancer RAS_13 HABP2 Any deletion 54 74 -0.30 -1.42 0.64 1297.85 1.00 563 49 69 5 FALSE 0.25
colorectal cancer RAS_13 HELQ Any deletion 54 132 -0.10 -0.87 0.60 395.68 1.01 510 44 122 10 FALSE 0.09
colorectal cancer RAS_13 ITK Any deletion 54 91 -1.64 -3.42 -0.30 1077.21 1.00 543 52 89 2 FALSE 1.37
colorectal cancer RAS_13 KAT6B Any deletion 54 63 0.16 -0.87 1.02 1441.33 1.00 575 48 57 6 FALSE 0.13
colorectal cancer RAS_13 KIF1B Any deletion 54 132 -0.25 -1.06 0.48 1125.39 1.00 509 45 123 9 FALSE 0.29
colorectal cancer RAS_13 KLLN Any deletion 54 97 0.01 -0.88 0.74 1084.38 1.00 543 46 89 8 FALSE 0.01
colorectal cancer RAS_13 MCM8 Any deletion 54 67 0.09 -0.92 0.99 957.40 1.00 571 48 61 6 FALSE 0.07
colorectal cancer RAS_13 MLH3 Any deletion 54 108 -0.12 -1.00 0.61 780.01 1.00 532 46 100 8 FALSE 0.11
colorectal cancer RAS_13 MTA1 Any deletion 54 101 -0.72 -1.63 0.18 676.15 1.01 536 49 96 5 FALSE 1.07
colorectal cancer RAS_13 MTAP Any deletion 64 51 0.16 -0.90 1.05 737.65 1.00 686 59 46 5 FALSE 0.13
colorectal cancer RAS_13 NEIL1 Any deletion 54 100 0.27 -0.48 0.93 1414.51 1.00 542 44 90 10 FALSE 0.35
colorectal cancer RAS_13 NEIL2 Any deletion 54 327 -0.07 -0.60 0.50 1431.77 1.00 330 29 302 25 FALSE 0.09
colorectal cancer RAS_13 NEIL3 Any deletion 54 151 0.00 -0.70 0.63 1407.19 1.00 493 42 139 12 FALSE 0.00
colorectal cancer RAS_13 NRG1 Any deletion 64 280 -0.14 -0.64 0.40 1113.40 1.01 473 43 259 21 FALSE 0.22
colorectal cancer RAS_13 NT5C2 Any deletion 54 93 -0.33 -1.33 0.56 1470.76 1.00 545 48 87 6 FALSE 0.32
colorectal cancer RAS_13 PML Any deletion 54 96 0.18 -0.65 0.96 1410.41 1.00 545 45 87 9 FALSE 0.19
colorectal cancer RAS_13 POLB Any deletion 54 82 -0.16 -1.11 0.68 1071.78 1.00 556 48 76 6 FALSE 0.14
colorectal cancer RAS_13 PTK2B Any deletion 54 328 -0.15 -0.72 0.42 1322.81 1.00 328 30 304 24 FALSE 0.22
colorectal cancer RAS_13 RBBP8 Any deletion 54 338 -0.05 -0.60 0.52 1039.26 1.00 320 28 312 26 FALSE 0.07
colorectal cancer RAS_13 RHBDF2 Any deletion 54 53 0.38 -0.57 1.26 1621.20 1.00 585 48 47 6 FALSE 0.36
colorectal cancer RAS_13 RHOH Any deletion 54 139 -0.03 -0.71 0.62 1145.74 1.00 504 43 128 11 FALSE 0.03
colorectal cancer RAS_13 SERPINA1 Any deletion 54 108 -0.13 -0.98 0.59 1447.13 1.00 532 46 100 8 FALSE 0.13
colorectal cancer RAS_13 SLC34A2 Any deletion 54 140 -0.05 -0.71 0.63 550.34 1.00 503 43 129 11 FALSE 0.05
colorectal cancer RAS_13 TAL1 Any deletion 54 89 -0.19 -1.23 0.55 349.36 1.00 549 48 83 6 FALSE 0.17
colorectal cancer RAS_13 TLX3 Any deletion 54 90 -1.64 -3.77 -0.26 566.14 1.00 544 52 88 2 FALSE 1.25
colorectal cancer RAS_13 TRAF3 Any deletion 54 105 -0.12 -0.94 0.66 775.30 1.00 535 46 97 8 FALSE 0.11
colorectal cancer RAS_13 TRIM37 Any deletion 54 53 0.38 -0.63 1.26 1560.87 1.00 585 48 47 6 FALSE 0.37
colorectal cancer RAS_13 UIMC1 Any deletion 64 83 -1.60 -3.55 -0.27 1408.11 1.00 651 62 81 2 FALSE 1.30
colorectal cancer RAS_13 UROD Any deletion 54 82 -0.15 -1.10 0.68 1295.98 1.00 556 48 76 6 FALSE 0.13
colorectal cancer RAS_13 USP28 Any deletion 64 54 0.32 -0.62 1.16 1464.81 1.00 684 58 48 6 FALSE 0.31
colorectal cancer RAS_13 USP8 Any deletion 98 106 -0.16 -1.11 0.51 202.44 1.02 1137 91 99 7 FALSE 0.15
colorectal cancer RAS_13 XRCC4 Any deletion 54 136 -1.33 -2.70 -0.33 1419.42 1.00 500 50 132 4 FALSE 1.63
colorectal cancer RAS_13 XRCC6 Any deletion 54 118 0.05 -0.66 0.70 971.71 1.00 524 44 108 10 FALSE 0.05
colorectal cancer RAS_13 FAM175A Any deletion 275 130 -0.17 -0.90 0.46 1554.13 1.00 2800 265 120 10 FALSE 0.20
non-small cell lung cancer RAS_13 FAM175A Any deletion 110 62 -0.55 -2.63 0.93 1491.19 1.00 4519 109 61 1 FALSE 0.27
colorectal cancer RAS_13 MRE11A Any deletion 282 53 -0.04 -1.08 0.83 1481.98 1.00 2934 277 48 5 FALSE 0.03
non-small cell lung cancer RAS_13 MRE11A Any deletion 111 54 -0.32 -2.18 1.14 1429.76 1.00 4572 110 53 1 FALSE 0.16
colorectal cancer RAS_13 WHSC1 Any deletion 151 135 -0.06 -0.73 0.58 1421.95 1.00 1543 140 124 11 FALSE 0.07
non-small cell lung cancer RAS_13 WHSC1 Any deletion 62 65 -0.50 -2.43 0.96 1552.06 1.00 2553 61 64 1 FALSE 0.25
colorectal cancer RAS_13 WHSC1L1 Any deletion 161 166 -0.03 -0.62 0.51 1498.78 1.00 1615 147 152 14 FALSE 0.03
non-small cell lung cancer RAS_13 WHSC1L1 Any deletion 62 152 -0.56 -2.06 0.56 1417.87 1.00 2548 60 150 2 FALSE 0.41
non-small cell lung cancer RAS_13 CDK8 Any deletion 111 165 -0.11 -1.33 0.84 1379.04 1.00 4456 107 161 4 FALSE 0.08
non-small cell lung cancer RAS_13 FANCC Any deletion 145 177 -0.94 -2.70 0.39 1292.97 1.00 6126 143 175 2 TRUE 0.62
non-small cell lung cancer RAS_13 GNAQ Any deletion 145 195 -1.05 -2.94 0.25 1400.38 1.00 6183 143 193 2 TRUE 0.72
non-small cell lung cancer RAS_13 HRAS Any deletion 145 105 0.45 -0.67 1.38 1392.83 1.00 6275 141 101 4 TRUE 0.41
non-small cell lung cancer RAS_13 KLF4 Any deletion 109 73 -5.42 -15.22 -0.42 1304.08 1.00 4329 109 73 0 FALSE 0.68
non-small cell lung cancer RAS_13 LMO1 Any deletion 145 100 0.12 -1.23 1.21 1292.92 1.00 6204 142 97 3 FALSE 0.07
non-small cell lung cancer RAS_13 PAX5 Any deletion 145 241 -2.14 -4.92 -0.32 1350.04 1.00 6061 144 240 1 TRUE 1.20
non-small cell lung cancer RAS_13 TNFAIP3 Any deletion 145 249 -0.80 -2.14 0.25 1417.77 1.00 6055 142 246 3 TRUE 0.73
non-small cell lung cancer RAS_13 CDKN1C Any deletion 53 111 0.10 -1.27 1.17 1543.73 1.00 2334 50 108 3 FALSE 0.06
non-small cell lung cancer RAS_13 MYB Any deletion 54 246 -0.35 -1.49 0.61 223.74 1.02 2378 50 242 4 FALSE 0.28
non-small cell lung cancer RAS_13 FANCF Any deletion 55 91 0.36 -0.99 1.45 1385.40 1.00 2569 52 88 3 TRUE 0.25
non-small cell lung cancer RAS_13 FANCG Any deletion 55 243 -2.15 -5.17 -0.34 1378.02 1.00 2415 54 242 1 TRUE 1.15
non-small cell lung cancer RAS_13 CYLD Any deletion 97 156 -1.70 -4.44 0.11 518.06 1.01 4324 96 155 1 FALSE 0.80
non-small cell lung cancer RAS_13 XPA Any deletion 53 177 -0.90 -2.56 0.36 1079.50 1.00 2267 51 175 2 TRUE 0.61
non-small cell lung cancer RAS_13 AKT2 Any deletion 145 105 0.68 -0.38 1.52 1054.16 1.00 6209 140 100 5 TRUE 0.77
non-small cell lung cancer RAS_13 BCL6 Any deletion 145 129 -0.62 -2.39 0.62 688.69 1.00 6174 143 127 2 FALSE 0.37
non-small cell lung cancer RAS_13 CALR Any deletion 100 114 -0.09 -1.44 1.03 1347.09 1.00 3924 97 111 3 TRUE 0.05
non-small cell lung cancer RAS_13 CBFB Any deletion 111 64 -5.48 -15.05 -0.25 1083.09 1.00 4553 111 64 0 FALSE 0.73
non-small cell lung cancer RAS_13 CCND2 Any deletion 145 152 0.05 -1.14 0.98 1327.44 1.00 6161 141 148 4 FALSE 0.03
non-small cell lung cancer RAS_13 CCNE1 Any deletion 145 85 0.66 -0.51 1.64 1514.97 1.00 6228 141 81 4 TRUE 0.62
non-small cell lung cancer RAS_13 CDK6 Any deletion 145 53 -4.70 -14.28 0.00 67.24 1.05 6256 145 53 0 TRUE 0.65
non-small cell lung cancer RAS_13 CEBPA Any deletion 136 86 0.63 -0.52 1.64 1615.98 1.00 5852 132 82 4 TRUE 0.60
non-small cell lung cancer RAS_13 CRLF2 Any deletion 145 81 -0.68 -3.49 0.63 5.31 1.19 6221 144 80 1 FALSE 0.26
non-small cell lung cancer RAS_13 ERCC4 Any deletion 144 51 -0.62 -3.52 1.26 979.31 1.00 6214 143 50 1 TRUE 0.21
non-small cell lung cancer RAS_13 EZH2 Any deletion 145 64 -5.18 -15.45 0.03 588.51 1.01 6312 145 64 0 TRUE 0.65
non-small cell lung cancer RAS_13 GATA2 Any deletion 111 56 -0.79 -3.49 0.94 1173.11 1.00 4570 110 55 1 TRUE 0.31
non-small cell lung cancer RAS_13 IDH1 Any deletion 145 51 -5.36 -14.85 0.10 889.01 1.00 6325 145 51 0 TRUE 0.66
non-small cell lung cancer RAS_13 MAP2K2 Any deletion 111 126 -0.12 -1.46 0.92 1408.62 1.00 4502 108 123 3 FALSE 0.08
non-small cell lung cancer RAS_13 PNRC1 Any deletion 126 152 -0.80 -2.58 0.44 1138.55 1.00 5393 124 150 2 FALSE 0.53
non-small cell lung cancer RAS_13 PPP2R1A Any deletion 111 78 -0.16 -1.99 1.18 1174.88 1.00 4549 109 76 2 FALSE 0.08
non-small cell lung cancer RAS_13 PTPN11 Any deletion 145 88 -5.44 -15.14 -0.46 1312.53 1.00 6288 145 88 0 TRUE 0.80
non-small cell lung cancer RAS_13 RAD52 Any deletion 111 62 -0.87 -3.38 0.97 1399.89 1.00 4556 110 61 1 FALSE 0.34
non-small cell lung cancer RAS_13 RHEB Any deletion 122 55 -5.22 -14.97 -0.13 1323.91 1.00 5180 122 55 0 FALSE 0.74
non-small cell lung cancer RAS_13 SOCS1 Any deletion 145 56 -0.76 -3.72 1.13 1360.32 1.00 6246 144 55 1 FALSE 0.27
non-small cell lung cancer RAS_13 SOX2 Any deletion 145 109 -0.48 -2.34 0.84 1359.52 1.00 6194 143 107 2 FALSE 0.25
non-small cell lung cancer RAS_13 SYK Any deletion 126 98 -0.37 -2.18 0.89 1424.54 1.00 5447 124 96 2 FALSE 0.19
non-small cell lung cancer RAS_13 ZRSR2 Any deletion 134 57 -0.80 -3.95 1.11 1212.64 1.00 5663 133 56 1 FALSE 0.28
non-small cell lung cancer RAS_13 ETV5 Any deletion 55 120 -0.49 -2.20 0.87 829.98 1.00 2539 53 118 2 TRUE 0.27
non-small cell lung cancer RAS_13 PRKDC Any deletion 55 99 -5.64 -14.76 -0.43 623.52 1.00 2558 55 99 0 FALSE 0.44
non-small cell lung cancer RAS_13 PRKCI Any deletion 97 87 -0.17 -2.12 1.13 734.71 1.00 4394 95 85 2 FALSE 0.08
non-small cell lung cancer RAS_13 CBLB Any deletion 53 141 -1.54 -4.18 0.23 1338.62 1.00 2302 52 140 1 FALSE 0.74
non-small cell lung cancer RAS_13 CRTC1 Any deletion 53 233 0.81 0.10 1.46 1414.57 1.00 2219 43 223 10 FALSE 1.65
non-small cell lung cancer RAS_13 CUX1 Any deletion 53 65 -5.32 -15.54 -0.09 746.29 1.00 2377 53 65 0 FALSE 0.48
non-small cell lung cancer RAS_13 DDB2 Any deletion 53 76 -0.04 -1.72 1.37 1155.34 1.00 2368 51 74 2 TRUE 0.02
non-small cell lung cancer RAS_13 EXT2 Any deletion 53 79 0.00 -1.77 1.32 797.90 1.00 2365 51 77 2 TRUE 0.00
non-small cell lung cancer RAS_13 LMO2 Any deletion 53 87 0.40 -0.96 1.44 553.87 1.00 2358 50 84 3 FALSE 0.29
non-small cell lung cancer RAS_13 MECOM Any deletion 53 83 -0.10 -2.13 1.24 406.67 1.01 2442 51 81 2 FALSE 0.04
non-small cell lung cancer RAS_13 MYBL1 Any deletion 53 70 -5.24 -14.76 -0.19 1258.05 1.00 2372 53 70 0 FALSE 0.72
non-small cell lung cancer RAS_13 NFKBIZ Any deletion 53 130 -1.53 -4.30 0.30 1440.64 1.00 2313 52 129 1 FALSE 0.68
non-small cell lung cancer RAS_13 SBDS Any deletion 53 58 -5.27 -14.99 -0.08 784.12 1.00 2384 53 58 0 TRUE 0.69
non-small cell lung cancer RAS_13 STAT6 Any deletion 53 52 -0.62 -3.46 1.26 1413.74 1.00 2391 52 51 1 FALSE 0.22
non-small cell lung cancer RAS_13 BABAM1 Any deletion 62 97 0.17 -1.25 1.30 1377.84 1.00 2523 59 94 3 FALSE 0.10
colorectal cancer KRAS_13 AKT1 Any deletion 319 204 -0.36 -0.94 0.20 1308.90 1.00 3582 307 192 12 TRUE 0.63
non-small cell lung cancer KRAS_13 AKT1 Any deletion 134 92 -0.79 -2.68 0.53 1424.20 1.00 6296 133 91 1 TRUE 0.45
colorectal cancer KRAS_13 ALOX12B Any deletion 270 294 -0.25 -0.76 0.19 1650.85 1.00 2843 251 275 19 FALSE 0.54
non-small cell lung cancer KRAS_13 ALOX12B Any deletion 117 273 -0.05 -0.89 0.71 1362.59 1.00 5285 111 267 6 FALSE 0.04
colorectal cancer KRAS_13 AURKB Any deletion 315 585 -0.16 -0.51 0.16 1315.18 1.00 3214 275 545 40 FALSE 0.43
non-small cell lung cancer KRAS_13 AURKB Any deletion 134 452 -0.36 -1.11 0.30 1558.46 1.00 5867 127 445 7 FALSE 0.47
colorectal cancer KRAS_13 BAP1 Any deletion 315 95 -0.28 -1.11 0.43 1692.87 1.00 3672 309 89 6 TRUE 0.31
non-small cell lung cancer KRAS_13 BAP1 Any deletion 134 348 -0.11 -0.90 0.61 1474.11 1.00 5979 127 341 7 TRUE 0.11
colorectal cancer KRAS_13 BCL2 Any deletion 315 792 -0.44 -0.78 -0.12 1178.07 1.00 3011 271 748 44 TRUE 2.11
non-small cell lung cancer KRAS_13 BCL2 Any deletion 134 373 -0.76 -1.79 0.12 1377.95 1.00 5943 130 369 4 TRUE 0.96
colorectal cancer KRAS_13 BMPR1A Any deletion 309 188 -0.21 -0.81 0.35 1596.51 1.00 3544 296 175 13 TRUE 0.30
non-small cell lung cancer KRAS_13 BMPR1A Any deletion 133 181 -2.61 -7.20 -0.24 1417.23 1.00 6098 133 181 0 TRUE 0.82
colorectal cancer KRAS_13 CBL Any deletion 315 99 -0.55 -1.53 0.31 1355.79 1.00 3667 310 94 5 TRUE 0.61
non-small cell lung cancer KRAS_13 CBL Any deletion 134 133 -0.52 -1.90 0.54 1371.84 1.00 6189 132 131 2 TRUE 0.38
colorectal cancer KRAS_13 CCND1 Any deletion 315 74 -0.87 -2.23 0.20 1415.38 1.00 3690 312 71 3 TRUE 0.79
colorectal cancer KRAS_13 CD274 Any deletion 309 88 -0.72 -1.81 0.21 1286.09 1.00 3614 305 84 4 FALSE 0.82
non-small cell lung cancer KRAS_13 CD274 Any deletion 133 341 -0.99 -2.21 -0.01 1393.54 1.00 5937 130 338 3 FALSE 1.11
colorectal cancer KRAS_13 CD79B Any deletion 315 108 -0.26 -1.21 0.47 1273.32 1.00 3658 308 101 7 FALSE 0.27
colorectal cancer KRAS_13 CDKN1B Any deletion 315 76 -1.12 -2.56 -0.01 1372.02 1.00 3687 313 74 2 TRUE 1.03
non-small cell lung cancer KRAS_13 CDKN1B Any deletion 134 184 -0.24 -1.40 0.75 1549.13 1.00 6140 130 180 4 TRUE 0.18
colorectal cancer KRAS_13 CDKN2C Any deletion 315 177 -0.59 -1.33 0.06 1529.50 1.00 3590 307 169 8 TRUE 1.00
non-small cell lung cancer KRAS_13 CDKN2C Any deletion 134 140 0.09 -1.03 1.05 1184.73 1.00 6176 130 136 4 TRUE 0.06
colorectal cancer KRAS_13 CHEK1 Any deletion 259 53 -0.49 -1.81 0.55 1467.95 1.00 2955 256 50 3 FALSE 0.39
non-small cell lung cancer KRAS_13 CHEK1 Any deletion 103 66 -0.61 -2.50 0.82 1505.60 1.00 4568 102 65 1 FALSE 0.32
colorectal cancer KRAS_13 CHEK2 Any deletion 315 214 -0.24 -0.86 0.33 1640.07 1.00 3561 301 200 14 TRUE 0.37
non-small cell lung cancer KRAS_13 CHEK2 Any deletion 134 135 -1.03 -2.95 0.37 1450.94 1.00 6186 133 134 1 TRUE 0.65
colorectal cancer KRAS_13 CRKL Any deletion 315 203 -0.39 -1.04 0.20 1411.23 1.00 3568 303 191 12 FALSE 0.67
non-small cell lung cancer KRAS_13 CRKL Any deletion 134 104 -2.31 -6.95 -0.05 1458.84 1.00 6208 134 104 0 FALSE 0.70
colorectal cancer KRAS_13 CSF3R Any deletion 250 180 -0.45 -1.19 0.14 1631.10 1.00 2941 241 171 9 FALSE 0.75
non-small cell lung cancer KRAS_13 CSF3R Any deletion 113 108 -0.01 -1.22 1.03 1489.42 1.00 5131 110 105 3 FALSE 0.01
colorectal cancer KRAS_13 ERCC2 Any deletion 315 52 -0.28 -1.44 0.71 1200.18 1.00 3712 312 49 3 TRUE 0.22
non-small cell lung cancer KRAS_13 ERCC2 Any deletion 134 142 0.57 -0.38 1.37 1564.57 1.00 6184 128 136 6 TRUE 0.67
colorectal cancer KRAS_13 ERG Any deletion 300 106 -0.73 -1.81 0.12 1479.49 1.00 3508 296 102 4 FALSE 0.85
non-small cell lung cancer KRAS_13 ERG Any deletion 123 79 0.23 -1.08 1.39 1395.78 1.00 5743 120 76 3 FALSE 0.14
colorectal cancer KRAS_13 ETV6 Any deletion 315 63 -1.43 -3.47 -0.06 1489.65 1.00 3697 314 62 1 FALSE 0.99
non-small cell lung cancer KRAS_13 ETV6 Any deletion 134 153 -0.11 -1.32 0.86 1522.84 1.00 6163 130 149 4 FALSE 0.07
colorectal cancer KRAS_13 FAM46C Any deletion 315 162 -0.41 -1.16 0.23 1498.95 1.00 3606 306 153 9 FALSE 0.59
non-small cell lung cancer KRAS_13 FAM46C Any deletion 134 182 -0.40 -1.58 0.55 1494.16 1.00 6133 131 179 3 FALSE 0.33
colorectal cancer KRAS_13 FOXA1 Any deletion 231 120 -0.55 -1.54 0.20 250.99 1.01 2578 225 114 6 FALSE 0.69
colorectal cancer KRAS_13 GNA11 Any deletion 319 94 -1.28 -2.85 -0.17 1537.01 1.00 3682 317 92 2 TRUE 1.23
non-small cell lung cancer KRAS_13 GNA11 Any deletion 134 311 0.09 -0.71 0.78 1557.00 1.00 6084 126 303 8 TRUE 0.09
colorectal cancer KRAS_13 GREM1 Any deletion 253 105 -0.90 -2.03 0.01 1396.37 1.00 2841 249 101 4 FALSE 1.08
non-small cell lung cancer KRAS_13 GREM1 Any deletion 102 108 -1.09 -3.02 0.37 1599.02 1.00 4481 101 107 1 FALSE 0.68
colorectal cancer KRAS_13 H3F3B Any deletion 209 54 -0.49 -1.95 0.55 1110.13 1.00 2454 206 51 3 TRUE 0.37
colorectal cancer KRAS_13 ID3 Any deletion 265 277 -0.18 -0.70 0.28 1361.22 1.00 3002 247 259 18 FALSE 0.32
non-small cell lung cancer KRAS_13 ID3 Any deletion 124 166 -0.03 -1.14 0.86 1437.31 1.00 5567 120 162 4 FALSE 0.02
colorectal cancer KRAS_13 IDH2 Any deletion 319 164 -0.24 -0.94 0.36 1409.19 1.00 3621 308 153 11 TRUE 0.33
non-small cell lung cancer KRAS_13 IDH2 Any deletion 134 148 -1.07 -3.11 0.38 1475.90 1.00 6240 133 147 1 TRUE 0.66
colorectal cancer KRAS_13 KRAS Any deletion 319 56 -1.40 -3.31 -0.07 1432.71 1.00 3719 318 55 1 TRUE 1.04
non-small cell lung cancer KRAS_13 KRAS Any deletion 134 98 -0.52 -2.16 0.87 1608.06 1.00 6291 132 96 2 TRUE 0.29
colorectal cancer KRAS_13 MAP2K1 Any deletion 315 186 -0.48 -1.19 0.14 1501.35 1.00 3585 305 176 10 TRUE 0.82
non-small cell lung cancer KRAS_13 MAP2K1 Any deletion 134 157 -1.19 -3.09 0.10 1466.17 1.00 6164 133 156 1 TRUE 0.83
colorectal cancer KRAS_13 MAPK1 Any deletion 287 210 -0.32 -0.93 0.23 1536.59 1.00 3253 274 197 13 FALSE 0.54
non-small cell lung cancer KRAS_13 MAPK1 Any deletion 132 110 -2.36 -7.01 -0.06 1391.78 1.00 5995 132 110 0 FALSE 0.72
colorectal cancer KRAS_13 MEF2B Any deletion 315 57 -0.39 -1.57 0.57 1492.42 1.00 3705 312 54 3 FALSE 0.32
non-small cell lung cancer KRAS_13 MEF2B Any deletion 134 247 0.49 -0.28 1.17 1435.68 1.00 6074 125 238 9 FALSE 0.74
colorectal cancer KRAS_13 MEN1 Any deletion 315 87 -0.86 -2.13 0.12 1421.24 1.00 3675 312 84 3 TRUE 0.86
non-small cell lung cancer KRAS_13 MEN1 Any deletion 134 70 -0.14 -1.80 1.12 1455.59 1.00 6244 132 68 2 TRUE 0.07
colorectal cancer KRAS_13 MPL Any deletion 319 152 -0.36 -1.13 0.26 1388.87 1.00 3629 310 143 9 TRUE 0.51
non-small cell lung cancer KRAS_13 MPL Any deletion 134 113 -0.37 -1.86 0.76 1489.39 1.00 6268 132 111 2 TRUE 0.23
colorectal cancer KRAS_13 MUTYH Any deletion 315 158 -0.35 -1.11 0.30 1508.99 1.00 3610 306 149 9 TRUE 0.50
non-small cell lung cancer KRAS_13 MUTYH Any deletion 134 121 -0.04 -1.28 1.00 1415.45 1.00 6194 131 118 3 TRUE 0.03
colorectal cancer KRAS_13 MYD88 Any deletion 315 81 -0.50 -1.52 0.34 1401.25 1.00 3684 311 77 4 TRUE 0.49
non-small cell lung cancer KRAS_13 MYD88 Any deletion 134 323 -0.09 -0.88 0.64 1494.87 1.00 6004 127 316 7 TRUE 0.08
colorectal cancer KRAS_13 NEGR1 Any deletion 214 88 -0.41 -1.42 0.42 1403.59 1.00 2489 209 83 5 FALSE 0.42
non-small cell lung cancer KRAS_13 NEGR1 Any deletion 96 70 -0.63 -2.64 0.86 1393.65 1.00 4488 95 69 1 FALSE 0.32
colorectal cancer KRAS_13 NF2 Any deletion 315 218 -0.17 -0.77 0.33 1472.94 1.00 3558 300 203 15 TRUE 0.26
non-small cell lung cancer KRAS_13 NF2 Any deletion 134 142 -0.48 -1.83 0.69 1596.82 1.00 6180 132 140 2 TRUE 0.34
colorectal cancer KRAS_13 NFKBIA Any deletion 293 207 -0.54 -1.26 0.08 1502.40 1.00 3375 283 197 10 FALSE 0.98
colorectal cancer KRAS_13 NPM1 Any deletion 319 127 -2.98 -5.66 -1.21 1596.64 1.00 3646 318 126 1 FALSE 2.01
non-small cell lung cancer KRAS_13 NPM1 Any deletion 134 140 -3.51 -7.62 -0.93 1432.83 1.00 6239 134 140 0 FALSE 1.36
colorectal cancer KRAS_13 NRAS Any deletion 319 190 -0.45 -1.12 0.14 1529.29 1.00 3594 309 180 10 TRUE 0.76
non-small cell lung cancer KRAS_13 NRAS Any deletion 134 209 -0.25 -1.22 0.64 1451.69 1.00 6182 130 205 4 TRUE 0.21
colorectal cancer KRAS_13 PHOX2B Any deletion 287 236 -0.49 -1.08 0.08 1556.64 1.00 3224 275 224 12 TRUE 1.00
non-small cell lung cancer KRAS_13 PHOX2B Any deletion 132 121 -0.50 -2.03 0.69 1466.63 1.00 5978 130 119 2 TRUE 0.32
colorectal cancer KRAS_13 PPM1D Any deletion 209 51 -0.48 -1.72 0.68 410.39 1.00 2457 206 48 3 FALSE 0.34
colorectal cancer KRAS_13 PRDM1 Any deletion 315 71 0.14 -0.73 0.91 1438.74 1.00 3695 308 64 7 FALSE 0.13
non-small cell lung cancer KRAS_13 PRDM1 Any deletion 134 282 -0.42 -1.40 0.45 1277.60 1.00 6034 130 278 4 FALSE 0.41
colorectal cancer KRAS_13 PRKAR1A Any deletion 315 100 -0.38 -1.31 0.39 1220.23 1.00 3665 309 94 6 TRUE 0.42
colorectal cancer KRAS_13 RAD51C Any deletion 259 53 -0.53 -1.95 0.55 1310.62 1.00 2955 256 50 3 TRUE 0.39
colorectal cancer KRAS_13 RAD51 Any deletion 259 116 -0.52 -1.40 0.29 1402.62 1.00 2895 253 110 6 FALSE 0.66
non-small cell lung cancer KRAS_13 RAD51 Any deletion 103 118 -0.47 -1.95 0.69 1714.33 1.00 4517 101 116 2 FALSE 0.32
colorectal cancer KRAS_13 RAF1 Any deletion 315 83 -0.34 -1.29 0.45 1488.71 1.00 3683 310 78 5 TRUE 0.35
non-small cell lung cancer KRAS_13 RAF1 Any deletion 134 302 -0.14 -0.98 0.61 1521.51 1.00 6024 128 296 6 TRUE 0.14
colorectal cancer KRAS_13 RARA Any deletion 315 92 -0.07 -0.96 0.65 402.41 1.01 3674 308 85 7 FALSE 0.06
colorectal cancer KRAS_13 RHOA Any deletion 231 53 0.04 -0.99 0.89 1116.16 1.00 2646 226 48 5 FALSE 0.03
non-small cell lung cancer KRAS_13 RHOA Any deletion 101 140 -0.49 -1.92 0.60 1418.91 1.00 4280 99 138 2 FALSE 0.34
colorectal cancer KRAS_13 RUNX1 Any deletion 315 112 -1.12 -2.30 -0.19 1519.67 1.00 3650 312 109 3 TRUE 1.35
non-small cell lung cancer KRAS_13 RUNX1 Any deletion 134 99 -0.48 -2.07 0.78 1410.79 1.00 6215 132 97 2 TRUE 0.29
colorectal cancer KRAS_13 SDHAF2 Any deletion 287 75 -1.07 -2.58 0.14 1423.55 1.00 3375 285 73 2 TRUE 0.92
non-small cell lung cancer KRAS_13 SDHAF2 Any deletion 132 56 -0.01 -1.68 1.43 1501.58 1.00 6043 130 54 2 TRUE 0.00
colorectal cancer KRAS_13 SDHB Any deletion 309 266 -0.15 -0.64 0.32 1530.24 1.00 3450 291 248 18 FALSE 0.26
non-small cell lung cancer KRAS_13 SDHB Any deletion 133 148 0.10 -0.96 0.99 1620.45 1.00 6131 129 144 4 FALSE 0.08
colorectal cancer KRAS_13 SDHD Any deletion 309 113 -0.33 -1.11 0.34 1388.64 1.00 3592 302 106 7 FALSE 0.41
non-small cell lung cancer KRAS_13 SDHD Any deletion 133 145 -0.53 -1.94 0.58 1386.27 1.00 6132 131 143 2 FALSE 0.39
colorectal cancer KRAS_13 SMARCB1 Any deletion 319 217 -0.29 -0.88 0.25 1272.40 1.00 3571 305 203 14 TRUE 0.49
non-small cell lung cancer KRAS_13 SMARCB1 Any deletion 134 118 -2.49 -7.68 -0.04 1555.60 1.00 6269 134 118 0 TRUE 0.69
colorectal cancer KRAS_13 SRSF2 Any deletion 265 88 -0.66 -1.76 0.26 1259.09 1.00 3177 261 84 4 FALSE 0.67
colorectal cancer KRAS_13 STAT3 Any deletion 287 88 0.30 -0.49 0.95 1361.23 1.00 3434 278 79 9 FALSE 0.38
colorectal cancer KRAS_13 SUFU Any deletion 315 169 -0.20 -0.86 0.36 1459.99 1.00 3602 303 157 12 TRUE 0.29
non-small cell lung cancer KRAS_13 SUFU Any deletion 134 187 -2.55 -7.10 -0.40 1401.05 1.00 6125 134 187 0 TRUE 0.77
colorectal cancer KRAS_13 SUZ12 Any deletion 287 91 0.09 -0.74 0.82 1382.35 1.00 3365 279 83 8 FALSE 0.08
colorectal cancer KRAS_13 TMPRSS2 Any deletion 300 113 -0.56 -1.46 0.21 1415.98 1.00 3502 295 108 5 FALSE 0.70
non-small cell lung cancer KRAS_13 TMPRSS2 Any deletion 123 82 0.24 -0.99 1.37 1572.45 1.00 5740 120 79 3 FALSE 0.15
colorectal cancer KRAS_13 VHL Any deletion 319 85 -0.34 -1.29 0.45 1593.91 1.00 3692 314 80 5 TRUE 0.36
non-small cell lung cancer KRAS_13 VHL Any deletion 134 307 0.00 -0.81 0.69 1434.24 1.00 6079 127 300 7 TRUE 0.00
colorectal cancer KRAS_13 YAP1 Any deletion 231 52 -0.28 -1.40 0.66 1621.85 1.00 2644 227 48 4 FALSE 0.22
non-small cell lung cancer KRAS_13 YAP1 Any deletion 101 53 -1.66 -6.50 0.58 1363.86 1.00 4357 101 53 0 FALSE 0.47
colorectal cancer KRAS_13 CTNNA1 Any deletion 73 92 -6.35 -15.92 -1.73 963.18 1.00 860 73 92 0 FALSE 0.94
colorectal cancer KRAS_13 ETV4 Any deletion 129 80 0.36 -0.39 1.04 1364.66 1.00 1636 121 72 8 FALSE 0.48
colorectal cancer KRAS_13 EWSR1 Any deletion 129 214 -0.20 -0.83 0.35 1503.43 1.00 1507 116 201 13 TRUE 0.29
colorectal cancer KRAS_13 FANCD2 Any deletion 129 88 -0.10 -1.04 0.72 1205.80 1.00 1628 123 82 6 TRUE 0.08
colorectal cancer KRAS_13 FANCI Any deletion 73 84 -0.30 -1.34 0.59 1376.67 1.00 875 68 79 5 TRUE 0.28
colorectal cancer KRAS_13 FANCM Any deletion 73 107 -0.16 -1.07 0.58 1418.41 1.00 852 66 100 7 TRUE 0.16
colorectal cancer KRAS_13 KAT6A Any deletion 73 89 -1.00 -2.44 0.11 1415.86 1.00 866 70 86 3 FALSE 0.91
colorectal cancer KRAS_13 MYCL Any deletion 315 163 -0.49 -1.30 0.19 1417.16 1.00 3606 307 155 8 FALSE 0.73
non-small cell lung cancer KRAS_13 MYCL Any deletion 134 111 0.01 -1.31 1.10 1346.38 1.00 6212 131 108 3 FALSE 0.00
colorectal cancer KRAS_13 RPA1 Any deletion 73 292 0.07 -0.46 0.58 1494.23 1.00 682 51 270 22 FALSE 0.10
colorectal cancer KRAS_13 XRCC3 Any deletion 73 104 0.05 -0.70 0.76 352.83 1.01 856 65 96 8 FALSE 0.05
colorectal cancer KRAS_13 FAS Any deletion 123 196 0.17 -0.39 0.71 1544.83 1.00 1467 107 180 16 FALSE 0.26
colorectal cancer KRAS_13 GATA4 Any deletion 123 602 -0.38 -0.78 0.03 1026.96 1.00 1078 90 569 33 FALSE 1.10
colorectal cancer KRAS_13 GATA6 Any deletion 123 521 -0.34 -0.77 0.08 1174.89 1.00 1155 94 492 29 FALSE 0.92
colorectal cancer KRAS_13 PDCD1LG2 Any deletion 217 82 -0.89 -2.08 0.06 1230.27 1.00 2606 214 79 3 FALSE 0.97
non-small cell lung cancer KRAS_13 PDCD1LG2 Any deletion 90 329 -0.93 -2.13 0.04 1520.79 1.00 4160 87 326 3 FALSE 1.02
colorectal cancer KRAS_13 PPARG Any deletion 202 69 -0.35 -1.45 0.54 1417.18 1.00 2473 198 65 4 FALSE 0.31
non-small cell lung cancer KRAS_13 PPARG Any deletion 79 251 -0.34 -1.45 0.56 1598.13 1.00 3754 75 247 4 FALSE 0.29
colorectal cancer KRAS_13 QKI Any deletion 108 67 0.61 -0.22 1.35 1220.33 1.00 1439 100 59 8 FALSE 0.88
colorectal cancer KRAS_13 TP53BP1 Any deletion 161 110 -0.32 -1.19 0.41 1514.78 1.00 1826 154 103 7 FALSE 0.36
non-small cell lung cancer KRAS_13 TP53BP1 Any deletion 59 113 -0.86 -2.75 0.50 1463.92 1.00 2687 58 112 1 FALSE 0.54
colorectal cancer KRAS_13 ZNRF3 Any deletion 82 103 0.34 -0.48 1.00 66.51 1.05 947 72 93 10 FALSE 0.41
colorectal cancer KRAS_13 BCL2L12 Any deletion 101 56 -1.85 -4.94 -0.05 1459.01 1.00 1342 100 55 1 FALSE 0.91
colorectal cancer KRAS_13 BUB1B Any deletion 101 212 -0.36 -1.06 0.28 1197.62 1.00 1196 90 201 11 TRUE 0.53
colorectal cancer KRAS_13 CD58 Any deletion 56 68 -0.28 -1.42 0.66 1295.69 1.00 692 52 64 4 FALSE 0.22
colorectal cancer KRAS_13 CIITA Any deletion 101 65 -0.58 -1.99 0.53 1380.96 1.00 1335 98 62 3 FALSE 0.42
colorectal cancer KRAS_13 GSTM5 Any deletion 56 94 -0.38 -1.42 0.46 818.76 1.00 667 51 89 5 FALSE 0.36
colorectal cancer KRAS_13 KDM6B Any deletion 56 306 0.07 -0.49 0.61 1225.01 1.01 472 34 284 22 FALSE 0.10
colorectal cancer KRAS_13 PRAME Any deletion 56 118 -0.41 -1.48 0.29 286.67 1.01 644 50 112 6 FALSE 0.42
colorectal cancer KRAS_13 PRF1 Any deletion 101 116 -0.19 -1.03 0.54 1488.51 1.00 1288 94 109 7 FALSE 0.19
colorectal cancer KRAS_13 PRKCZ Any deletion 56 101 -0.27 -1.16 0.54 771.32 1.01 661 50 95 6 FALSE 0.27
colorectal cancer KRAS_13 PRPF8 Any deletion 56 259 0.01 -0.56 0.58 481.23 1.01 515 38 241 18 FALSE 0.02
colorectal cancer KRAS_13 RPL26 Any deletion 56 270 -0.06 -0.64 0.48 1470.19 1.00 504 38 252 18 FALSE 0.08
colorectal cancer KRAS_13 SETBP1 Any deletion 110 732 -0.38 -0.80 0.02 1100.86 1.00 807 69 691 41 FALSE 1.21
colorectal cancer KRAS_13 SMC3 Any deletion 101 148 -0.16 -0.94 0.51 1434.94 1.00 1258 92 139 9 FALSE 0.17
colorectal cancer KRAS_13 WRN Any deletion 101 585 -0.51 -0.93 -0.09 725.58 1.00 841 72 556 29 TRUE 1.69
colorectal cancer KRAS_13 XPC Any deletion 101 83 -0.22 -1.25 0.68 1412.47 1.00 1319 96 78 5 TRUE 0.18
colorectal cancer KRAS_13 SS18 Any deletion 86 625 -0.23 -0.71 0.18 84.21 1.02 658 51 590 35 FALSE 0.48
colorectal cancer KRAS_13 MTAP Any deletion 54 51 0.07 -1.09 1.07 1420.77 1.00 695 50 47 4 FALSE 0.04
colorectal cancer KRAS_13 NRG1 Any deletion 54 280 -0.59 -1.23 0.07 1269.85 1.00 475 41 267 13 FALSE 1.10
colorectal cancer KRAS_13 UIMC1 Any deletion 54 83 -6.32 -15.48 -1.53 1242.74 1.00 659 54 83 0 FALSE 1.02
colorectal cancer KRAS_13 USP28 Any deletion 54 54 0.29 -0.82 1.20 1193.05 1.00 693 49 49 5 FALSE 0.25
colorectal cancer KRAS_13 USP8 Any deletion 86 106 -0.43 -1.42 0.41 1163.66 1.00 1147 81 101 5 FALSE 0.42
colorectal cancer KRAS_13 FAM175A Any deletion 253 130 -0.54 -1.41 0.18 1495.70 1.00 2819 246 123 7 FALSE 0.74
non-small cell lung cancer KRAS_13 FAM175A Any deletion 102 62 -2.04 -6.69 0.26 1049.40 1.00 4526 102 62 0 FALSE 0.56
colorectal cancer KRAS_13 MRE11A Any deletion 259 53 -0.20 -1.26 0.78 1375.78 1.00 2956 255 49 4 FALSE 0.16
non-small cell lung cancer KRAS_13 MRE11A Any deletion 103 54 -0.37 -2.16 1.05 1340.30 1.00 4580 102 53 1 FALSE 0.18
colorectal cancer KRAS_13 WHSC1 Any deletion 139 135 -0.39 -1.21 0.36 1334.72 1.00 1552 131 127 8 FALSE 0.48
non-small cell lung cancer KRAS_13 WHSC1 Any deletion 58 65 -1.97 -6.74 0.39 1446.71 1.00 2556 58 65 0 FALSE 0.54
colorectal cancer KRAS_13 WHSC1L1 Any deletion 148 166 -0.50 -1.27 0.12 1495.55 1.00 1623 139 157 9 FALSE 0.78
non-small cell lung cancer KRAS_13 WHSC1L1 Any deletion 58 152 -1.12 -2.89 0.22 1521.02 1.00 2551 57 151 1 FALSE 0.79
non-small cell lung cancer KRAS_13 CDK8 Any deletion 103 165 -0.38 -1.86 0.72 616.11 1.00 4463 100 162 3 FALSE 0.25
non-small cell lung cancer KRAS_13 FANCC Any deletion 134 177 -0.82 -2.51 0.47 1194.88 1.00 6137 132 175 2 TRUE 0.57
non-small cell lung cancer KRAS_13 GNAQ Any deletion 134 195 -0.94 -2.68 0.30 1402.12 1.00 6194 132 193 2 TRUE 0.63
non-small cell lung cancer KRAS_13 HRAS Any deletion 134 105 0.51 -0.67 1.50 1102.88 1.00 6286 130 101 4 TRUE 0.45
non-small cell lung cancer KRAS_13 KLF4 Any deletion 101 73 -5.29 -15.02 -0.49 1090.29 1.00 4337 101 73 0 FALSE 0.80
non-small cell lung cancer KRAS_13 LMO1 Any deletion 134 100 0.24 -1.09 1.20 303.58 1.03 6215 131 97 3 FALSE 0.16
non-small cell lung cancer KRAS_13 PAX5 Any deletion 134 241 -2.08 -4.90 -0.28 1582.61 1.00 6072 133 240 1 TRUE 1.17
non-small cell lung cancer KRAS_13 TNFAIP3 Any deletion 134 249 -0.72 -2.13 0.36 1404.11 1.00 6066 131 246 3 TRUE 0.60
non-small cell lung cancer KRAS_13 CYLD Any deletion 90 156 -1.56 -4.48 0.22 1232.35 1.00 4331 89 155 1 FALSE 0.70
non-small cell lung cancer KRAS_13 AKT2 Any deletion 134 105 0.77 -0.19 1.64 1318.88 1.00 6220 129 100 5 TRUE 1.07
non-small cell lung cancer KRAS_13 BCL6 Any deletion 134 129 -0.58 -2.38 0.71 1216.69 1.00 6185 132 127 2 FALSE 0.33
non-small cell lung cancer KRAS_13 CALR Any deletion 93 114 -0.52 -2.28 0.82 1303.47 1.00 3930 91 112 2 TRUE 0.28
non-small cell lung cancer KRAS_13 CBFB Any deletion 103 64 -5.50 -16.27 -0.19 1016.46 1.00 4561 103 64 0 FALSE 0.59
non-small cell lung cancer KRAS_13 CCND2 Any deletion 134 152 0.10 -1.08 1.01 1546.62 1.00 6172 130 148 4 FALSE 0.07
non-small cell lung cancer KRAS_13 CCNE1 Any deletion 134 85 0.74 -0.38 1.69 1624.54 1.00 6239 130 81 4 TRUE 0.77
non-small cell lung cancer KRAS_13 CDK6 Any deletion 134 53 -5.32 -15.46 0.10 1478.16 1.00 6267 134 53 0 TRUE 0.61
non-small cell lung cancer KRAS_13 CEBPA Any deletion 126 86 0.71 -0.40 1.66 1445.01 1.00 5862 122 82 4 TRUE 0.73
non-small cell lung cancer KRAS_13 CRLF2 Any deletion 134 81 -1.02 -4.07 0.86 1385.68 1.00 6232 133 80 1 FALSE 0.39
non-small cell lung cancer KRAS_13 ERCC4 Any deletion 133 51 -0.60 -3.52 1.27 908.87 1.00 6225 132 50 1 TRUE 0.20
non-small cell lung cancer KRAS_13 EZH2 Any deletion 134 64 -5.29 -14.87 0.05 1117.51 1.00 6323 134 64 0 TRUE 0.59
non-small cell lung cancer KRAS_13 GATA2 Any deletion 103 56 -0.70 -3.69 1.05 1350.90 1.00 4578 102 55 1 TRUE 0.25
non-small cell lung cancer KRAS_13 IDH1 Any deletion 134 51 -5.01 -15.17 0.21 542.34 1.01 6336 134 51 0 TRUE 0.62
non-small cell lung cancer KRAS_13 MAP2K2 Any deletion 103 126 -0.58 -2.48 0.71 1200.94 1.00 4509 101 124 2 FALSE 0.33
non-small cell lung cancer KRAS_13 PNRC1 Any deletion 117 152 -0.70 -2.49 0.60 697.32 1.00 5402 115 150 2 FALSE 0.42
non-small cell lung cancer KRAS_13 PPP2R1A Any deletion 103 78 -0.08 -1.87 1.22 1450.03 1.00 4557 101 76 2 FALSE 0.04
non-small cell lung cancer KRAS_13 PTPN11 Any deletion 134 88 -5.50 -15.21 -0.54 1130.61 1.00 6299 134 88 0 TRUE 0.69
non-small cell lung cancer KRAS_13 RAD52 Any deletion 103 62 -0.91 -3.28 0.96 25.58 1.09 4564 102 61 1 FALSE 0.38
non-small cell lung cancer KRAS_13 RHEB Any deletion 113 55 -5.38 -16.25 -0.02 983.46 1.00 5189 113 55 0 FALSE 0.58
non-small cell lung cancer KRAS_13 SOCS1 Any deletion 134 56 -0.46 -3.32 1.14 43.38 1.05 6257 133 55 1 FALSE 0.15
non-small cell lung cancer KRAS_13 SOX2 Any deletion 134 109 -0.38 -2.23 0.93 1484.28 1.00 6205 132 107 2 FALSE 0.19
non-small cell lung cancer KRAS_13 SYK Any deletion 117 98 -0.24 -2.08 1.05 1189.76 1.00 5456 115 96 2 FALSE 0.12
non-small cell lung cancer KRAS_13 ZRSR2 Any deletion 124 57 -0.61 -3.63 1.04 363.76 1.00 5673 123 56 1 FALSE 0.22
non-small cell lung cancer KRAS_13 PRKCI Any deletion 90 87 -0.07 -1.93 1.19 839.10 1.01 4401 88 85 2 FALSE 0.03
non-small cell lung cancer KRAS_13 BABAM1 Any deletion 58 97 -0.33 -2.06 1.00 230.45 1.01 2526 56 95 2 FALSE 0.17
colorectal cancer RAS_61 AKT1 Any deletion 165 204 0.28 -0.36 0.88 1547.37 1.00 3735 154 193 11 TRUE 0.43
non-small cell lung cancer RAS_61 AKT1 Any deletion 146 92 0.26 -0.92 1.18 1559.70 1.00 6286 143 89 3 TRUE 0.20
colorectal cancer RAS_61 ALOX12B Any deletion 140 294 -0.14 -0.74 0.43 1369.51 1.00 2965 129 283 11 FALSE 0.20
non-small cell lung cancer RAS_61 ALOX12B Any deletion 130 273 -0.26 -1.09 0.48 1400.55 1.00 5271 125 268 5 FALSE 0.29
pancreatic cancer RAS_61 ALOX12B Any deletion 123 52 -0.03 -0.96 0.86 1595.14 1.00 1667 119 48 4 FALSE 0.02
colorectal cancer RAS_61 AURKB Any deletion 165 585 -0.04 -0.48 0.40 1435.62 1.00 3347 142 562 23 FALSE 0.07
non-small cell lung cancer RAS_61 AURKB Any deletion 144 452 -0.49 -1.30 0.21 1508.11 1.00 5856 138 446 6 FALSE 0.67
pancreatic cancer RAS_61 AURKB Any deletion 135 138 0.12 -0.52 0.69 1292.01 1.00 1835 125 128 10 FALSE 0.14
melanoma RAS_61 AURKB Any deletion 336 83 1.13 0.66 1.57 1591.06 1.00 1188 298 45 38 FALSE 6.10
colorectal cancer RAS_61 BCL2 Any deletion 165 792 0.08 -0.30 0.44 1452.33 1.00 3152 130 757 35 TRUE 0.18
non-small cell lung cancer RAS_61 BCL2 Any deletion 144 373 -0.47 -1.35 0.21 1649.36 1.00 5934 139 368 5 TRUE 0.64
pancreatic cancer RAS_61 BCL2 Any deletion 135 176 -0.08 -0.71 0.47 1529.78 1.00 1798 124 165 11 TRUE 0.11
colorectal cancer RAS_61 BMPR1A Any deletion 165 188 -0.07 -0.83 0.62 1668.54 1.00 3683 157 180 8 TRUE 0.07
non-small cell lung cancer RAS_61 BMPR1A Any deletion 144 181 -1.06 -2.82 0.14 1515.21 1.00 6088 143 180 1 TRUE 0.78
melanoma RAS_61 BMPR1A Any deletion 330 111 0.20 -0.27 0.62 1462.24 1.00 1117 302 83 28 TRUE 0.41
colorectal cancer RAS_61 CCND1 Any deletion 165 74 1.02 0.17 1.73 1192.65 1.00 3845 157 66 8 TRUE 2.05
colorectal cancer RAS_61 CD274 Any deletion 163 88 0.55 -0.26 1.30 1503.39 1.00 3763 156 81 7 FALSE 0.80
non-small cell lung cancer RAS_61 CD274 Any deletion 144 341 -0.12 -0.88 0.54 1321.57 1.00 5930 137 334 7 FALSE 0.13
pancreatic cancer RAS_61 CD274 Any deletion 134 103 -0.26 -1.14 0.51 1532.86 1.00 1856 129 98 5 FALSE 0.26
melanoma RAS_61 CD274 Any deletion 330 158 0.38 -0.01 0.74 1517.77 1.00 1087 286 114 44 FALSE 1.40
colorectal cancer RAS_61 CD79B Any deletion 165 108 0.73 -0.07 1.41 1342.69 1.00 3810 156 99 9 FALSE 1.33
colorectal cancer RAS_61 CDKN1B Any deletion 165 76 0.05 -0.97 0.93 1379.91 1.00 3839 161 72 4 TRUE 0.04
non-small cell lung cancer RAS_61 CDKN1B Any deletion 144 184 -0.26 -1.35 0.58 1402.55 1.00 6129 141 181 3 TRUE 0.22
colorectal cancer RAS_61 CDKN2C Any deletion 165 177 0.20 -0.48 0.85 1645.83 1.00 3742 155 167 10 TRUE 0.26
non-small cell lung cancer RAS_61 CDKN2C Any deletion 144 140 -0.14 -1.10 0.71 1287.38 1.00 6165 141 137 3 TRUE 0.12
pancreatic cancer RAS_61 CDKN2C Any deletion 135 66 -0.42 -1.45 0.43 1380.92 1.00 1899 133 64 2 TRUE 0.42
colorectal cancer RAS_61 CHEK1 Any deletion 126 53 1.01 0.05 1.84 1266.30 1.00 3091 120 47 6 FALSE 1.64
non-small cell lung cancer RAS_61 CHEK1 Any deletion 94 66 -0.06 -1.76 1.20 1510.17 1.00 4577 93 65 1 FALSE 0.03
melanoma RAS_61 CHEK1 Any deletion 285 59 0.63 0.06 1.19 1471.46 1.00 1039 266 40 19 FALSE 1.58
colorectal cancer RAS_61 CHEK2 Any deletion 165 214 -0.08 -0.86 0.58 1511.92 1.00 3707 155 204 10 TRUE 0.08
non-small cell lung cancer RAS_61 CHEK2 Any deletion 144 135 -1.55 -4.02 -0.03 1479.46 1.00 6175 144 135 0 TRUE 0.88
pancreatic cancer RAS_61 CHEK2 Any deletion 135 64 -1.23 -3.07 0.01 1471.37 1.00 1906 134 63 1 TRUE 0.97
colorectal cancer RAS_61 CRKL Any deletion 165 203 -0.13 -0.94 0.55 1385.13 1.00 3715 156 194 9 FALSE 0.14
non-small cell lung cancer RAS_61 CRKL Any deletion 144 104 -1.43 -3.73 0.08 1319.02 1.00 6198 144 104 0 FALSE 0.84
pancreatic cancer RAS_61 CRKL Any deletion 135 55 -1.14 -2.81 0.06 1338.69 1.00 1909 134 54 1 FALSE 0.88
colorectal cancer RAS_61 CSF3R Any deletion 133 180 -0.16 -0.94 0.51 1442.64 1.00 3056 126 173 7 FALSE 0.18
non-small cell lung cancer RAS_61 CSF3R Any deletion 116 108 -0.35 -1.52 0.68 1425.27 1.00 5127 114 106 2 FALSE 0.28
pancreatic cancer RAS_61 CSF3R Any deletion 129 62 -0.62 -1.74 0.31 1458.03 1.00 1744 127 60 2 FALSE 0.62
colorectal cancer RAS_61 ERCC2 Any deletion 165 52 -0.92 -2.67 0.44 1447.53 1.00 3860 164 51 1 TRUE 0.60
non-small cell lung cancer RAS_61 ERCC2 Any deletion 144 142 -0.76 -2.20 0.42 1527.84 1.00 6170 142 140 2 TRUE 0.60
colorectal cancer RAS_61 ETV6 Any deletion 165 63 -0.15 -1.39 0.90 1428.73 1.00 3849 162 60 3 FALSE 0.10
non-small cell lung cancer RAS_61 ETV6 Any deletion 144 153 -0.50 -1.79 0.48 1561.17 1.00 6151 142 151 2 FALSE 0.40
colorectal cancer RAS_61 FAM46C Any deletion 165 162 -0.36 -1.19 0.37 1626.06 1.00 3753 159 156 6 FALSE 0.42
non-small cell lung cancer RAS_61 FAM46C Any deletion 144 182 -0.93 -2.25 0.01 1337.05 1.00 6121 143 181 1 FALSE 0.97
pancreatic cancer RAS_61 FAM46C Any deletion 135 61 -0.72 -1.87 0.23 1524.19 1.00 1904 133 59 2 FALSE 0.74
colorectal cancer RAS_61 FOXA1 Any deletion 109 120 0.25 -0.67 1.04 1053.76 1.00 2700 103 114 6 FALSE 0.23
colorectal cancer RAS_61 GREM1 Any deletion 124 105 -0.77 -2.26 0.40 1518.97 1.00 2969 121 102 3 FALSE 0.61
non-small cell lung cancer RAS_61 GREM1 Any deletion 94 108 -1.74 -5.48 0.02 1426.47 1.00 4488 94 108 0 FALSE 0.64
colorectal cancer RAS_61 H3F3B Any deletion 104 54 0.89 -0.13 1.75 1304.01 1.00 2561 99 49 5 TRUE 1.14
colorectal cancer RAS_61 ID3 Any deletion 143 277 0.05 -0.52 0.59 1452.96 1.00 3119 130 264 13 FALSE 0.06
non-small cell lung cancer RAS_61 ID3 Any deletion 133 166 -0.82 -2.36 0.24 1427.96 1.00 5555 132 165 1 FALSE 0.68
pancreatic cancer RAS_61 ID3 Any deletion 130 90 -0.26 -1.20 0.49 1475.97 1.00 1758 125 85 5 FALSE 0.27
colorectal cancer RAS_61 IDH2 Any deletion 165 164 -0.30 -1.16 0.50 1493.11 1.00 3770 159 158 6 TRUE 0.32
non-small cell lung cancer RAS_61 IDH2 Any deletion 146 148 -0.90 -2.51 0.22 1370.52 1.00 6228 145 147 1 TRUE 0.69
colorectal cancer RAS_61 KRAS Any deletion 165 56 -0.25 -1.81 0.95 1515.53 1.00 3875 162 53 3 TRUE 0.14
non-small cell lung cancer RAS_61 KRAS Any deletion 146 98 -1.49 -5.58 0.36 1208.37 1.00 6277 146 98 0 TRUE 0.42
colorectal cancer RAS_61 MAPK1 Any deletion 148 210 -0.14 -0.91 0.52 1462.07 1.00 3388 139 201 9 FALSE 0.15
non-small cell lung cancer RAS_61 MAPK1 Any deletion 142 110 -1.51 -3.91 0.03 1345.55 1.00 5985 142 110 0 FALSE 0.83
pancreatic cancer RAS_61 MAPK1 Any deletion 130 58 -1.19 -2.96 0.07 1538.79 1.00 1829 129 57 1 FALSE 0.90
colorectal cancer RAS_61 MEF2B Any deletion 165 57 -0.40 -1.88 0.74 1418.47 1.00 3854 163 55 2 FALSE 0.26
non-small cell lung cancer RAS_61 MEF2B Any deletion 144 247 -0.44 -1.54 0.43 1402.89 1.00 6059 140 243 4 FALSE 0.42
colorectal cancer RAS_61 MPL Any deletion 165 152 -0.23 -1.03 0.54 1527.84 1.00 3780 159 146 6 TRUE 0.25
non-small cell lung cancer RAS_61 MPL Any deletion 146 113 -0.46 -1.67 0.55 1438.56 1.00 6256 144 111 2 TRUE 0.38
pancreatic cancer RAS_61 MPL Any deletion 135 57 -0.83 -2.32 0.22 1495.11 1.00 1907 134 56 1 TRUE 0.72
colorectal cancer RAS_61 MUTYH Any deletion 165 158 -0.07 -0.90 0.64 1465.19 1.00 3758 158 151 7 TRUE 0.07
non-small cell lung cancer RAS_61 MUTYH Any deletion 144 121 -0.17 -1.24 0.77 1464.44 1.00 6184 141 118 3 TRUE 0.13
pancreatic cancer RAS_61 MUTYH Any deletion 135 60 -0.74 -2.16 0.27 1489.87 1.00 1904 134 59 1 TRUE 0.63
colorectal cancer RAS_61 MYD88 Any deletion 165 81 -0.26 -1.27 0.62 1414.70 1.00 3833 162 78 3 TRUE 0.23
non-small cell lung cancer RAS_61 MYD88 Any deletion 144 323 -0.54 -1.45 0.20 1508.44 1.00 5991 140 319 4 TRUE 0.69
pancreatic cancer RAS_61 MYD88 Any deletion 135 67 -0.09 -1.00 0.75 1278.32 1.00 1907 130 62 5 TRUE 0.08
colorectal cancer RAS_61 NEGR1 Any deletion 114 88 -0.40 -1.85 0.69 1456.98 1.00 2586 112 86 2 FALSE 0.26
non-small cell lung cancer RAS_61 NEGR1 Any deletion 102 70 0.64 -0.56 1.68 1519.16 1.00 4485 98 66 4 FALSE 0.57
colorectal cancer RAS_61 NF2 Any deletion 165 218 0.08 -0.58 0.66 1458.85 1.00 3703 155 208 10 TRUE 0.10
non-small cell lung cancer RAS_61 NF2 Any deletion 144 142 -1.30 -3.73 0.11 1382.82 1.00 6168 144 142 0 TRUE 0.76
pancreatic cancer RAS_61 NF2 Any deletion 135 64 -0.67 -2.00 0.39 1550.03 1.00 1907 133 62 2 TRUE 0.59
thyroid cancer RAS_61 NF2 Any deletion 156 52 1.17 0.58 1.75 1500.30 1.00 662 134 30 22 TRUE 4.15
colorectal cancer RAS_61 NFKBIA Any deletion 160 207 -0.30 -1.16 0.42 1581.86 1.00 3505 153 200 7 FALSE 0.33
colorectal cancer RAS_61 NPM1 Any deletion 165 127 0.43 -0.36 1.11 1463.50 1.00 3808 156 118 9 FALSE 0.61
non-small cell lung cancer RAS_61 NPM1 Any deletion 146 140 -1.98 -6.83 0.23 1389.23 1.00 6227 146 140 0 FALSE 0.53
colorectal cancer RAS_61 NRAS Any deletion 165 190 -0.43 -1.24 0.27 1592.20 1.00 3744 159 184 6 TRUE 0.57
non-small cell lung cancer RAS_61 NRAS Any deletion 146 209 -0.69 -1.76 0.17 1484.85 1.00 6168 144 207 2 TRUE 0.80
pancreatic cancer RAS_61 NRAS Any deletion 135 64 -0.50 -1.48 0.38 1055.61 1.00 1908 132 61 3 TRUE 0.54
colorectal cancer RAS_61 PHOX2B Any deletion 148 236 0.46 -0.10 0.99 1575.03 1.00 3366 133 221 15 TRUE 0.98
non-small cell lung cancer RAS_61 PHOX2B Any deletion 142 121 -2.32 -7.70 0.05 1256.28 1.00 5966 142 121 0 TRUE 0.49
colorectal cancer RAS_61 PPM1D Any deletion 104 51 0.95 -0.14 1.82 1441.96 1.00 2564 99 46 5 FALSE 1.22
colorectal cancer RAS_61 PRDM1 Any deletion 165 71 0.17 -0.88 1.05 1426.62 1.00 3842 161 67 4 FALSE 0.14
non-small cell lung cancer RAS_61 PRDM1 Any deletion 144 282 0.03 -0.74 0.71 1566.57 1.00 6027 137 275 7 FALSE 0.03
pancreatic cancer RAS_61 PRDM1 Any deletion 135 88 -0.82 -2.00 0.18 1282.96 1.00 1877 133 86 2 FALSE 0.81
melanoma RAS_61 PRDM1 Any deletion 336 141 0.47 0.10 0.83 1479.40 1.00 1132 294 99 42 FALSE 1.87
colorectal cancer RAS_61 PRKAR1A Any deletion 165 100 1.01 0.28 1.57 18.04 1.12 3819 155 90 10 TRUE 2.14
colorectal cancer RAS_61 RAD51C Any deletion 126 53 0.88 -0.16 1.76 1452.57 1.00 3090 121 48 5 TRUE 1.15
colorectal cancer RAS_61 RAD51 Any deletion 126 116 -0.49 -1.74 0.51 1605.87 1.00 3026 122 112 4 FALSE 0.39
non-small cell lung cancer RAS_61 RAD51 Any deletion 94 118 -1.61 -5.34 0.21 1478.94 1.00 4524 94 118 0 FALSE 0.58
colorectal cancer RAS_61 RAF1 Any deletion 165 83 -0.22 -1.20 0.66 1474.26 1.00 3831 162 80 3 TRUE 0.19
non-small cell lung cancer RAS_61 RAF1 Any deletion 144 302 -0.44 -1.34 0.31 1454.36 1.00 6012 140 298 4 TRUE 0.53
pancreatic cancer RAS_61 RAF1 Any deletion 135 56 0.07 -0.80 0.90 1625.36 1.00 1918 130 51 5 TRUE 0.06
colorectal cancer RAS_61 RARA Any deletion 165 92 0.93 0.15 1.61 1464.91 1.00 3826 156 83 9 FALSE 1.91
colorectal cancer RAS_61 RHOA Any deletion 109 53 -0.29 -1.50 0.79 1421.78 1.00 2765 107 51 2 FALSE 0.20
non-small cell lung cancer RAS_61 RHOA Any deletion 92 140 -0.60 -1.96 0.44 1468.96 1.00 4288 91 139 1 FALSE 0.48
pancreatic cancer RAS_61 RHOA Any deletion 113 51 -0.08 -1.18 0.86 1648.79 1.00 1583 109 47 4 FALSE 0.06
colorectal cancer RAS_61 RUNX1 Any deletion 165 112 -0.46 -1.71 0.50 1391.58 1.00 3801 161 108 4 TRUE 0.38
non-small cell lung cancer RAS_61 RUNX1 Any deletion 144 99 -1.72 -5.80 0.07 1288.57 1.00 6203 144 99 0 TRUE 0.54
colorectal cancer RAS_61 SDHAF2 Any deletion 148 75 1.06 0.28 1.76 1476.02 1.00 3521 139 66 9 TRUE 2.24
non-small cell lung cancer RAS_61 SDHAF2 Any deletion 142 56 -1.20 -5.72 0.99 1280.30 1.00 6031 142 56 0 TRUE 0.28
colorectal cancer RAS_61 SDHB Any deletion 163 266 0.04 -0.58 0.61 1471.98 1.00 3590 151 254 12 FALSE 0.04
non-small cell lung cancer RAS_61 SDHB Any deletion 144 148 -0.37 -1.44 0.55 1360.47 1.00 6118 142 146 2 FALSE 0.34
pancreatic cancer RAS_61 SDHB Any deletion 134 80 -0.11 -1.00 0.64 1206.46 1.00 1879 129 75 5 FALSE 0.10
colorectal cancer RAS_61 SDHD Any deletion 163 113 0.63 -0.10 1.29 1420.01 1.00 3740 154 104 9 FALSE 1.13
non-small cell lung cancer RAS_61 SDHD Any deletion 144 145 -0.86 -2.56 0.39 1490.00 1.00 6120 143 144 1 FALSE 0.58
melanoma RAS_61 SDHD Any deletion 330 105 0.64 0.23 1.05 1506.59 1.00 1130 295 70 35 FALSE 2.47
colorectal cancer RAS_61 SMARCB1 Any deletion 165 217 -0.19 -0.96 0.48 1316.02 1.00 3720 156 208 9 TRUE 0.22
non-small cell lung cancer RAS_61 SMARCB1 Any deletion 146 118 -1.53 -3.99 -0.07 1430.98 1.00 6257 146 118 0 TRUE 0.89
pancreatic cancer RAS_61 SMARCB1 Any deletion 135 63 -1.23 -2.88 -0.06 1381.00 1.00 1907 134 62 1 TRUE 1.08
colorectal cancer RAS_61 SRSF2 Any deletion 143 88 0.70 -0.12 1.46 1322.36 1.00 3302 136 81 7 FALSE 1.06
colorectal cancer RAS_61 STAT3 Any deletion 158 88 0.95 0.12 1.68 754.55 1.00 3563 149 79 9 FALSE 1.84
colorectal cancer RAS_61 SUFU Any deletion 165 169 -0.23 -1.11 0.54 1442.71 1.00 3746 159 163 6 TRUE 0.24
non-small cell lung cancer RAS_61 SUFU Any deletion 144 187 -1.14 -2.81 0.12 1234.29 1.00 6116 143 186 1 TRUE 0.91
melanoma RAS_61 SUFU Any deletion 336 105 0.12 -0.33 0.58 1562.12 1.00 1153 311 80 25 TRUE 0.22
colorectal cancer RAS_61 SUZ12 Any deletion 148 91 0.96 0.22 1.63 1366.40 1.00 3505 139 82 9 FALSE 2.13
colorectal cancer RAS_61 TMPRSS2 Any deletion 155 113 0.04 -0.88 0.84 1523.08 1.00 3648 149 107 6 FALSE 0.04
non-small cell lung cancer RAS_61 TMPRSS2 Any deletion 127 82 -0.87 -2.78 0.41 1601.14 1.00 5733 127 82 0 FALSE 0.53
pancreatic cancer RAS_61 TMPRSS2 Any deletion 134 61 -0.38 -1.51 0.54 1385.47 1.00 1866 131 58 3 FALSE 0.33
colorectal cancer RAS_61 VHL Any deletion 165 85 -0.22 -1.18 0.67 1387.83 1.00 3844 162 82 3 TRUE 0.19
non-small cell lung cancer RAS_61 VHL Any deletion 146 307 -0.46 -1.33 0.30 1490.53 1.00 6064 142 303 4 TRUE 0.56
pancreatic cancer RAS_61 VHL Any deletion 135 53 0.11 -0.79 0.96 1456.55 1.00 1915 130 48 5 TRUE 0.09
colorectal cancer RAS_61 YAP1 Any deletion 109 52 1.08 0.21 1.88 1443.12 1.00 2768 103 46 6 FALSE 1.93
non-small cell lung cancer RAS_61 YAP1 Any deletion 92 53 0.76 -0.47 1.71 1452.34 1.00 4368 90 51 2 FALSE 0.74
colorectal cancer RAS_61 ETV4 Any deletion 81 80 0.89 -0.02 1.61 575.17 1.01 1684 73 72 8 FALSE 1.50
colorectal cancer RAS_61 EWSR1 Any deletion 81 214 -0.07 -0.84 0.62 1461.09 1.00 1552 71 204 10 TRUE 0.07
non-small cell lung cancer RAS_61 EWSR1 Any deletion 66 136 -2.23 -7.18 -0.10 1485.50 1.00 2510 66 136 0 TRUE 0.62
colorectal cancer RAS_61 FANCD2 Any deletion 81 88 -0.48 -1.62 0.52 1434.46 1.00 1673 78 85 3 TRUE 0.42
non-small cell lung cancer RAS_61 FANCD2 Any deletion 66 300 -0.72 -1.78 0.14 1540.52 1.00 2358 62 296 4 TRUE 0.84
colorectal cancer RAS_61 MYCL Any deletion 165 163 0.00 -0.78 0.73 1429.10 1.00 3756 157 155 8 FALSE 0.00
non-small cell lung cancer RAS_61 MYCL Any deletion 144 111 -0.38 -1.68 0.61 1647.03 1.00 6201 142 109 2 FALSE 0.29
pancreatic cancer RAS_61 MYCL Any deletion 135 59 -0.82 -2.31 0.23 976.66 1.00 1911 134 58 1 FALSE 0.67
colorectal cancer RAS_61 FAS Any deletion 79 196 0.17 -0.56 0.80 1378.74 1.00 1506 68 185 11 FALSE 0.21
non-small cell lung cancer RAS_61 FAS Any deletion 66 178 -1.19 -2.89 0.12 1338.31 1.00 2431 65 177 1 FALSE 0.92
melanoma RAS_61 FAS Any deletion 142 108 0.10 -0.38 0.58 1220.48 1.00 385 115 81 27 FALSE 0.16
colorectal cancer RAS_61 GATA4 Any deletion 79 602 -0.02 -0.50 0.42 1551.39 1.00 1116 52 575 27 FALSE 0.03
non-small cell lung cancer RAS_61 GATA4 Any deletion 66 481 -0.13 -0.80 0.48 1418.69 1.00 2138 55 470 11 FALSE 0.16
melanoma RAS_61 GATA4 Any deletion 142 85 0.00 -0.56 0.49 1553.18 1.00 401 122 65 20 FALSE 0.01
colorectal cancer RAS_61 GATA6 Any deletion 79 521 -0.19 -0.73 0.30 1530.83 1.00 1191 58 500 21 FALSE 0.32
non-small cell lung cancer RAS_61 GATA6 Any deletion 66 216 -1.01 -2.38 0.08 1510.57 1.00 2394 64 214 2 FALSE 0.94
colorectal cancer RAS_61 PDCD1LG2 Any deletion 125 82 0.55 -0.27 1.27 1369.76 1.00 2702 118 75 7 FALSE 0.77
non-small cell lung cancer RAS_61 PDCD1LG2 Any deletion 108 329 -0.14 -0.90 0.53 1393.21 1.00 4146 101 322 7 FALSE 0.15
pancreatic cancer RAS_61 PDCD1LG2 Any deletion 92 99 -0.61 -1.60 0.25 1284.79 1.00 1290 89 96 3 FALSE 0.68
melanoma RAS_61 PDCD1LG2 Any deletion 251 151 0.28 -0.11 0.66 1337.29 1.00 742 210 110 41 FALSE 0.81
colorectal cancer RAS_61 PPARG Any deletion 115 69 -0.11 -1.08 0.76 1444.30 1.00 2559 112 66 3 FALSE 0.09
non-small cell lung cancer RAS_61 PPARG Any deletion 91 251 -0.46 -1.46 0.37 1425.18 1.00 3741 88 248 3 FALSE 0.48
pancreatic cancer RAS_61 PPARG Any deletion 91 51 0.19 -0.74 1.08 1556.29 1.00 1307 86 46 5 FALSE 0.17
colorectal cancer RAS_61 QKI Any deletion 69 67 -1.08 -3.20 0.38 1408.48 1.00 1471 68 66 1 FALSE 0.62
melanoma RAS_61 QKI Any deletion 127 117 0.27 -0.20 0.74 1576.69 1.00 357 96 86 31 FALSE 0.57
colorectal cancer RAS_61 TP53BP1 Any deletion 86 110 -0.87 -2.39 0.24 1442.48 1.00 1897 83 107 3 FALSE 0.72
non-small cell lung cancer RAS_61 TP53BP1 Any deletion 58 113 -1.79 -5.04 0.02 1353.30 1.00 2687 58 113 0 FALSE 0.72
colorectal cancer RAS_61 BCL2L12 Any deletion 64 56 -1.09 -2.89 0.30 1526.07 1.00 1379 63 55 1 FALSE 0.75
non-small cell lung cancer RAS_61 BCL2L12 Any deletion 64 160 -1.01 -2.53 0.14 1676.59 1.00 2273 62 158 2 FALSE 0.88
colorectal cancer RAS_61 BUB1B Any deletion 64 212 -0.27 -1.05 0.43 1173.13 1.00 1230 56 204 8 TRUE 0.32
non-small cell lung cancer RAS_61 BUB1B Any deletion 64 227 -0.63 -1.66 0.19 1259.46 1.00 2207 61 224 3 TRUE 0.74
colorectal cancer RAS_61 CIITA Any deletion 64 65 0.30 -0.79 1.22 1386.78 1.00 1373 60 61 4 FALSE 0.26
non-small cell lung cancer RAS_61 CIITA Any deletion 64 61 0.19 -1.09 1.22 1396.28 1.00 2372 62 59 2 FALSE 0.12
colorectal cancer RAS_61 PRF1 Any deletion 64 116 -0.38 -1.43 0.58 1496.97 1.00 1322 60 112 4 FALSE 0.34
non-small cell lung cancer RAS_61 PRF1 Any deletion 64 142 -1.17 -2.92 0.19 1361.02 1.00 2290 63 141 1 FALSE 0.81
melanoma RAS_61 PRF1 Any deletion 105 97 0.03 -0.55 0.55 1354.46 1.00 254 81 73 24 FALSE 0.03
colorectal cancer RAS_61 SETBP1 Any deletion 70 732 0.10 -0.35 0.60 1380.81 1.00 840 36 698 34 FALSE 0.16
non-small cell lung cancer RAS_61 SETBP1 Any deletion 64 348 -1.12 -2.40 -0.17 1456.98 1.00 2167 61 345 3 FALSE 1.30
colorectal cancer RAS_61 SMC3 Any deletion 64 148 -0.42 -1.44 0.41 1273.44 1.00 1291 59 143 5 FALSE 0.42
non-small cell lung cancer RAS_61 SMC3 Any deletion 64 181 -2.27 -5.13 -0.47 1418.02 1.00 2250 64 181 0 FALSE 1.11
melanoma RAS_61 SMC3 Any deletion 105 93 0.00 -0.52 0.54 1440.01 1.00 257 82 70 23 FALSE 0.01
colorectal cancer RAS_61 WRN Any deletion 64 585 -0.04 -0.53 0.45 1371.02 1.00 874 39 560 25 TRUE 0.06
non-small cell lung cancer RAS_61 WRN Any deletion 64 510 -0.47 -1.20 0.21 1488.10 1.00 1930 55 501 9 TRUE 0.73
melanoma RAS_61 WRN Any deletion 105 84 0.16 -0.38 0.71 1371.28 1.00 266 82 61 23 TRUE 0.26
colorectal cancer RAS_61 XPC Any deletion 64 83 -0.54 -1.79 0.54 1333.44 1.00 1354 61 80 3 TRUE 0.45
non-small cell lung cancer RAS_61 XPC Any deletion 64 304 -1.01 -2.16 -0.09 1602.07 1.00 2130 61 301 3 TRUE 1.23
colorectal cancer RAS_61 SS18 Any deletion 54 625 0.05 -0.50 0.59 1350.55 1.00 681 28 599 26 FALSE 0.06
melanoma RAS_61 KAT6B Any deletion 54 54 0.23 -0.53 0.94 1303.07 1.00 129 39 39 15 FALSE 0.27
melanoma RAS_61 KLLN Any deletion 54 54 -0.03 -0.78 0.68 1115.36 1.00 127 41 41 13 FALSE 0.03
melanoma RAS_61 MTAP Any deletion 54 88 0.51 -0.08 1.14 1341.71 1.00 109 28 62 26 FALSE 1.01
melanoma RAS_61 NT5C2 Any deletion 54 54 -0.05 -0.87 0.67 1158.72 1.00 127 41 41 13 FALSE 0.05
melanoma RAS_61 USP28 Any deletion 54 51 0.86 0.19 1.52 1322.54 1.00 139 35 32 19 FALSE 1.91
colorectal cancer RAS_61 USP8 Any deletion 54 106 -0.52 -1.90 0.58 1449.39 1.00 1177 51 103 3 FALSE 0.40
colorectal cancer RAS_61 FAM175A Any deletion 124 130 0.41 -0.40 1.13 1319.92 1.00 2949 116 122 8 FALSE 0.54
non-small cell lung cancer RAS_61 FAM175A Any deletion 94 62 -0.16 -1.98 1.15 1607.25 1.00 4535 93 61 1 FALSE 0.07
colorectal cancer RAS_61 MRE11A Any deletion 126 53 0.73 -0.40 1.67 1433.97 1.00 3090 121 48 5 FALSE 0.82
non-small cell lung cancer RAS_61 MRE11A Any deletion 94 54 0.24 -1.29 1.40 1610.07 1.00 4589 93 53 1 FALSE 0.14
colorectal cancer RAS_61 WHSC1 Any deletion 71 135 0.04 -0.84 0.79 1365.18 1.00 1618 65 129 6 FALSE 0.03
non-small cell lung cancer RAS_61 WHSC1 Any deletion 56 65 -0.34 -2.15 0.96 1189.02 1.00 2559 55 64 1 FALSE 0.17
colorectal cancer RAS_61 WHSC1L1 Any deletion 77 166 0.10 -0.66 0.77 1501.45 1.00 1692 70 159 7 FALSE 0.10
non-small cell lung cancer RAS_61 WHSC1L1 Any deletion 56 152 0.32 -0.64 1.13 1469.83 1.00 2557 51 147 5 FALSE 0.33
non-small cell lung cancer RAS_61 CDK8 Any deletion 94 165 -0.75 -2.46 0.58 1493.99 1.00 4471 92 163 2 FALSE 0.47
non-small cell lung cancer RAS_61 FANCC Any deletion 144 177 -0.33 -1.51 0.67 1217.21 1.00 6128 141 174 3 TRUE 0.27
melanoma RAS_61 FANCC Any deletion 336 75 0.42 -0.12 0.93 1544.36 1.00 1178 314 53 22 TRUE 0.99
non-small cell lung cancer RAS_61 HRAS Any deletion 146 105 -5.71 -12.35 -1.38 1390.13 1.00 6270 146 105 0 TRUE 1.28
pancreatic cancer RAS_61 HRAS Any deletion 135 59 -5.68 -12.41 -1.36 1411.10 1.00 1910 135 59 0 TRUE 1.28
non-small cell lung cancer RAS_61 KLF4 Any deletion 92 73 -5.29 -15.44 0.03 373.84 1.01 4346 92 73 0 FALSE 0.66
non-small cell lung cancer RAS_61 LMO1 Any deletion 144 100 -5.41 -14.44 -0.63 1139.41 1.00 6202 144 100 0 FALSE 0.82
non-small cell lung cancer RAS_61 PAX5 Any deletion 144 241 -0.09 -0.96 0.67 1556.22 1.00 6066 139 236 5 TRUE 0.08
pancreatic cancer RAS_61 PAX5 Any deletion 135 57 0.03 -0.97 0.96 1373.37 1.00 1910 131 53 4 TRUE 0.02
melanoma RAS_61 PAX5 Any deletion 336 126 0.61 0.19 1.03 1324.19 1.00 1149 295 85 41 TRUE 2.46
non-small cell lung cancer RAS_61 TNFAIP3 Any deletion 144 249 -0.18 -1.08 0.65 1433.32 1.00 6058 139 244 5 TRUE 0.17
pancreatic cancer RAS_61 TNFAIP3 Any deletion 135 86 -0.58 -1.72 0.32 1395.91 1.00 1880 132 83 3 TRUE 0.57
melanoma RAS_61 TNFAIP3 Any deletion 336 133 0.52 0.12 0.89 1529.26 1.00 1141 295 92 41 TRUE 2.09
melanoma RAS_61 ARHGEF12 Any deletion 54 53 0.66 0.00 1.34 1430.84 1.00 136 36 35 18 FALSE 1.26
non-small cell lung cancer RAS_61 CDKN1C Any deletion 64 111 -5.97 -17.27 -0.87 1189.23 1.00 2320 64 111 0 FALSE 0.68
non-small cell lung cancer RAS_61 MYB Any deletion 66 246 -0.49 -1.60 0.42 1509.50 1.00 2366 62 242 4 FALSE 0.46
melanoma RAS_61 MYB Any deletion 142 124 0.52 0.11 0.94 1428.49 1.00 381 103 85 39 FALSE 1.77
non-small cell lung cancer RAS_61 FANCF Any deletion 66 91 -5.82 -15.88 -0.47 842.03 1.00 2555 66 91 0 TRUE 0.75
non-small cell lung cancer RAS_61 FANCG Any deletion 66 243 -0.02 -0.90 0.76 1379.06 1.00 2409 60 237 6 TRUE 0.02
melanoma RAS_61 FANCG Any deletion 148 119 0.61 0.15 1.03 961.68 1.00 417 109 80 39 TRUE 2.22
non-small cell lung cancer RAS_61 CYLD Any deletion 108 156 -1.28 -3.43 0.22 1516.73 1.00 4313 107 155 1 FALSE 0.72
melanoma RAS_61 CYLD Any deletion 251 69 0.68 0.17 1.18 1423.48 1.00 807 226 44 25 FALSE 2.06
non-small cell lung cancer RAS_61 XPA Any deletion 64 177 -0.51 -1.84 0.57 1335.56 1.00 2257 61 174 3 TRUE 0.40
melanoma RAS_61 XPA Any deletion 105 79 0.37 -0.17 0.90 1363.20 1.00 272 81 55 24 TRUE 0.76
melanoma RAS_61 DOCK8 Any deletion 54 79 0.68 0.07 1.32 1322.33 1.01 115 28 53 26 FALSE 1.50
melanoma RAS_61 HMBS Any deletion 54 53 0.75 0.06 1.43 1262.72 1.00 134 35 34 19 FALSE 1.55
non-small cell lung cancer RAS_61 AKT2 Any deletion 144 105 -1.37 -3.97 0.45 1332.92 1.00 6206 143 104 1 TRUE 0.60
non-small cell lung cancer RAS_61 BCL6 Any deletion 144 129 -0.08 -1.46 0.99 677.24 1.00 6176 141 126 3 FALSE 0.05
non-small cell lung cancer RAS_61 CALR Any deletion 83 114 -5.40 -14.37 -0.64 1219.10 1.00 3938 83 114 0 TRUE 0.90
non-small cell lung cancer RAS_61 CBFB Any deletion 94 64 -5.23 -13.18 -0.30 892.56 1.00 4570 94 64 0 FALSE 1.01
non-small cell lung cancer RAS_61 CCND2 Any deletion 144 152 -0.82 -2.57 0.47 1158.85 1.00 6160 142 150 2 FALSE 0.52
non-small cell lung cancer RAS_61 CCNE1 Any deletion 144 85 -0.22 -1.98 1.03 651.93 1.00 6227 142 83 2 TRUE 0.10
non-small cell lung cancer RAS_61 CDK6 Any deletion 144 53 -0.87 -3.40 1.15 71.11 1.05 6258 143 52 1 TRUE 0.31
non-small cell lung cancer RAS_61 CEBPA Any deletion 135 86 -1.09 -3.77 0.69 1310.55 1.00 5850 134 85 1 TRUE 0.46
non-small cell lung cancer RAS_61 CRLF2 Any deletion 144 81 0.69 -0.49 1.67 1195.16 1.00 6225 140 77 4 FALSE 0.68
non-small cell lung cancer RAS_61 ERCC4 Any deletion 144 51 0.32 -1.49 1.62 746.59 1.00 6215 142 49 2 TRUE 0.16
non-small cell lung cancer RAS_61 EZH2 Any deletion 146 64 -0.81 -3.70 0.98 1415.43 1.00 6312 145 63 1 TRUE 0.31
non-small cell lung cancer RAS_61 GATA2 Any deletion 94 56 -5.18 -14.69 0.07 1296.89 1.00 4586 94 56 0 TRUE 0.68
non-small cell lung cancer RAS_61 IDH1 Any deletion 146 51 -5.35 -15.72 0.00 936.29 1.00 6324 146 51 0 TRUE 0.52
non-small cell lung cancer RAS_61 MAP2K2 Any deletion 94 126 -5.57 -14.35 -0.68 1434.08 1.00 4516 94 126 0 FALSE 0.84
non-small cell lung cancer RAS_61 PNRC1 Any deletion 130 152 -0.20 -1.51 0.76 1277.18 1.00 5390 127 149 3 FALSE 0.14
melanoma RAS_61 PNRC1 Any deletion 282 57 0.63 0.05 1.16 1570.63 1.00 1025 263 38 19 FALSE 1.51
non-small cell lung cancer RAS_61 PPP2R1A Any deletion 94 78 -0.95 -3.78 0.91 1148.91 1.00 4565 93 77 1 FALSE 0.37
non-small cell lung cancer RAS_61 PTPN11 Any deletion 146 88 -1.16 -3.86 0.79 1069.10 1.00 6288 145 87 1 TRUE 0.49
non-small cell lung cancer RAS_61 RAD52 Any deletion 94 62 -0.85 -4.34 1.08 142.78 1.03 4573 93 61 1 FALSE 0.27
non-small cell lung cancer RAS_61 RHEB Any deletion 116 55 -0.61 -3.47 1.17 583.40 1.01 5187 115 54 1 FALSE 0.22
non-small cell lung cancer RAS_61 SOCS1 Any deletion 144 56 0.22 -1.59 1.58 378.90 1.01 6248 142 54 2 FALSE 0.10
non-small cell lung cancer RAS_61 SOX2 Any deletion 144 109 0.06 -1.34 1.16 1128.01 1.00 6196 141 106 3 FALSE 0.03
non-small cell lung cancer RAS_61 SYK Any deletion 130 98 0.14 -1.38 1.24 1565.15 1.00 5444 127 95 3 FALSE 0.08
non-small cell lung cancer RAS_61 ZRSR2 Any deletion 133 57 0.70 -0.76 1.82 240.97 1.01 5666 130 54 3 FALSE 0.54
non-small cell lung cancer RAS_61 ETV5 Any deletion 66 120 -0.16 -1.53 0.92 1282.96 1.00 2529 63 117 3 TRUE 0.10
non-small cell lung cancer RAS_61 PRKDC Any deletion 66 99 -1.41 -4.21 0.47 1224.69 1.00 2548 65 98 1 FALSE 0.61
non-small cell lung cancer RAS_61 PRKCI Any deletion 108 87 -0.29 -2.24 1.01 1337.60 1.00 4383 106 85 2 FALSE 0.14
non-small cell lung cancer RAS_61 CBLB Any deletion 64 141 -0.90 -2.69 0.48 1249.92 1.00 2292 62 139 2 FALSE 0.58
non-small cell lung cancer RAS_61 CRTC1 Any deletion 64 233 -0.90 -2.22 0.15 1493.06 1.00 2201 61 230 3 FALSE 0.81
non-small cell lung cancer RAS_61 CUX1 Any deletion 64 65 -1.01 -3.78 0.83 1475.13 1.00 2367 63 64 1 FALSE 0.40
non-small cell lung cancer RAS_61 DDB2 Any deletion 64 76 -5.68 -15.14 -0.40 905.63 1.00 2355 64 76 0 TRUE 0.66
non-small cell lung cancer RAS_61 EXT2 Any deletion 64 79 -5.50 -15.32 -0.56 1237.66 1.00 2352 64 79 0 TRUE 0.65
non-small cell lung cancer RAS_61 LMO2 Any deletion 64 87 -5.62 -14.91 -0.54 1128.22 1.00 2344 64 87 0 FALSE 0.70
non-small cell lung cancer RAS_61 MECOM Any deletion 64 83 -1.27 -4.15 0.67 1221.37 1.00 2430 63 82 1 FALSE 0.51
non-small cell lung cancer RAS_61 MYBL1 Any deletion 64 70 -5.24 -14.39 -0.24 1358.33 1.00 2361 64 70 0 FALSE 0.71
non-small cell lung cancer RAS_61 NFKBIZ Any deletion 64 130 -0.78 -2.62 0.55 1111.50 1.00 2303 62 128 2 FALSE 0.47
non-small cell lung cancer RAS_61 SBDS Any deletion 64 58 -0.91 -3.71 0.97 1302.50 1.00 2374 63 57 1 TRUE 0.33
non-small cell lung cancer RAS_61 STAT6 Any deletion 64 52 -5.65 -17.28 -0.16 1241.80 1.00 2379 64 52 0 FALSE 0.66
non-small cell lung cancer RAS_61 BABAM1 Any deletion 56 97 -5.45 -15.01 -0.70 1032.83 1.00 2526 56 97 0 FALSE 0.77
melanoma RAS_61 RSPO3 Any deletion 54 58 0.35 -0.35 1.00 1424.22 1.00 127 37 41 17 FALSE 0.51
pancreatic cancer RAS_61 CDKN1A Any deletion 134 53 -0.80 -2.52 0.46 755.61 1.01 1903 132 51 2 FALSE 0.51
non-small cell lung cancer RAS_12C ABL1 Any deletion 309 166 -0.21 -1.04 0.51 936.30 1.00 6045 302 159 7 TRUE 0.22
non-small cell lung cancer RAS_12C AKT1 Any deletion 309 92 -0.21 -1.41 0.75 1381.78 1.00 6124 305 88 4 TRUE 0.15
non-small cell lung cancer RAS_12C ALOX12B Any deletion 263 273 -0.56 -1.32 0.09 1448.57 1.00 5141 255 265 8 FALSE 0.91
non-small cell lung cancer RAS_12C AURKB Any deletion 308 452 -0.35 -0.88 0.12 1478.22 1.00 5702 292 436 16 FALSE 0.78
non-small cell lung cancer RAS_12C AXL Any deletion 308 120 -2.28 -4.96 -0.51 1231.36 1.00 6027 307 119 1 FALSE 1.42
non-small cell lung cancer RAS_12C B2M Any deletion 301 215 -0.67 -1.57 0.13 1420.00 1.01 5719 295 209 6 FALSE 0.91
non-small cell lung cancer RAS_12C BAP1 Any deletion 308 348 -0.40 -1.02 0.13 1487.21 1.00 5810 296 336 12 TRUE 0.76
non-small cell lung cancer RAS_12C BCL2 Any deletion 308 373 -0.38 -1.00 0.13 1294.75 1.00 5778 295 360 13 TRUE 0.72
non-small cell lung cancer RAS_12C BLM Any deletion 308 143 -0.43 -1.48 0.41 1536.00 1.00 6000 303 138 5 TRUE 0.44
non-small cell lung cancer RAS_12C BMPR1A Any deletion 308 181 -0.94 -2.20 0.00 1389.29 1.00 5927 304 177 4 TRUE 1.08
non-small cell lung cancer RAS_12C CBL Any deletion 308 133 -0.96 -2.33 0.12 261.61 1.01 6016 305 130 3 TRUE 0.86
non-small cell lung cancer RAS_12C CD274 Any deletion 308 341 -0.12 -0.66 0.38 1456.04 1.00 5774 293 326 15 FALSE 0.19
non-small cell lung cancer RAS_12C CDKN1B Any deletion 308 184 0.09 -0.64 0.70 1030.84 1.00 5972 298 174 10 TRUE 0.11
non-small cell lung cancer RAS_12C CDKN2C Any deletion 308 140 0.41 -0.24 1.06 1305.37 1.00 6008 298 130 10 TRUE 0.66
non-small cell lung cancer RAS_12C CHEK1 Any deletion 233 66 -0.22 -1.61 0.86 1373.57 1.00 4440 230 63 3 FALSE 0.13
non-small cell lung cancer RAS_12C CHEK2 Any deletion 308 135 -0.16 -1.10 0.63 1496.58 1.00 6017 302 129 6 TRUE 0.15
non-small cell lung cancer RAS_12C CRKL Any deletion 308 104 -0.09 -1.08 0.72 1405.42 1.00 6039 303 99 5 FALSE 0.08
non-small cell lung cancer RAS_12C CSF3R Any deletion 269 108 0.48 -0.27 1.13 1265.22 1.00 4981 260 99 9 FALSE 0.78
non-small cell lung cancer RAS_12C ERCC2 Any deletion 308 142 -1.52 -3.44 -0.23 1418.93 1.00 6006 306 140 2 TRUE 1.24
non-small cell lung cancer RAS_12C ERG Any deletion 289 79 -0.08 -1.31 0.83 1404.71 1.00 5578 285 75 4 FALSE 0.05
non-small cell lung cancer RAS_12C ETV6 Any deletion 308 153 -0.10 -1.00 0.63 1301.05 1.00 5992 301 146 7 FALSE 0.09
non-small cell lung cancer RAS_12C FAM46C Any deletion 308 182 0.23 -0.43 0.81 1404.52 1.00 5967 297 171 11 FALSE 0.33
non-small cell lung cancer RAS_12C FGFR1 Any deletion 309 363 0.09 -0.39 0.52 1398.80 1.00 5868 290 344 19 TRUE 0.16
non-small cell lung cancer RAS_12C FGFR2 Any deletion 309 192 -0.50 -1.42 0.23 672.30 1.01 6026 303 186 6 TRUE 0.60
non-small cell lung cancer RAS_12C FGFR3 Any deletion 309 158 -0.28 -1.15 0.40 718.81 1.01 6060 303 152 6 TRUE 0.32
non-small cell lung cancer RAS_12C FGFR4 Any deletion 308 167 -1.18 -2.57 -0.13 652.83 1.00 5982 305 164 3 TRUE 1.16
non-small cell lung cancer RAS_12C FLCN Any deletion 308 373 -0.30 -0.90 0.24 1273.58 1.00 5741 294 359 14 TRUE 0.52
non-small cell lung cancer RAS_12C GNA11 Any deletion 309 311 0.20 -0.31 0.69 1481.58 1.00 5919 291 293 18 TRUE 0.36
non-small cell lung cancer RAS_12C GREM1 Any deletion 233 108 -1.28 -3.18 -0.02 1134.20 1.00 4351 231 106 2 FALSE 0.96
non-small cell lung cancer RAS_12C ID3 Any deletion 288 166 0.30 -0.32 0.87 1430.77 1.00 5410 277 155 11 FALSE 0.49
non-small cell lung cancer RAS_12C IDH2 Any deletion 309 148 -0.26 -1.16 0.50 921.10 1.01 6070 303 142 6 TRUE 0.27
non-small cell lung cancer RAS_12C KRAS Any deletion 309 98 -0.02 -1.05 0.85 1376.77 1.00 6119 304 93 5 TRUE 0.01
non-small cell lung cancer RAS_12C MAP2K1 Any deletion 308 157 -0.30 -1.17 0.48 1365.53 1.00 5995 302 151 6 TRUE 0.33
non-small cell lung cancer RAS_12C MAP2K4 Any deletion 308 404 -0.30 -0.87 0.19 1508.46 1.00 5757 293 389 15 TRUE 0.58
non-small cell lung cancer RAS_12C MAPK1 Any deletion 301 110 -0.16 -1.11 0.67 1113.65 1.00 5831 296 105 5 FALSE 0.14
non-small cell lung cancer RAS_12C MEF2B Any deletion 308 247 0.22 -0.33 0.72 1539.64 1.00 5906 293 232 15 FALSE 0.38
non-small cell lung cancer RAS_12C MEN1 Any deletion 308 70 -5.94 -16.43 -1.14 1274.98 1.00 6068 308 70 0 TRUE 0.77
non-small cell lung cancer RAS_12C MITF Any deletion 308 311 -0.28 -0.90 0.28 1523.12 1.00 5839 296 299 12 FALSE 0.45
non-small cell lung cancer RAS_12C MLH1 Any deletion 309 330 -0.32 -0.99 0.24 1429.48 1.00 5894 297 318 12 TRUE 0.52
non-small cell lung cancer RAS_12C MPL Any deletion 309 113 0.49 -0.24 1.14 1374.35 1.00 6100 300 104 9 TRUE 0.78
non-small cell lung cancer RAS_12C MUTYH Any deletion 308 121 0.40 -0.30 1.08 836.31 1.00 6026 299 112 9 TRUE 0.58
non-small cell lung cancer RAS_12C MYD88 Any deletion 308 323 -0.32 -0.94 0.26 1404.60 1.00 5835 296 311 12 TRUE 0.52
non-small cell lung cancer RAS_12C NEGR1 Any deletion 228 70 0.50 -0.43 1.30 305.70 1.01 4361 222 64 6 FALSE 0.56
non-small cell lung cancer RAS_12C NF2 Any deletion 308 142 -0.24 -1.15 0.54 682.40 1.00 6010 302 136 6 TRUE 0.24
non-small cell lung cancer RAS_12C NKX3-1 Any deletion 226 237 -0.37 -1.12 0.27 1550.11 1.00 4057 217 228 9 FALSE 0.51
non-small cell lung cancer RAS_12C NPM1 Any deletion 309 140 -1.48 -3.31 -0.22 1321.88 1.00 6066 307 138 2 FALSE 1.25
non-small cell lung cancer RAS_12C NRAS Any deletion 309 209 0.26 -0.33 0.81 911.61 1.00 6016 296 196 13 TRUE 0.41
non-small cell lung cancer RAS_12C PHOX2B Any deletion 301 121 -1.27 -3.24 -0.07 242.20 1.02 5809 299 119 2 TRUE 0.95
non-small cell lung cancer RAS_12C PRDM1 Any deletion 308 282 -0.07 -0.67 0.44 955.34 1.00 5869 295 269 13 FALSE 0.10
non-small cell lung cancer RAS_12C RAD50 Any deletion 233 100 -0.32 -1.44 0.63 1458.19 1.00 4407 229 96 4 FALSE 0.26
non-small cell lung cancer RAS_12C RAD51 Any deletion 233 118 -0.86 -2.19 0.23 1088.64 1.01 4388 230 115 3 FALSE 0.79
non-small cell lung cancer RAS_12C RAF1 Any deletion 308 302 -0.22 -0.90 0.34 397.76 1.01 5856 296 290 12 TRUE 0.31
non-small cell lung cancer RAS_12C RHOA Any deletion 226 140 -1.07 -2.41 0.04 903.24 1.00 4156 223 137 3 FALSE 1.05
non-small cell lung cancer RAS_12C RUNX1 Any deletion 308 99 -0.30 -1.46 0.61 1258.33 1.00 6043 304 95 4 TRUE 0.24
non-small cell lung cancer RAS_12C SDHAF2 Any deletion 301 56 -1.30 -4.27 0.27 43.49 1.05 5873 300 55 1 TRUE 0.63
non-small cell lung cancer RAS_12C SDHB Any deletion 308 148 0.33 -0.33 0.93 1541.25 1.00 5962 298 138 10 FALSE 0.51
non-small cell lung cancer RAS_12C SDHD Any deletion 308 145 -0.70 -1.91 0.39 566.38 1.01 5959 304 141 4 FALSE 0.67
non-small cell lung cancer RAS_12C SH2B3 Any deletion 295 103 -2.20 -4.72 -0.34 156.60 1.01 5673 294 102 1 FALSE 1.15
non-small cell lung cancer RAS_12C SMAD2 Any deletion 308 363 -0.44 -1.08 0.10 1498.94 1.00 5787 296 351 12 TRUE 0.87
non-small cell lung cancer RAS_12C SMARCB1 Any deletion 309 118 -0.22 -1.23 0.58 1292.16 1.00 6099 304 113 5 TRUE 0.20
non-small cell lung cancer RAS_12C SUFU Any deletion 308 187 -0.72 -1.81 0.12 1518.85 1.00 5956 303 182 5 TRUE 0.87
non-small cell lung cancer RAS_12C TCF3 Any deletion 288 337 0.01 -0.52 0.48 893.65 1.00 5245 271 320 17 FALSE 0.01
non-small cell lung cancer RAS_12C TCF7L2 Any deletion 288 177 -0.69 -1.76 0.16 1270.87 1.00 5393 283 172 5 FALSE 0.81
non-small cell lung cancer RAS_12C TMPRSS2 Any deletion 289 82 -0.13 -1.29 0.85 849.48 1.01 5575 285 78 4 FALSE 0.09
non-small cell lung cancer RAS_12C VHL Any deletion 309 307 -0.17 -0.82 0.40 1438.85 1.00 5910 296 294 13 TRUE 0.24
non-small cell lung cancer RAS_12C YAP1 Any deletion 226 53 -0.03 -1.37 1.08 691.57 1.01 4235 223 50 3 FALSE 0.02
non-small cell lung cancer RAS_12C CTNNA1 Any deletion 52 86 -0.60 -1.99 0.50 1512.41 1.00 859 49 83 3 FALSE 0.47
non-small cell lung cancer RAS_12C EWSR1 Any deletion 127 136 -0.14 -1.12 0.61 786.16 1.00 2455 121 130 6 TRUE 0.12
non-small cell lung cancer RAS_12C FANCD2 Any deletion 127 300 -0.14 -0.75 0.47 840.59 1.00 2306 114 287 13 TRUE 0.18
non-small cell lung cancer RAS_12C FANCI Any deletion 52 62 -0.73 -2.59 0.56 1402.95 1.00 890 50 60 2 TRUE 0.44
non-small cell lung cancer RAS_12C KAT6A Any deletion 52 112 -0.60 -1.77 0.44 873.43 1.00 834 48 108 4 FALSE 0.53
non-small cell lung cancer RAS_12C MYCL Any deletion 308 111 0.51 -0.21 1.19 175.32 1.02 6044 299 102 9 FALSE 0.80
non-small cell lung cancer RAS_12C RPA1 Any deletion 52 164 0.03 -0.71 0.70 1493.83 1.00 787 43 155 9 FALSE 0.02
non-small cell lung cancer RAS_12C FAS Any deletion 127 178 -0.67 -1.71 0.14 1234.87 1.00 2374 122 173 5 FALSE 0.81
non-small cell lung cancer RAS_12C GATA4 Any deletion 127 481 -0.24 -0.74 0.24 1416.71 1.00 2085 108 462 19 FALSE 0.46
non-small cell lung cancer RAS_12C GATA6 Any deletion 127 216 0.03 -0.66 0.64 1441.00 1.00 2342 116 205 11 FALSE 0.03
non-small cell lung cancer RAS_12C PDCD1LG2 Any deletion 219 329 -0.10 -0.68 0.39 1169.77 1.00 4043 204 314 15 FALSE 0.15
non-small cell lung cancer RAS_12C PPARG Any deletion 200 251 -0.19 -0.84 0.39 1164.07 1.00 3640 189 240 11 FALSE 0.26
non-small cell lung cancer RAS_12C QKI Any deletion 108 217 0.10 -0.56 0.67 1177.29 1.00 1857 96 205 12 FALSE 0.12
non-small cell lung cancer RAS_12C TP53BP1 Any deletion 144 113 -0.88 -2.44 0.20 551.02 1.00 2604 141 110 3 FALSE 0.73
non-small cell lung cancer RAS_12C ZNRF3 Any deletion 71 56 -1.51 -4.27 0.34 974.46 1.00 1334 70 55 1 FALSE 0.68
non-small cell lung cancer RAS_12C BCL2L12 Any deletion 120 160 -0.56 -1.62 0.34 1243.42 1.00 2220 115 155 5 FALSE 0.59
non-small cell lung cancer RAS_12C BUB1B Any deletion 120 227 -0.78 -1.70 0.01 730.28 1.00 2154 114 221 6 TRUE 1.10
non-small cell lung cancer RAS_12C CD58 Any deletion 75 90 0.17 -0.84 1.10 1536.76 1.00 1558 70 85 5 FALSE 0.14
non-small cell lung cancer RAS_12C CIITA Any deletion 120 61 -0.16 -1.54 0.96 1259.92 1.00 2317 117 58 3 FALSE 0.10
non-small cell lung cancer RAS_12C GSTM5 Any deletion 75 108 0.36 -0.43 1.12 1043.88 1.01 1542 68 101 7 FALSE 0.45
non-small cell lung cancer RAS_12C KDM6B Any deletion 75 291 -0.45 -1.23 0.17 658.02 1.00 1361 66 282 9 FALSE 0.67
non-small cell lung cancer RAS_12C PRAME Any deletion 75 60 0.36 -0.94 1.37 1055.47 1.00 1587 71 56 4 FALSE 0.27
non-small cell lung cancer RAS_12C PRF1 Any deletion 120 142 -0.20 -1.15 0.63 877.24 1.00 2239 114 136 6 FALSE 0.19
non-small cell lung cancer RAS_12C PRKCZ Any deletion 75 95 0.54 -0.33 1.32 1439.55 1.00 1555 68 88 7 FALSE 0.71
non-small cell lung cancer RAS_12C PRPF8 Any deletion 75 260 -0.33 -1.09 0.41 1293.17 1.00 1392 66 251 9 FALSE 0.41
non-small cell lung cancer RAS_12C RPL26 Any deletion 75 251 -0.43 -1.28 0.25 940.23 1.00 1400 67 243 8 FALSE 0.58
non-small cell lung cancer RAS_12C SETBP1 Any deletion 124 348 -0.44 -1.04 0.15 1163.17 1.00 2116 112 336 12 FALSE 0.81
non-small cell lung cancer RAS_12C SMC3 Any deletion 120 181 -0.71 -1.72 0.15 1239.94 1.00 2199 115 176 5 FALSE 0.88
non-small cell lung cancer RAS_12C WRN Any deletion 120 510 -0.15 -0.67 0.28 886.06 1.00 1887 98 488 22 TRUE 0.28
non-small cell lung cancer RAS_12C XPC Any deletion 120 304 -0.26 -0.87 0.29 1590.44 1.00 2083 108 292 12 TRUE 0.41
non-small cell lung cancer RAS_12C DEPDC5 Any deletion 56 74 0.57 -0.44 1.38 1560.30 1.00 1090 50 68 6 FALSE 0.64
non-small cell lung cancer RAS_12C SS18 Any deletion 101 236 -0.39 -1.15 0.26 976.93 1.00 1663 92 227 9 FALSE 0.57
non-small cell lung cancer RAS_12C USP8 Any deletion 101 91 -0.61 -1.96 0.47 965.40 1.00 1802 98 88 3 FALSE 0.49
non-small cell lung cancer RAS_12C FAM175A Any deletion 233 62 -0.60 -2.52 0.82 176.03 1.03 4397 231 60 2 FALSE 0.31
non-small cell lung cancer RAS_12C MRE11A Any deletion 233 54 -0.06 -1.48 1.04 1219.71 1.00 4452 230 51 3 FALSE 0.03
non-small cell lung cancer RAS_12C WHSC1 Any deletion 137 65 -0.76 -2.43 0.50 1321.49 1.00 2479 135 63 2 FALSE 0.50
non-small cell lung cancer RAS_12C WHSC1L1 Any deletion 141 152 0.23 -0.47 0.89 1309.71 1.00 2477 131 142 10 FALSE 0.30
non-small cell lung cancer RAS_12C CDH1 Any deletion 309 155 0.17 -0.56 0.84 994.90 1.00 6058 300 146 9 TRUE 0.20
non-small cell lung cancer RAS_12C CDK8 Any deletion 233 165 -0.06 -0.86 0.63 1387.01 1.00 4338 225 157 8 FALSE 0.06
non-small cell lung cancer RAS_12C FANCC Any deletion 308 177 -0.12 -0.94 0.57 788.16 1.01 5969 300 169 8 TRUE 0.12
non-small cell lung cancer RAS_12C GNAQ Any deletion 309 195 -0.07 -0.84 0.60 1356.47 1.00 6026 300 186 9 TRUE 0.07
non-small cell lung cancer RAS_12C HRAS Any deletion 309 105 -6.18 -16.20 -1.41 1299.52 1.00 6107 309 105 0 TRUE 0.85
non-small cell lung cancer RAS_12C KLF4 Any deletion 226 73 -6.24 -17.39 -1.14 1282.10 1.00 4212 226 73 0 FALSE 0.73
non-small cell lung cancer RAS_12C LMO1 Any deletion 308 100 -6.22 -15.67 -1.29 1226.19 1.00 6038 308 100 0 FALSE 0.83
non-small cell lung cancer RAS_12C PAX5 Any deletion 308 241 0.18 -0.40 0.71 1295.85 1.00 5911 294 227 14 TRUE 0.29
non-small cell lung cancer RAS_12C TNFAIP3 Any deletion 308 249 0.06 -0.60 0.58 1449.07 1.00 5902 295 236 13 TRUE 0.07
non-small cell lung cancer RAS_12C CDKN1C Any deletion 120 111 -6.36 -16.63 -1.43 879.44 1.00 2264 120 111 0 FALSE 0.80
non-small cell lung cancer RAS_12C MYB Any deletion 127 246 0.00 -0.66 0.61 1364.92 1.00 2313 115 234 12 FALSE 0.00
non-small cell lung cancer RAS_12C FANCF Any deletion 127 91 -1.91 -4.74 -0.14 763.78 1.00 2495 126 90 1 TRUE 1.01
non-small cell lung cancer RAS_12C FANCG Any deletion 127 243 0.30 -0.23 0.81 1263.43 1.00 2357 112 228 15 TRUE 0.56
non-small cell lung cancer RAS_12C CYLD Any deletion 219 156 0.14 -0.56 0.78 1033.49 1.00 4210 210 147 9 FALSE 0.16
non-small cell lung cancer RAS_12C GALNT12 Any deletion 52 72 -5.68 -14.83 -1.10 161.68 1.02 832 52 72 0 FALSE 0.84
non-small cell lung cancer RAS_12C XPA Any deletion 120 177 -0.14 -0.95 0.58 1265.16 1.00 2206 112 169 8 TRUE 0.14
non-small cell lung cancer RAS_12C AKT2 Any deletion 308 105 -2.10 -4.77 -0.30 1249.61 1.00 6042 307 104 1 TRUE 1.15
non-small cell lung cancer RAS_12C BCL6 Any deletion 308 129 0.32 -0.53 1.00 31.79 1.13 6017 300 121 8 FALSE 0.36
non-small cell lung cancer RAS_12C CALR Any deletion 213 114 0.51 -0.10 1.13 148.38 1.03 3818 203 104 10 TRUE 0.93
non-small cell lung cancer RAS_12C CBFB Any deletion 233 64 -0.15 -1.51 0.78 162.17 1.02 4434 230 61 3 FALSE 0.10
non-small cell lung cancer RAS_12C CCND2 Any deletion 308 152 0.05 -0.83 0.72 1328.50 1.00 6002 300 144 8 FALSE 0.05
non-small cell lung cancer RAS_12C CCNE1 Any deletion 308 85 -1.87 -4.71 -0.05 1408.15 1.00 6062 307 84 1 TRUE 0.95
non-small cell lung cancer RAS_12C CDK6 Any deletion 308 53 -1.41 -4.18 0.38 1345.13 1.00 6094 307 52 1 TRUE 0.64
non-small cell lung cancer RAS_12C CEBPA Any deletion 295 86 -0.98 -2.83 0.32 451.25 1.00 5691 293 84 2 TRUE 0.63
non-small cell lung cancer RAS_12C CRLF2 Any deletion 308 81 -1.86 -4.73 -0.06 1152.23 1.00 6058 307 80 1 FALSE 0.93
non-small cell lung cancer RAS_12C CTCF Any deletion 233 67 -0.27 -1.67 0.83 1036.43 1.00 4431 230 64 3 FALSE 0.17
non-small cell lung cancer RAS_12C ERBB3 Any deletion 308 53 -5.84 -14.99 -0.84 857.10 1.00 6093 308 53 0 TRUE 0.64
non-small cell lung cancer RAS_12C ERCC4 Any deletion 308 51 0.08 -1.21 1.13 714.08 1.00 6052 305 48 3 TRUE 0.05
non-small cell lung cancer RAS_12C EZH2 Any deletion 309 64 -1.17 -3.86 0.10 4.46 1.22 6149 308 63 1 TRUE 0.54
non-small cell lung cancer RAS_12C GATA2 Any deletion 233 56 -1.56 -4.33 0.28 1142.98 1.00 4448 232 55 1 TRUE 0.69
non-small cell lung cancer RAS_12C HNF1A Any deletion 309 105 -2.11 -4.75 -0.38 1095.31 1.00 6070 308 104 1 TRUE 1.19
non-small cell lung cancer RAS_12C IDH1 Any deletion 309 51 -0.46 -2.46 0.90 978.58 1.00 6163 307 49 2 TRUE 0.24
non-small cell lung cancer RAS_12C MAP2K2 Any deletion 233 126 0.22 -0.60 0.90 1384.80 1.00 4385 225 118 8 FALSE 0.25
non-small cell lung cancer RAS_12C PNRC1 Any deletion 263 152 -0.71 -1.87 0.24 1150.65 1.00 5258 259 148 4 FALSE 0.74
non-small cell lung cancer RAS_12C PPP2R1A Any deletion 233 78 -1.35 -4.18 -0.16 3.99 1.26 4426 232 77 1 FALSE 0.63
non-small cell lung cancer RAS_12C PTPN11 Any deletion 309 88 -1.93 -4.65 -0.18 1356.95 1.00 6125 308 87 1 TRUE 0.99
non-small cell lung cancer RAS_12C RAD52 Any deletion 233 62 0.44 -0.57 1.32 1469.90 1.00 4438 228 57 5 FALSE 0.44
non-small cell lung cancer RAS_12C RHEB Any deletion 269 55 -1.53 -4.19 0.30 1241.10 1.00 5034 268 54 1 FALSE 0.71
non-small cell lung cancer RAS_12C SOCS1 Any deletion 308 56 -0.02 -1.47 1.08 1365.41 1.00 6085 305 53 3 FALSE 0.01
non-small cell lung cancer RAS_12C SOX2 Any deletion 308 109 -0.14 -1.19 0.72 1374.20 1.00 6034 303 104 5 FALSE 0.12
non-small cell lung cancer RAS_12C SYK Any deletion 263 98 0.56 -0.24 1.25 1554.09 1.00 5316 255 90 8 FALSE 0.87
non-small cell lung cancer RAS_12C ZRSR2 Any deletion 288 57 -1.49 -4.32 0.28 1223.37 1.00 5509 287 56 1 FALSE 0.69
non-small cell lung cancer RAS_12C ETV5 Any deletion 127 120 0.00 -0.93 0.76 1332.50 1.00 2471 121 114 6 TRUE 0.00
non-small cell lung cancer RAS_12C PRKDC Any deletion 127 99 -2.06 -4.96 -0.24 1151.02 1.00 2487 126 98 1 FALSE 1.01
non-small cell lung cancer RAS_12C PRKCI Any deletion 219 87 0.10 -0.98 0.97 684.00 1.00 4275 214 82 5 FALSE 0.08
non-small cell lung cancer RAS_12C CBLB Any deletion 120 141 -0.02 -0.95 0.74 1233.33 1.00 2241 113 134 7 FALSE 0.01
non-small cell lung cancer RAS_12C CDK1 Any deletion 75 64 0.25 -0.98 1.27 351.22 1.01 1583 71 60 4 FALSE 0.17
non-small cell lung cancer RAS_12C CDK9 Any deletion 75 89 0.78 -0.02 1.54 1456.04 1.00 1562 67 81 8 FALSE 1.33
non-small cell lung cancer RAS_12C CRTC1 Any deletion 120 233 0.24 -0.38 0.80 1463.38 1.00 2156 106 219 14 FALSE 0.37
non-small cell lung cancer RAS_12C CUX1 Any deletion 120 65 -0.15 -1.44 0.93 1125.58 1.00 2313 117 62 3 FALSE 0.09
non-small cell lung cancer RAS_12C DDB2 Any deletion 120 76 -0.88 -2.69 0.43 1370.68 1.00 2301 118 74 2 TRUE 0.57
non-small cell lung cancer RAS_12C EXT2 Any deletion 120 79 -1.86 -4.80 -0.08 1215.70 1.00 2297 119 78 1 TRUE 0.93
non-small cell lung cancer RAS_12C LMO2 Any deletion 120 87 -1.91 -4.96 -0.25 775.77 1.00 2289 119 86 1 FALSE 0.93
non-small cell lung cancer RAS_12C LMO3 Any deletion 75 59 -0.51 -2.54 0.82 863.98 1.00 1586 73 57 2 FALSE 0.27
non-small cell lung cancer RAS_12C MECOM Any deletion 124 83 0.35 -0.59 1.20 873.58 1.00 2375 118 77 6 FALSE 0.35
non-small cell lung cancer RAS_12C MYBL1 Any deletion 120 70 -1.71 -4.68 0.14 760.92 1.00 2306 119 69 1 FALSE 0.82
non-small cell lung cancer RAS_12C NFKBIZ Any deletion 120 130 0.06 -0.82 0.81 1116.01 1.00 2252 113 123 7 FALSE 0.06
non-small cell lung cancer RAS_12C PSMD13 Any deletion 75 54 -5.90 -15.42 -0.61 721.67 1.00 1589 75 54 0 FALSE 0.73
non-small cell lung cancer RAS_12C RBL2 Any deletion 75 96 0.32 -0.59 1.11 1371.32 1.00 1553 69 90 6 FALSE 0.32
non-small cell lung cancer RAS_12C RHPN2 Any deletion 75 57 -1.35 -4.01 0.38 1025.50 1.00 1587 74 56 1 FALSE 0.61
non-small cell lung cancer RAS_12C SBDS Any deletion 120 58 -0.04 -1.43 1.03 809.80 1.00 2320 117 55 3 TRUE 0.02
non-small cell lung cancer RAS_12C STAG1 Any deletion 75 59 0.84 -0.39 1.69 263.30 1.01 1590 69 53 6 FALSE 1.06
non-small cell lung cancer RAS_12C STAT6 Any deletion 120 52 -5.16 -13.31 -0.66 349.90 1.01 2323 120 52 0 FALSE 0.80
non-small cell lung cancer RAS_12C ZNF708 Any deletion 75 136 0.12 -0.74 0.86 1134.14 1.00 1514 68 129 7 FALSE 0.11
non-small cell lung cancer RAS_12C CADM2 Any deletion 56 118 0.03 -0.94 0.85 837.27 1.00 1046 50 112 6 FALSE 0.02
non-small cell lung cancer RAS_12C KCNIP1 Any deletion 56 60 -1.53 -4.20 0.19 1196.73 1.00 1099 55 59 1 FALSE 0.73
non-small cell lung cancer RAS_12C NPRL2 Any deletion 56 154 -0.08 -1.00 0.71 1566.13 1.00 1011 49 147 7 FALSE 0.07
non-small cell lung cancer RAS_12C SLITRK6 Any deletion 56 115 0.27 -0.59 1.06 1238.11 1.00 1050 49 108 7 FALSE 0.28
non-small cell lung cancer RAS_12C SQSTM1 Any deletion 56 63 -1.58 -4.59 0.34 659.91 1.00 1096 55 62 1 FALSE 0.68
non-small cell lung cancer RAS_12C TLR4 Any deletion 56 78 0.30 -0.72 1.19 734.09 1.00 1085 51 73 5 FALSE 0.27
non-small cell lung cancer RAS_12C BABAM1 Any deletion 137 97 0.13 -0.83 0.98 1052.88 1.00 2451 131 91 6 FALSE 0.11
non-small cell lung cancer KRAS_61 ABL1 Any deletion 104 166 -0.54 -2.41 0.74 918.26 1.00 6245 102 164 2 TRUE 0.29
non-small cell lung cancer KRAS_61 AKT1 Any deletion 104 92 0.09 -1.59 1.42 1336.35 1.00 6327 102 90 2 TRUE 0.04
non-small cell lung cancer KRAS_61 ALOX12B Any deletion 93 273 -0.17 -1.23 0.72 1473.37 1.00 5307 89 269 4 FALSE 0.13
pancreatic cancer KRAS_61 ALOX12B Any deletion 113 52 0.10 -0.98 1.00 1497.94 1.00 1677 109 48 4 FALSE 0.08
non-small cell lung cancer KRAS_61 AURKB Any deletion 103 452 -0.39 -1.34 0.36 1511.30 1.00 5896 98 447 5 FALSE 0.44
pancreatic cancer KRAS_61 AURKB Any deletion 125 138 0.13 -0.55 0.77 1266.46 1.00 1845 115 128 10 FALSE 0.15
non-small cell lung cancer KRAS_61 AXL Any deletion 103 120 -0.18 -1.88 1.08 1002.69 1.00 6233 101 118 2 FALSE 0.09
non-small cell lung cancer KRAS_61 B2M Any deletion 101 215 -0.81 -2.70 0.44 1294.99 1.00 5915 99 213 2 FALSE 0.52
non-small cell lung cancer KRAS_61 BAP1 Any deletion 103 348 -0.56 -1.74 0.33 1384.73 1.00 6006 100 345 3 TRUE 0.53
pancreatic cancer KRAS_61 BAP1 Any deletion 125 81 0.41 -0.37 1.11 1356.48 1.00 1906 117 73 8 TRUE 0.55
non-small cell lung cancer KRAS_61 BCL2 Any deletion 103 373 -0.69 -1.97 0.25 1428.01 1.00 5973 100 370 3 TRUE 0.69
pancreatic cancer KRAS_61 BCL2 Any deletion 125 176 -0.03 -0.69 0.58 1470.23 1.00 1808 114 165 11 TRUE 0.03
non-small cell lung cancer KRAS_61 BLM Any deletion 103 143 -1.32 -4.00 0.48 1201.94 1.00 6201 102 142 1 TRUE 0.59
non-small cell lung cancer KRAS_61 BMPR1A Any deletion 103 181 -1.59 -4.24 0.29 1275.32 1.00 6129 102 180 1 TRUE 0.77
non-small cell lung cancer KRAS_61 CBL Any deletion 103 133 -1.12 -4.02 1.17 140.82 1.03 6219 102 132 1 TRUE 0.43
non-small cell lung cancer KRAS_61 CD274 Any deletion 103 341 -0.21 -1.19 0.57 1466.01 1.00 5969 98 336 5 FALSE 0.20
pancreatic cancer KRAS_61 CD274 Any deletion 124 103 -0.28 -1.20 0.49 1562.06 1.00 1866 119 98 5 FALSE 0.28
non-small cell lung cancer KRAS_61 CDKN1B Any deletion 103 184 -0.13 -1.47 0.92 1396.64 1.00 6170 100 181 3 TRUE 0.08
non-small cell lung cancer KRAS_61 CDKN2C Any deletion 103 140 -0.03 -1.37 1.01 1500.57 1.00 6206 100 137 3 TRUE 0.01
pancreatic cancer KRAS_61 CDKN2C Any deletion 125 66 -0.68 -2.26 0.49 1641.55 1.00 1909 123 64 2 TRUE 0.49
non-small cell lung cancer KRAS_61 CHEK1 Any deletion 69 66 -0.46 -3.58 1.33 1353.53 1.00 4602 68 65 1 FALSE 0.15
non-small cell lung cancer KRAS_61 CHEK2 Any deletion 103 135 -2.94 -7.02 -0.44 1344.19 1.00 6216 103 135 0 TRUE 1.08
pancreatic cancer KRAS_61 CHEK2 Any deletion 125 64 -2.18 -4.88 -0.27 1320.85 1.00 1916 124 63 1 TRUE 1.14
non-small cell lung cancer KRAS_61 CRKL Any deletion 103 104 -2.78 -7.29 -0.18 1344.65 1.00 6239 103 104 0 FALSE 0.85
pancreatic cancer KRAS_61 CRKL Any deletion 125 55 -2.04 -4.92 -0.13 1625.80 1.00 1919 124 54 1 FALSE 1.02
non-small cell lung cancer KRAS_61 CSF3R Any deletion 84 108 -0.18 -1.70 1.04 1488.49 1.00 5159 82 106 2 FALSE 0.10
pancreatic cancer KRAS_61 CSF3R Any deletion 119 62 -0.70 -2.21 0.44 1519.56 1.00 1754 117 60 2 FALSE 0.53
non-small cell lung cancer KRAS_61 ERCC2 Any deletion 103 142 -0.36 -2.19 0.90 884.49 1.00 6211 101 140 2 TRUE 0.18
non-small cell lung cancer KRAS_61 ERG Any deletion 92 79 -1.83 -6.34 0.37 1227.88 1.00 5771 92 79 0 FALSE 0.52
pancreatic cancer KRAS_61 ERG Any deletion 124 51 -0.36 -1.78 0.77 1430.03 1.00 1886 121 48 3 FALSE 0.24
non-small cell lung cancer KRAS_61 ETV6 Any deletion 103 153 -0.48 -2.17 0.85 1450.65 1.00 6192 101 151 2 FALSE 0.26
non-small cell lung cancer KRAS_61 FAM46C Any deletion 103 182 -1.21 -3.12 0.18 1537.72 1.00 6162 102 181 1 FALSE 0.79
pancreatic cancer KRAS_61 FAM46C Any deletion 125 61 -0.95 -2.50 0.25 1487.58 1.00 1914 123 59 2 FALSE 0.72
non-small cell lung cancer KRAS_61 FGFR1 Any deletion 104 363 -0.05 -0.93 0.75 1543.32 1.00 6060 98 357 6 TRUE 0.05
pancreatic cancer KRAS_61 FGFR1 Any deletion 125 70 -0.12 -1.16 0.77 1439.93 1.00 1913 121 66 4 TRUE 0.09
non-small cell lung cancer KRAS_61 FGFR2 Any deletion 104 192 -5.89 -15.46 -0.88 1368.10 1.00 6225 104 192 0 TRUE 0.75
non-small cell lung cancer KRAS_61 FGFR3 Any deletion 104 158 -1.41 -4.24 0.45 240.84 1.01 6260 103 157 1 TRUE 0.59
non-small cell lung cancer KRAS_61 FGFR4 Any deletion 103 167 -6.32 -17.31 -0.82 568.85 1.01 6184 103 167 0 TRUE 0.41
non-small cell lung cancer KRAS_61 FLCN Any deletion 103 373 -0.40 -1.44 0.50 1473.92 1.00 5936 99 369 4 TRUE 0.39
pancreatic cancer KRAS_61 FLCN Any deletion 124 121 0.29 -0.41 0.97 1590.17 1.00 1853 114 111 10 TRUE 0.38
non-small cell lung cancer KRAS_61 GNA11 Any deletion 104 311 -0.32 -1.41 0.55 1428.69 1.00 6110 100 307 4 TRUE 0.28
pancreatic cancer KRAS_61 GNA11 Any deletion 125 51 -0.19 -1.41 0.79 1472.61 1.00 1931 122 48 3 TRUE 0.13
non-small cell lung cancer KRAS_61 GREM1 Any deletion 69 108 -5.21 -14.68 -0.28 899.23 1.01 4513 69 108 0 FALSE 0.74
non-small cell lung cancer KRAS_61 ID3 Any deletion 95 166 -0.95 -2.93 0.45 1530.92 1.00 5593 94 165 1 FALSE 0.57
pancreatic cancer KRAS_61 ID3 Any deletion 120 90 -0.25 -1.23 0.61 1429.03 1.00 1768 115 85 5 FALSE 0.22
non-small cell lung cancer KRAS_61 IDH2 Any deletion 104 148 -1.34 -4.28 0.45 1616.56 1.00 6270 103 147 1 TRUE 0.58
non-small cell lung cancer KRAS_61 KRAS Any deletion 104 98 -5.33 -14.95 -0.17 1080.52 1.00 6319 104 98 0 TRUE 0.75
non-small cell lung cancer KRAS_61 MAP2K1 Any deletion 103 157 -0.47 -2.28 0.80 1158.22 1.00 6196 101 155 2 TRUE 0.25
non-small cell lung cancer KRAS_61 MAP2K4 Any deletion 103 404 -0.27 -1.16 0.51 1635.38 1.00 5952 98 399 5 TRUE 0.27
pancreatic cancer KRAS_61 MAP2K4 Any deletion 125 153 0.34 -0.29 0.90 1446.07 1.00 1839 112 140 13 TRUE 0.59
non-small cell lung cancer KRAS_61 MAPK1 Any deletion 101 110 -2.81 -7.16 -0.32 1459.38 1.00 6026 101 110 0 FALSE 0.99
pancreatic cancer KRAS_61 MAPK1 Any deletion 120 58 -2.07 -4.91 -0.18 1557.06 1.00 1839 119 57 1 FALSE 1.07
non-small cell lung cancer KRAS_61 MEF2B Any deletion 103 247 -0.15 -1.35 0.84 1014.31 1.00 6100 99 243 4 FALSE 0.11
non-small cell lung cancer KRAS_61 MITF Any deletion 103 311 -0.82 -2.16 0.22 1502.64 1.00 6034 101 309 2 FALSE 0.70
pancreatic cancer KRAS_61 MITF Any deletion 125 70 0.42 -0.47 1.18 1446.09 1.00 1910 118 63 7 FALSE 0.47
non-small cell lung cancer KRAS_61 MLH1 Any deletion 104 330 -0.30 -1.30 0.56 1577.42 1.00 6091 100 326 4 TRUE 0.28
pancreatic cancer KRAS_61 MLH1 Any deletion 125 68 0.29 -0.60 1.12 1646.28 1.00 1917 119 62 6 TRUE 0.30
non-small cell lung cancer KRAS_61 MPL Any deletion 104 113 -0.34 -1.94 0.90 1410.36 1.00 6298 102 111 2 TRUE 0.19
pancreatic cancer KRAS_61 MPL Any deletion 125 57 -1.16 -3.18 0.30 1332.37 1.00 1917 124 56 1 TRUE 0.69
non-small cell lung cancer KRAS_61 MUTYH Any deletion 103 121 0.05 -1.37 1.20 1544.42 1.00 6225 100 118 3 TRUE 0.03
pancreatic cancer KRAS_61 MUTYH Any deletion 125 60 -1.13 -3.22 0.28 1564.02 1.00 1914 124 59 1 TRUE 0.71
non-small cell lung cancer KRAS_61 MYD88 Any deletion 103 323 -0.31 -1.30 0.54 1568.85 1.00 6032 99 319 4 TRUE 0.29
pancreatic cancer KRAS_61 MYD88 Any deletion 125 67 0.12 -0.80 0.97 1663.18 1.00 1917 120 62 5 TRUE 0.10
non-small cell lung cancer KRAS_61 NEGR1 Any deletion 74 70 0.88 -0.61 1.96 1469.51 1.00 4512 71 67 3 FALSE 0.74
non-small cell lung cancer KRAS_61 NF2 Any deletion 103 142 -2.41 -6.30 -0.28 1345.19 1.00 6209 103 142 0 TRUE 0.87
pancreatic cancer KRAS_61 NF2 Any deletion 125 64 -1.21 -3.13 0.10 1445.66 1.00 1917 123 62 2 TRUE 0.85
non-small cell lung cancer KRAS_61 NKX3-1 Any deletion 67 237 0.22 -0.73 1.05 1469.33 1.00 4212 62 232 5 FALSE 0.20
pancreatic cancer KRAS_61 NKX3-1 Any deletion 103 71 -0.08 -1.18 0.78 1326.91 1.00 1567 99 67 4 FALSE 0.06
non-small cell lung cancer KRAS_61 NPM1 Any deletion 104 140 -5.79 -16.00 -0.62 1150.69 1.00 6269 104 140 0 FALSE 0.68
non-small cell lung cancer KRAS_61 NRAS Any deletion 104 209 -0.66 -2.09 0.44 1406.12 1.00 6210 102 207 2 TRUE 0.50
pancreatic cancer KRAS_61 NRAS Any deletion 125 64 -0.44 -1.72 0.61 1454.09 1.00 1918 122 61 3 TRUE 0.34
non-small cell lung cancer KRAS_61 PHOX2B Any deletion 101 121 -5.66 -16.74 -0.45 1439.12 1.00 6007 101 121 0 TRUE 0.70
non-small cell lung cancer KRAS_61 PRDM1 Any deletion 103 282 0.08 -0.84 0.86 1440.30 1.00 6067 97 276 6 FALSE 0.07
pancreatic cancer KRAS_61 PRDM1 Any deletion 125 88 -0.87 -2.31 0.19 1598.15 1.00 1887 123 86 2 FALSE 0.75
non-small cell lung cancer KRAS_61 RAD50 Any deletion 69 100 -5.34 -15.51 -0.20 1246.83 1.00 4567 69 100 0 FALSE 0.69
non-small cell lung cancer KRAS_61 RAD51 Any deletion 69 118 -5.54 -15.16 -0.41 1351.95 1.00 4549 69 118 0 FALSE 0.77
non-small cell lung cancer KRAS_61 RAF1 Any deletion 103 302 -0.20 -1.23 0.69 1385.24 1.00 6053 99 298 4 TRUE 0.17
pancreatic cancer KRAS_61 RAF1 Any deletion 125 56 0.28 -0.70 1.18 1444.99 1.00 1928 120 51 5 TRUE 0.26
non-small cell lung cancer KRAS_61 RHOA Any deletion 67 140 -2.06 -6.96 0.14 1139.68 1.00 4312 67 140 0 FALSE 0.54
pancreatic cancer KRAS_61 RHOA Any deletion 103 51 0.00 -1.25 1.03 1517.40 1.00 1593 99 47 4 FALSE 0.00
non-small cell lung cancer KRAS_61 RUNX1 Any deletion 103 99 -5.32 -14.66 -0.30 919.48 1.00 6244 103 99 0 TRUE 0.65
non-small cell lung cancer KRAS_61 SDHAF2 Any deletion 101 56 -5.07 -14.14 0.44 930.66 1.00 6072 101 56 0 TRUE 0.65
non-small cell lung cancer KRAS_61 SDHB Any deletion 103 148 -0.26 -1.54 0.80 1451.85 1.00 6159 101 146 2 FALSE 0.17
pancreatic cancer KRAS_61 SDHB Any deletion 124 80 -0.04 -1.02 0.84 1695.49 1.00 1889 119 75 5 FALSE 0.03
non-small cell lung cancer KRAS_61 SDHD Any deletion 103 145 -1.34 -4.03 0.50 1316.94 1.00 6161 102 144 1 FALSE 0.58
non-small cell lung cancer KRAS_61 SH2B3 Any deletion 97 103 -1.00 -3.98 0.85 1394.36 1.00 5871 96 102 1 FALSE 0.38
non-small cell lung cancer KRAS_61 SMAD2 Any deletion 103 363 -0.40 -1.47 0.47 1202.25 1.00 5984 99 359 4 TRUE 0.39
pancreatic cancer KRAS_61 SMAD2 Any deletion 125 174 0.11 -0.53 0.73 1639.08 1.00 1811 113 162 12 TRUE 0.13
non-small cell lung cancer KRAS_61 SMARCB1 Any deletion 104 118 -2.80 -7.24 -0.26 1170.77 1.00 6299 104 118 0 TRUE 0.97
pancreatic cancer KRAS_61 SMARCB1 Any deletion 125 63 -2.11 -5.01 -0.21 1535.38 1.00 1917 124 62 1 TRUE 1.10
non-small cell lung cancer KRAS_61 SUFU Any deletion 103 187 -1.58 -4.36 0.26 1320.73 1.00 6157 102 186 1 TRUE 0.73
non-small cell lung cancer KRAS_61 TCF3 Any deletion 95 337 -0.19 -1.19 0.63 1346.92 1.00 5426 90 332 5 FALSE 0.16
pancreatic cancer KRAS_61 TCF3 Any deletion 120 55 -0.25 -1.49 0.76 1613.37 1.00 1800 117 52 3 FALSE 0.18
non-small cell lung cancer KRAS_61 TCF7L2 Any deletion 95 177 -5.78 -15.09 -0.88 1409.88 1.00 5581 95 177 0 FALSE 0.83
non-small cell lung cancer KRAS_61 TMPRSS2 Any deletion 92 82 -1.91 -6.64 0.41 1552.73 1.00 5768 92 82 0 FALSE 0.56
pancreatic cancer KRAS_61 TMPRSS2 Any deletion 124 61 -0.53 -1.98 0.59 1558.29 1.00 1876 121 58 3 FALSE 0.37
non-small cell lung cancer KRAS_61 VHL Any deletion 104 307 -0.23 -1.23 0.63 1545.70 1.00 6106 100 303 4 TRUE 0.20
pancreatic cancer KRAS_61 VHL Any deletion 125 53 0.30 -0.75 1.12 1537.12 1.00 1925 120 48 5 TRUE 0.27
non-small cell lung cancer KRAS_61 YAP1 Any deletion 67 53 -0.29 -3.18 1.69 981.59 1.00 4392 66 52 1 FALSE 0.09
non-small cell lung cancer KRAS_61 MYCL Any deletion 103 111 -0.41 -2.14 0.94 1159.59 1.00 6242 101 109 2 FALSE 0.22
pancreatic cancer KRAS_61 MYCL Any deletion 125 59 -1.20 -3.11 0.17 1349.96 1.00 1921 124 58 1 FALSE 0.80
non-small cell lung cancer KRAS_61 PDCD1LG2 Any deletion 80 329 -0.36 -1.30 0.46 1380.43 1.00 4172 75 324 5 FALSE 0.36
pancreatic cancer KRAS_61 PDCD1LG2 Any deletion 85 99 -0.70 -1.84 0.24 1466.28 1.00 1297 82 96 3 FALSE 0.70
non-small cell lung cancer KRAS_61 PPARG Any deletion 69 251 -0.36 -1.48 0.55 1520.16 1.00 3763 66 248 3 FALSE 0.30
pancreatic cancer KRAS_61 PPARG Any deletion 84 51 0.40 -0.61 1.31 1500.80 1.00 1314 79 46 5 FALSE 0.38
non-small cell lung cancer KRAS_61 FAM175A Any deletion 69 62 -0.31 -3.19 1.66 445.99 1.01 4560 68 61 1 FALSE 0.09
non-small cell lung cancer KRAS_61 MRE11A Any deletion 69 54 -4.97 -15.16 0.62 717.36 1.00 4613 69 54 0 FALSE 0.48
non-small cell lung cancer KRAS_61 CDH1 Any deletion 104 155 -1.38 -4.31 0.38 836.43 1.00 6255 103 154 1 TRUE 0.59
non-small cell lung cancer KRAS_61 CDK8 Any deletion 69 165 -0.39 -2.06 0.84 949.01 1.00 4496 67 163 2 FALSE 0.22
non-small cell lung cancer KRAS_61 FANCC Any deletion 103 177 -0.08 -1.37 0.98 1389.79 1.00 6169 100 174 3 TRUE 0.05
non-small cell lung cancer KRAS_61 GNAQ Any deletion 104 195 -0.16 -1.52 0.83 1153.85 1.00 6225 101 192 3 TRUE 0.10
non-small cell lung cancer KRAS_61 HRAS Any deletion 104 105 -5.64 -12.69 -1.10 1387.30 1.00 6312 104 105 0 TRUE 1.18
pancreatic cancer KRAS_61 HRAS Any deletion 125 59 -5.76 -12.79 -1.23 1553.47 1.00 1920 125 59 0 TRUE 1.24
non-small cell lung cancer KRAS_61 KLF4 Any deletion 67 73 -5.12 -14.70 0.05 948.30 1.00 4371 67 73 0 FALSE 0.55
non-small cell lung cancer KRAS_61 LMO1 Any deletion 103 100 -5.48 -15.06 -0.42 1180.43 1.00 6243 103 100 0 FALSE 0.63
non-small cell lung cancer KRAS_61 PAX5 Any deletion 103 241 -0.04 -1.13 0.83 1415.86 1.00 6106 99 237 4 TRUE 0.03
pancreatic cancer KRAS_61 PAX5 Any deletion 125 57 0.05 -1.02 1.00 1611.71 1.00 1920 121 53 4 TRUE 0.03
non-small cell lung cancer KRAS_61 TNFAIP3 Any deletion 103 249 0.05 -0.89 0.87 1500.11 1.00 6099 98 244 5 TRUE 0.04
pancreatic cancer KRAS_61 TNFAIP3 Any deletion 125 86 -0.53 -1.70 0.38 1656.47 1.00 1890 122 83 3 TRUE 0.49
non-small cell lung cancer KRAS_61 CYLD Any deletion 80 156 -1.47 -4.23 0.32 1202.79 1.00 4341 79 155 1 FALSE 0.72
non-small cell lung cancer KRAS_61 AKT2 Any deletion 103 105 -1.00 -3.93 0.78 1257.83 1.00 6247 102 104 1 TRUE 0.41
non-small cell lung cancer KRAS_61 BCL6 Any deletion 103 129 0.22 -1.18 1.27 1189.72 1.00 6217 100 126 3 FALSE 0.14
non-small cell lung cancer KRAS_61 CALR Any deletion 61 114 -5.47 -14.66 -0.33 1132.40 1.00 3960 61 114 0 TRUE 0.75
non-small cell lung cancer KRAS_61 CBFB Any deletion 69 64 -3.91 -12.39 -0.10 10.90 1.09 4595 69 64 0 FALSE 0.55
non-small cell lung cancer KRAS_61 CCND2 Any deletion 103 152 -1.47 -3.78 0.37 151.61 1.01 6200 102 151 1 FALSE 0.70
non-small cell lung cancer KRAS_61 CCNE1 Any deletion 103 85 0.14 -1.63 1.51 1005.70 1.00 6268 101 83 2 TRUE 0.07
non-small cell lung cancer KRAS_61 CDK6 Any deletion 103 53 -0.37 -3.31 1.51 1414.82 1.00 6299 102 52 1 TRUE 0.12
non-small cell lung cancer KRAS_61 CEBPA Any deletion 97 86 -0.94 -3.69 1.05 214.75 1.02 5888 96 85 1 TRUE 0.36
non-small cell lung cancer KRAS_61 CRLF2 Any deletion 103 81 0.19 -1.57 1.53 1199.92 1.00 6264 101 79 2 FALSE 0.09
non-small cell lung cancer KRAS_61 CTCF Any deletion 69 67 -5.04 -15.62 0.12 1153.56 1.01 4592 69 67 0 FALSE 0.64
non-small cell lung cancer KRAS_61 ERBB3 Any deletion 103 53 -4.83 -14.87 0.21 650.15 1.00 6298 103 53 0 TRUE 0.61
non-small cell lung cancer KRAS_61 ERCC4 Any deletion 103 51 0.68 -1.19 1.94 1559.92 1.00 6256 101 49 2 TRUE 0.41
non-small cell lung cancer KRAS_61 EZH2 Any deletion 104 64 -0.58 -3.43 1.35 1051.18 1.00 6354 103 63 1 TRUE 0.21
non-small cell lung cancer KRAS_61 GATA2 Any deletion 69 56 -5.27 -15.99 0.29 1291.82 1.00 4611 69 56 0 TRUE 0.54
non-small cell lung cancer KRAS_61 HNF1A Any deletion 104 105 -1.05 -4.07 0.76 1421.13 1.00 6275 103 104 1 TRUE 0.41
non-small cell lung cancer KRAS_61 IDH1 Any deletion 104 51 -4.97 -15.81 0.39 1250.09 1.00 6366 104 51 0 TRUE 0.55
non-small cell lung cancer KRAS_61 MAP2K2 Any deletion 69 126 -5.76 -16.11 -0.29 1012.55 1.00 4541 69 126 0 FALSE 0.63
non-small cell lung cancer KRAS_61 PNRC1 Any deletion 93 152 0.03 -1.40 1.11 351.50 1.00 5427 90 149 3 FALSE 0.02
non-small cell lung cancer KRAS_61 PPP2R1A Any deletion 69 78 -0.59 -3.46 1.25 1163.71 1.00 4590 68 77 1 FALSE 0.20
non-small cell lung cancer KRAS_61 PTPN11 Any deletion 104 88 -0.89 -4.02 1.01 1189.77 1.00 6330 103 87 1 TRUE 0.32
non-small cell lung cancer KRAS_61 RAD52 Any deletion 69 62 -0.37 -3.12 1.41 1207.74 1.00 4598 68 61 1 FALSE 0.13
non-small cell lung cancer KRAS_61 RHEB Any deletion 84 55 -0.32 -3.29 1.44 1127.78 1.00 5219 83 54 1 FALSE 0.10
non-small cell lung cancer KRAS_61 SOCS1 Any deletion 103 56 0.57 -1.15 1.81 1024.85 1.00 6289 101 54 2 FALSE 0.34
non-small cell lung cancer KRAS_61 SOX2 Any deletion 103 109 0.40 -1.02 1.49 1488.43 1.00 6237 100 106 3 FALSE 0.27
non-small cell lung cancer KRAS_61 SYK Any deletion 93 98 0.46 -0.94 1.60 1396.91 1.00 5481 90 95 3 FALSE 0.32
non-small cell lung cancer KRAS_61 ZRSR2 Any deletion 95 57 -0.44 -3.27 1.46 1487.94 1.00 5702 94 56 1 FALSE 0.14
non-small cell lung cancer KRAS_61 PRKCI Any deletion 80 87 -0.01 -1.80 1.36 799.60 1.00 4411 78 85 2 FALSE 0.00
pancreatic cancer KRAS_61 CDKN1A Any deletion 124 53 -0.70 -2.49 0.65 1377.82 1.00 1913 122 51 2 FALSE 0.42
melanoma NRAS_61 AURKB Any deletion 324 83 1.21 0.73 1.65 1370.44 1.00 1199 287 46 37 FALSE 6.86
melanoma NRAS_61 B2M Any deletion 281 70 0.09 -0.49 0.66 1218.85 1.00 1019 265 54 16 FALSE 0.12
melanoma NRAS_61 BMPR1A Any deletion 318 111 0.26 -0.17 0.70 278.14 1.02 1129 290 83 28 TRUE 0.60
melanoma NRAS_61 CD274 Any deletion 318 158 0.39 -0.03 0.78 1464.84 1.00 1098 275 115 43 FALSE 1.26
melanoma NRAS_61 CHEK1 Any deletion 274 59 0.52 -0.09 1.07 124.24 1.01 1048 257 42 17 FALSE 1.03
melanoma NRAS_61 GATA3 Any deletion 324 127 0.08 -0.38 0.50 1323.22 1.00 1145 296 99 28 FALSE 0.14
melanoma NRAS_61 JAK2 Any deletion 324 157 0.41 0.05 0.78 1451.86 1.00 1139 281 114 43 TRUE 1.50
thyroid cancer NRAS_61 NF2 Any deletion 109 52 1.19 0.59 1.81 1423.66 1.00 703 93 36 16 TRUE 3.75
melanoma NRAS_61 NKX3-1 Any deletion 231 59 0.27 -0.37 0.83 1423.31 1.00 869 216 44 15 FALSE 0.42
melanoma NRAS_61 NTRK2 Any deletion 324 72 0.40 -0.13 0.91 1566.59 1.00 1198 304 52 20 FALSE 0.88
melanoma NRAS_61 PRDM1 Any deletion 324 141 0.46 0.06 0.85 1205.93 1.00 1142 284 101 40 FALSE 1.65
melanoma NRAS_61 SDHD Any deletion 318 105 0.59 0.17 1.00 1018.07 1.00 1140 285 72 33 FALSE 2.13
melanoma NRAS_61 SUFU Any deletion 324 105 0.16 -0.31 0.62 160.55 1.01 1165 299 80 25 TRUE 0.28
melanoma NRAS_61 TCF7L2 Any deletion 272 93 0.27 -0.21 0.72 1251.87 1.00 948 248 69 24 FALSE 0.57
melanoma NRAS_61 FAS Any deletion 137 108 0.16 -0.38 0.63 1334.33 1.00 390 110 81 27 FALSE 0.27
melanoma NRAS_61 GATA4 Any deletion 137 85 0.06 -0.50 0.62 963.99 1.00 406 117 65 20 FALSE 0.08
melanoma NRAS_61 PDCD1LG2 Any deletion 243 151 0.27 -0.12 0.66 1405.69 1.00 749 203 111 40 FALSE 0.75
melanoma NRAS_61 QKI Any deletion 123 117 0.28 -0.22 0.75 1284.60 1.00 360 93 87 30 FALSE 0.63
melanoma NRAS_61 PRF1 Any deletion 100 97 0.10 -0.46 0.60 1408.09 1.00 259 76 73 24 FALSE 0.14
melanoma NRAS_61 SMC3 Any deletion 100 93 0.09 -0.43 0.60 1354.56 1.00 262 77 70 23 FALSE 0.14
melanoma NRAS_61 WRN Any deletion 100 84 0.25 -0.30 0.81 1558.64 1.00 271 77 61 23 TRUE 0.44
melanoma NRAS_61 PARK2 Any deletion 318 149 0.43 0.05 0.83 286.12 1.01 1105 276 107 42 FALSE 1.44
melanoma NRAS_61 FANCC Any deletion 324 75 0.52 -0.01 0.97 59.11 1.05 1190 302 53 22 TRUE 1.43
melanoma NRAS_61 PAX5 Any deletion 324 126 0.68 0.28 1.08 1371.65 1.00 1161 283 85 41 TRUE 3.03
melanoma NRAS_61 TNFAIP3 Any deletion 324 133 0.51 0.14 0.88 1505.64 1.00 1151 285 94 39 TRUE 2.08
melanoma NRAS_61 MYB Any deletion 137 124 0.54 0.08 0.98 888.15 1.00 385 99 86 38 FALSE 1.72
melanoma NRAS_61 FANCG Any deletion 143 119 0.68 0.23 1.11 1084.93 1.01 422 104 80 39 TRUE 2.52
melanoma NRAS_61 CYLD Any deletion 243 69 0.55 0.01 1.06 1031.59 1.00 812 221 47 22 FALSE 1.40
melanoma NRAS_61 XPA Any deletion 100 79 0.46 -0.09 0.99 1488.49 1.00 277 76 55 24 TRUE 0.98
melanoma NRAS_61 PNRC1 Any deletion 274 57 0.66 0.10 1.24 752.79 1.00 1033 255 38 19 FALSE 1.64
colorectal cancer RAS_12-61 APC Rearrangement 2891 22 0.05 -0.77 0.87 1255.80 1.00 3752 2881 12 10 TRUE 0.04
breast cancer RAS_12-61 KMT2C Rearrangement 58 15 -4.41 -15.05 1.94 519.07 1.00 6442 58 15 0 FALSE 0.23
bladder cancer RAS_12-61 FGFR3 Rearrangement 138 17 -5.76 -12.41 -0.96 1517.54 1.00 1425 138 17 0 TRUE 1.26
cns cancer RAS_12-61 FGFR3 Rearrangement 67 32 -5.81 -12.62 -0.94 1552.24 1.00 4466 67 32 0 TRUE 1.23
non-small cell lung cancer RAS_12-61 FGFR3 Rearrangement 2975 12 -5.98 -12.73 -1.60 1407.43 1.00 7015 2975 12 0 TRUE 1.38
bone cancer RAS_12-61 TP53 Rearrangement 6 21 -1.87 -7.78 1.60 1327.33 1.00 544 6 21 0 TRUE 0.36
non-small cell lung cancer RAS_12-61 TP53 Rearrangement 2860 13 0.16 -1.07 1.26 1328.67 1.00 6786 2855 8 5 TRUE 0.11
prostate cancer RAS_12-61 TP53 Rearrangement 32 21 -1.98 -7.82 1.44 1535.58 1.00 2386 32 21 0 TRUE 0.39
non-small cell lung cancer RAS_12-61 RET Rearrangement 3008 60 -6.76 -13.26 -2.97 1426.82 1.00 7063 3008 60 0 TRUE 1.91
thyroid cancer RAS_12-61 RET Rearrangement 198 19 -6.63 -13.06 -2.33 1428.94 1.00 798 198 19 0 TRUE 1.74
prostate cancer RAS_12-61 TMPRSS2 Rearrangement 30 484 -1.15 -2.56 -0.02 1464.17 1.00 1570 27 481 3 FALSE 1.11
cns cancer RAS_12-61 EGFR Rearrangement 67 196 -4.46 -11.84 -0.71 1399.66 1.00 4309 67 196 0 TRUE 0.89
non-small cell lung cancer RAS_12-61 EGFR Rearrangement 3008 15 -2.38 -5.26 -0.40 1506.14 1.00 7106 3007 14 1 TRUE 1.21
breast cancer RAS_12-61 NF1 Rearrangement 81 25 -4.37 -13.23 0.86 74.51 1.01 8197 81 25 0 TRUE 0.64
cns cancer RAS_12-61 NF1 Rearrangement 56 14 -4.36 -13.14 0.98 77.95 1.01 3803 56 14 0 TRUE 0.64
breast cancer RAS_12-61 FGFR2 Rearrangement 82 13 -5.68 -13.48 0.48 1638.06 1.00 6818 82 13 0 TRUE 0.89
hepatobiliary cancer RAS_12-61 FGFR2 Rearrangement 171 59 -6.52 -14.82 -1.97 1341.67 1.00 1148 171 59 0 TRUE 1.28
breast cancer RAS_12-61 ARID1A Rearrangement 74 12 -4.04 -14.75 2.23 1147.18 1.00 8050 74 12 0 TRUE 0.33
prostate cancer RAS_12-61 ERG Rearrangement 30 402 -1.45 -3.21 -0.11 1365.76 1.00 1656 28 400 2 FALSE 1.17
non-small cell lung cancer RAS_12-61 ROS1 Rearrangement 2268 64 -3.65 -6.26 -1.87 1018.55 1.01 5405 2267 63 1 TRUE 2.88
breast cancer RAS_12-61 RB1 Rearrangement 96 16 -3.72 -13.69 1.24 993.57 1.01 9200 96 16 0 TRUE 0.50
cns cancer RAS_12-61 BRAF Rearrangement 67 61 -5.82 -13.01 -0.89 1350.67 1.00 4437 67 61 0 TRUE 1.16
melanoma RAS_12-61 BRAF Rearrangement 721 26 -6.11 -13.06 -1.97 1445.85 1.00 2099 721 26 0 TRUE 1.43
prostate cancer RAS_12-61 BRAF Rearrangement 32 17 -5.73 -13.05 -0.28 1468.25 1.00 2392 32 17 0 TRUE 1.09
breast cancer RAS_12-61 ETV6 Rearrangement 59 24 -4.56 -12.88 0.67 1539.05 1.00 5568 59 24 0 FALSE 0.71
head and neck cancer RAS_12-61 ETV6 Rearrangement 61 15 -4.68 -12.30 0.31 1380.97 1.00 1232 61 15 0 FALSE 0.76
breast cancer RAS_12-61 CDK12 Rearrangement 47 15 -4.25 -15.22 1.82 1177.18 1.00 4576 47 15 0 FALSE 0.43
non-small cell lung cancer RAS_12-61 SMARCA4 Rearrangement 1997 14 -1.14 -3.03 0.30 1505.93 1.00 4760 1995 12 2 FALSE 0.74
non-small cell lung cancer RAS_12-61 ALK Rearrangement 2975 119 -8.02 -17.98 -3.46 1339.17 1.00 6908 2975 119 0 TRUE 1.29
non-small cell lung cancer RAS_12-61 CDKN2A Rearrangement 2737 26 0.51 -0.29 1.29 411.06 1.01 6498 2726 15 11 TRUE 0.67
colorectal cancer KRAS_12-61 APC Rearrangement 2634 22 0.03 -0.86 0.89 1324.74 1.00 4008 2625 13 9 TRUE 0.02
breast cancer KRAS_12-61 KMT2C Rearrangement 49 15 -3.58 -13.39 2.08 205.75 1.03 6451 49 15 0 FALSE 0.38
bladder cancer KRAS_12-61 FGFR3 Rearrangement 76 17 -5.80 -12.98 -0.41 1491.94 1.00 1487 76 17 0 TRUE 1.06
cns cancer KRAS_12-61 FGFR3 Rearrangement 37 32 -5.71 -13.46 -0.03 1422.62 1.00 4496 37 32 0 TRUE 0.97
non-small cell lung cancer KRAS_12-61 FGFR3 Rearrangement 2886 12 -6.13 -13.54 -1.53 1361.90 1.00 7104 2886 12 0 TRUE 1.25
bone cancer KRAS_12-61 TP53 Rearrangement 6 21 -1.98 -7.83 1.64 1388.60 1.00 544 6 21 0 TRUE 0.38
non-small cell lung cancer KRAS_12-61 TP53 Rearrangement 2772 13 -0.13 -1.44 1.03 1375.85 1.00 6873 2768 9 4 TRUE 0.08
prostate cancer KRAS_12-61 TP53 Rearrangement 12 21 -1.83 -7.48 2.18 1583.31 1.00 2406 12 21 0 TRUE 0.32
non-small cell lung cancer KRAS_12-61 RET Rearrangement 2917 60 -6.96 -14.56 -2.90 1407.43 1.00 7154 2917 60 0 TRUE 1.60
thyroid cancer KRAS_12-61 RET Rearrangement 27 19 -6.24 -14.29 -0.66 1461.82 1.00 969 27 19 0 TRUE 1.11
prostate cancer KRAS_12-61 TMPRSS2 Rearrangement 11 484 -1.45 -4.18 0.36 834.83 1.00 1587 10 483 1 FALSE 0.68
cns cancer KRAS_12-61 EGFR Rearrangement 37 196 -4.32 -12.14 -0.26 1633.00 1.00 4339 37 196 0 TRUE 0.80
non-small cell lung cancer KRAS_12-61 EGFR Rearrangement 2917 15 -2.38 -5.39 -0.48 1559.68 1.00 7197 2916 14 1 TRUE 1.22
breast cancer KRAS_12-61 NF1 Rearrangement 65 25 -4.16 -10.68 1.25 78.51 1.05 8213 65 25 0 TRUE 0.71
cns cancer KRAS_12-61 NF1 Rearrangement 32 14 -4.15 -10.64 1.36 79.51 1.05 3827 32 14 0 TRUE 0.71
breast cancer KRAS_12-61 FGFR2 Rearrangement 61 13 -5.44 -14.27 0.87 1378.37 1.00 6839 61 13 0 TRUE 0.79
hepatobiliary cancer KRAS_12-61 FGFR2 Rearrangement 141 59 -6.30 -14.40 -1.72 1265.92 1.00 1178 141 59 0 TRUE 1.22
breast cancer KRAS_12-61 ARID1A Rearrangement 59 12 -3.75 -14.71 2.33 984.69 1.00 8065 59 12 0 TRUE 0.37
prostate cancer KRAS_12-61 ERG Rearrangement 11 402 -1.28 -4.15 0.58 1207.68 1.00 1674 10 401 1 FALSE 0.54
non-small cell lung cancer KRAS_12-61 ROS1 Rearrangement 2197 64 -3.70 -6.28 -1.90 542.11 1.01 5476 2196 63 1 TRUE 2.98
breast cancer KRAS_12-61 RB1 Rearrangement 71 16 -4.12 -14.76 2.17 898.72 1.00 9225 71 16 0 TRUE 0.36
cns cancer KRAS_12-61 BRAF Rearrangement 37 61 -3.85 -10.71 0.23 109.03 1.03 4467 37 61 0 TRUE 0.73
melanoma KRAS_12-61 BRAF Rearrangement 37 26 -3.82 -10.60 0.38 121.09 1.03 2783 37 26 0 TRUE 0.71
prostate cancer KRAS_12-61 BRAF Rearrangement 12 17 -3.81 -10.91 0.49 127.45 1.03 2412 12 17 0 TRUE 0.69
breast cancer KRAS_12-61 ETV6 Rearrangement 48 24 -3.88 -11.45 1.11 911.65 1.01 5579 48 24 0 FALSE 0.61
head and neck cancer KRAS_12-61 ETV6 Rearrangement 10 15 -3.80 -11.35 1.36 1098.07 1.01 1283 10 15 0 FALSE 0.60
breast cancer KRAS_12-61 CDK12 Rearrangement 40 15 -4.09 -14.25 2.01 1258.37 1.00 4583 40 15 0 FALSE 0.40
non-small cell lung cancer KRAS_12-61 SMARCA4 Rearrangement 1938 14 -1.10 -2.88 0.34 657.90 1.00 4819 1936 12 2 FALSE 0.74
non-small cell lung cancer KRAS_12-61 ALK Rearrangement 2886 119 -7.84 -16.20 -3.43 977.96 1.00 6997 2886 119 0 TRUE 1.38
non-small cell lung cancer KRAS_12-61 CDKN2A Rearrangement 2657 26 0.57 -0.22 1.34 1316.49 1.00 6578 2646 15 11 TRUE 0.82
breast cancer HRAS_12-61 KMT2C Rearrangement 8 15 -3.13 -16.70 3.92 1282.03 1.00 6492 8 15 0 FALSE 0.24
bladder cancer HRAS_12-61 FGFR3 Rearrangement 57 17 -4.55 -12.89 0.46 1511.29 1.00 1506 57 17 0 TRUE 0.74
non-small cell lung cancer HRAS_12-61 FGFR3 Rearrangement 17 12 -4.19 -12.21 2.05 1439.86 1.00 9973 17 12 0 TRUE 0.59
non-small cell lung cancer HRAS_12-61 TP53 Rearrangement 16 13 -3.56 -12.39 2.46 1452.01 1.00 9625 16 13 0 TRUE 0.46
prostate cancer HRAS_12-61 TP53 Rearrangement 16 21 -3.79 -12.05 1.75 1456.85 1.00 2402 16 21 0 TRUE 0.52
non-small cell lung cancer HRAS_12-61 RET Rearrangement 18 60 -4.56 -13.97 1.51 1425.97 1.00 10053 18 60 0 TRUE 0.58
thyroid cancer HRAS_12-61 RET Rearrangement 45 19 -5.02 -13.95 0.11 1187.68 1.00 951 45 19 0 TRUE 0.72
prostate cancer HRAS_12-61 TMPRSS2 Rearrangement 15 484 -1.89 -5.04 0.00 1103.07 1.00 1583 14 483 1 FALSE 0.88
non-small cell lung cancer HRAS_12-61 EGFR Rearrangement 18 15 -3.68 -12.73 2.55 1658.17 1.00 10095 18 15 0 TRUE 0.44
breast cancer HRAS_12-61 NF1 Rearrangement 15 25 -3.19 -10.67 2.46 253.93 1.01 8262 15 25 0 TRUE 0.41
breast cancer HRAS_12-61 FGFR2 Rearrangement 20 13 -3.30 -12.96 2.97 1391.98 1.00 6880 20 13 0 TRUE 0.37
breast cancer HRAS_12-61 ARID1A Rearrangement 14 12 -3.56 -15.70 3.64 698.73 1.00 8109 14 12 0 TRUE 0.26
prostate cancer HRAS_12-61 ERG Rearrangement 15 402 -5.79 -15.09 -0.82 715.30 1.00 1669 15 402 0 FALSE 0.83
non-small cell lung cancer HRAS_12-61 ROS1 Rearrangement 14 64 -4.24 -15.04 2.04 1139.61 1.00 7658 14 64 0 TRUE 0.42
breast cancer HRAS_12-61 RB1 Rearrangement 23 16 -3.63 -15.30 3.02 664.40 1.01 9272 23 16 0 TRUE 0.28
melanoma HRAS_12-61 BRAF Rearrangement 37 26 -4.26 -12.26 0.62 1388.59 1.00 2783 37 26 0 TRUE 0.68
prostate cancer HRAS_12-61 BRAF Rearrangement 16 17 -4.17 -11.81 1.05 1403.41 1.00 2408 16 17 0 TRUE 0.65
breast cancer HRAS_12-61 ETV6 Rearrangement 11 24 -4.14 -12.44 1.80 1469.83 1.00 5616 11 24 0 FALSE 0.56
head and neck cancer HRAS_12-61 ETV6 Rearrangement 42 15 -4.44 -13.17 0.70 1400.20 1.00 1251 42 15 0 FALSE 0.63
breast cancer HRAS_12-61 CDK12 Rearrangement 7 15 -3.39 -15.26 3.57 1093.25 1.00 4616 7 15 0 FALSE 0.31
non-small cell lung cancer HRAS_12-61 SMARCA4 Rearrangement 11 14 -3.53 -15.98 3.66 463.93 1.00 6744 11 14 0 FALSE 0.15
non-small cell lung cancer HRAS_12-61 ALK Rearrangement 17 119 -4.37 -16.11 1.58 1227.03 1.00 9866 17 119 0 TRUE 0.40
non-small cell lung cancer HRAS_12-61 CDKN2A Rearrangement 15 26 -3.38 -14.73 3.33 1208.09 1.00 9209 15 26 0 TRUE 0.31
colorectal cancer NRAS_12-61 APC Rearrangement 264 22 -0.34 -3.37 1.55 1258.62 1.00 6366 263 21 1 TRUE 0.10
bladder cancer NRAS_12-61 FGFR3 Rearrangement 10 17 -3.88 -11.91 1.41 1138.47 1.00 1553 10 17 0 TRUE 0.59
cns cancer NRAS_12-61 FGFR3 Rearrangement 26 32 -3.88 -11.75 1.05 1041.89 1.00 4507 26 32 0 TRUE 0.62
non-small cell lung cancer NRAS_12-61 FGFR3 Rearrangement 79 12 -3.77 -11.99 1.55 1067.80 1.00 9911 79 12 0 TRUE 0.57
non-small cell lung cancer NRAS_12-61 TP53 Rearrangement 77 13 1.36 -1.84 3.42 1295.92 1.00 9565 76 12 1 TRUE 0.50
non-small cell lung cancer NRAS_12-61 RET Rearrangement 80 60 -5.25 -13.08 0.04 1551.18 1.00 9991 80 60 0 TRUE 0.88
thyroid cancer NRAS_12-61 RET Rearrangement 126 19 -5.58 -13.51 -0.98 1435.79 1.00 870 126 19 0 TRUE 1.05
cns cancer NRAS_12-61 EGFR Rearrangement 26 196 -5.29 -13.70 -0.22 1403.04 1.00 4350 26 196 0 TRUE 0.84
non-small cell lung cancer NRAS_12-61 EGFR Rearrangement 80 15 -4.93 -13.50 1.03 1421.75 1.00 10033 80 15 0 TRUE 0.72
cns cancer NRAS_12-61 NF1 Rearrangement 20 14 -3.47 -12.98 2.58 1599.43 1.00 3839 20 14 0 TRUE 0.40
hepatobiliary cancer NRAS_12-61 FGFR2 Rearrangement 29 59 -5.78 -15.81 -0.01 1492.53 1.00 1290 29 59 0 TRUE 0.76
non-small cell lung cancer NRAS_12-61 ROS1 Rearrangement 61 64 -4.85 -15.33 0.88 794.32 1.01 7611 61 64 0 TRUE 0.57
cns cancer NRAS_12-61 BRAF Rearrangement 26 61 -5.75 -13.42 0.08 1492.16 1.00 4478 26 61 0 TRUE 0.99
melanoma NRAS_12-61 BRAF Rearrangement 649 26 -6.34 -13.51 -1.96 1529.60 1.00 2171 649 26 0 TRUE 1.42
head and neck cancer NRAS_12-61 ETV6 Rearrangement 10 15 -4.42 -16.26 1.99 1510.81 1.00 1283 10 15 0 FALSE 0.44
non-small cell lung cancer NRAS_12-61 SMARCA4 Rearrangement 50 14 -3.81 -14.70 2.11 844.77 1.00 6705 50 14 0 FALSE 0.38
non-small cell lung cancer NRAS_12-61 ALK Rearrangement 79 119 -5.12 -15.16 0.13 1148.34 1.00 9804 79 119 0 TRUE 0.62
non-small cell lung cancer NRAS_12-61 CDKN2A Rearrangement 70 26 -3.89 -14.25 1.73 1271.32 1.00 9154 70 26 0 TRUE 0.45
colorectal cancer RAS_12 APC Rearrangement 2077 22 -0.02 -0.91 0.84 335.76 1.01 4563 2070 15 7 TRUE 0.02
breast cancer RAS_12 KMT2C Rearrangement 50 15 -4.22 -15.31 2.23 989.62 1.00 6450 50 15 0 FALSE 0.36
bladder cancer RAS_12 FGFR3 Rearrangement 84 17 -5.79 -13.26 -0.73 1329.65 1.00 1479 84 17 0 TRUE 1.10
cns cancer RAS_12 FGFR3 Rearrangement 29 32 -5.56 -13.20 0.12 1436.14 1.00 4504 29 32 0 TRUE 0.97
non-small cell lung cancer RAS_12 FGFR3 Rearrangement 2522 12 -5.99 -13.26 -1.30 1228.25 1.00 7468 2522 12 0 TRUE 1.21
non-small cell lung cancer RAS_12 TP53 Rearrangement 2426 13 0.43 -0.79 1.56 1486.13 1.00 7220 2421 8 5 TRUE 0.33
prostate cancer RAS_12 TP53 Rearrangement 7 21 -1.54 -7.84 2.78 1545.74 1.00 2411 7 21 0 TRUE 0.25
non-small cell lung cancer RAS_12 RET Rearrangement 2552 60 -6.92 -14.06 -2.53 1453.89 1.00 7519 2552 60 0 TRUE 1.61
thyroid cancer RAS_12 RET Rearrangement 13 19 -6.09 -14.37 0.07 1471.86 1.00 983 13 19 0 TRUE 0.99
prostate cancer RAS_12 TMPRSS2 Rearrangement 7 484 -1.01 -4.04 1.06 225.70 1.02 1591 6 483 1 FALSE 0.36
cns cancer RAS_12 EGFR Rearrangement 29 196 -4.14 -12.24 0.01 1629.40 1.00 4347 29 196 0 TRUE 0.72
non-small cell lung cancer RAS_12 EGFR Rearrangement 2552 15 -2.19 -5.18 -0.23 1442.37 1.00 7562 2551 14 1 TRUE 1.09
breast cancer RAS_12 NF1 Rearrangement 66 25 -3.46 -10.17 1.24 428.27 1.01 8212 66 25 0 TRUE 0.57
cns cancer RAS_12 NF1 Rearrangement 23 14 -3.40 -10.47 1.35 402.07 1.01 3836 23 14 0 TRUE 0.55
breast cancer RAS_12 FGFR2 Rearrangement 62 13 -5.31 -13.78 1.23 1399.88 1.00 6838 62 13 0 TRUE 0.74
hepatobiliary cancer RAS_12 FGFR2 Rearrangement 123 59 -6.14 -14.06 -1.70 1411.53 1.00 1196 123 59 0 TRUE 1.12
breast cancer RAS_12 ARID1A Rearrangement 60 12 -3.69 -14.81 2.40 1306.30 1.00 8064 60 12 0 TRUE 0.34
prostate cancer RAS_12 ERG Rearrangement 7 402 -0.83 -3.83 1.26 995.85 1.01 1678 6 401 1 FALSE 0.28
non-small cell lung cancer RAS_12 ROS1 Rearrangement 1937 64 -3.35 -6.02 -1.70 1065.62 1.00 5736 1936 63 1 TRUE 2.60
breast cancer RAS_12 RB1 Rearrangement 74 16 -4.07 -15.97 2.09 1294.07 1.00 9222 74 16 0 TRUE 0.39
cns cancer RAS_12 BRAF Rearrangement 29 61 -4.54 -12.40 0.30 1457.02 1.00 4475 29 61 0 TRUE 0.79
melanoma RAS_12 BRAF Rearrangement 79 26 -4.50 -11.82 0.02 1491.17 1.00 2741 79 26 0 TRUE 0.82
prostate cancer RAS_12 BRAF Rearrangement 7 17 -4.44 -11.75 0.86 1447.68 1.00 2417 7 17 0 TRUE 0.75
breast cancer RAS_12 ETV6 Rearrangement 47 24 -3.91 -11.29 0.98 1422.55 1.00 5580 47 24 0 FALSE 0.61
head and neck cancer RAS_12 ETV6 Rearrangement 24 15 -3.88 -11.45 1.03 1505.41 1.00 1269 24 15 0 FALSE 0.61
breast cancer RAS_12 CDK12 Rearrangement 38 15 -3.93 -15.02 2.08 1387.81 1.00 4585 38 15 0 FALSE 0.36
non-small cell lung cancer RAS_12 SMARCA4 Rearrangement 1712 14 -0.91 -2.87 0.45 1499.28 1.00 5045 1710 12 2 FALSE 0.57
non-small cell lung cancer RAS_12 ALK Rearrangement 2522 119 -7.60 -15.81 -3.40 910.73 1.00 7361 2522 119 0 TRUE 1.33
non-small cell lung cancer RAS_12 CDKN2A Rearrangement 2324 26 0.58 -0.19 1.37 809.81 1.01 6910 2314 16 10 TRUE 0.82
colorectal cancer KRAS_12 APC Rearrangement 1995 22 -0.20 -1.23 0.67 828.20 1.00 4644 1989 16 6 TRUE 0.16
breast cancer KRAS_12 KMT2C Rearrangement 46 15 -3.84 -15.27 2.38 1432.05 1.00 6454 46 15 0 FALSE 0.40
bladder cancer KRAS_12 FGFR3 Rearrangement 67 17 -5.57 -13.15 -0.31 1474.82 1.00 1496 67 17 0 TRUE 1.07
cns cancer KRAS_12 FGFR3 Rearrangement 24 32 -5.39 -13.23 0.42 1490.94 1.00 4509 24 32 0 TRUE 0.91
non-small cell lung cancer KRAS_12 FGFR3 Rearrangement 2505 12 -5.89 -13.28 -1.52 1312.64 1.00 7485 2505 12 0 TRUE 1.22
non-small cell lung cancer KRAS_12 TP53 Rearrangement 2410 13 0.07 -1.30 1.25 1428.69 1.00 7235 2406 9 4 TRUE 0.04
prostate cancer KRAS_12 TP53 Rearrangement 7 21 -1.56 -7.99 2.53 1334.24 1.00 2411 7 21 0 TRUE 0.25
non-small cell lung cancer KRAS_12 RET Rearrangement 2535 60 -6.92 -14.65 -2.61 1506.06 1.00 7536 2535 60 0 TRUE 1.60
thyroid cancer KRAS_12 RET Rearrangement 12 19 -6.16 -13.95 0.34 1500.50 1.00 984 12 19 0 TRUE 1.00
prostate cancer KRAS_12 TMPRSS2 Rearrangement 7 484 -0.93 -3.89 1.37 291.66 1.01 1591 6 483 1 FALSE 0.32
cns cancer KRAS_12 EGFR Rearrangement 24 196 -3.99 -11.12 0.14 1542.68 1.00 4352 24 196 0 TRUE 0.76
non-small cell lung cancer KRAS_12 EGFR Rearrangement 2535 15 -2.13 -5.05 -0.15 1323.76 1.00 7579 2534 14 1 TRUE 1.05
breast cancer KRAS_12 NF1 Rearrangement 60 25 -3.62 -10.83 1.69 420.31 1.01 8218 60 25 0 TRUE 0.55
cns cancer KRAS_12 NF1 Rearrangement 19 14 -3.58 -10.72 1.76 408.37 1.01 3840 19 14 0 TRUE 0.54
breast cancer KRAS_12 FGFR2 Rearrangement 54 13 -5.20 -14.35 1.25 1441.12 1.00 6846 54 13 0 TRUE 0.71
hepatobiliary cancer KRAS_12 FGFR2 Rearrangement 114 59 -6.14 -14.29 -1.36 1480.61 1.00 1205 114 59 0 TRUE 1.16
breast cancer KRAS_12 ARID1A Rearrangement 54 12 -3.85 -15.50 2.42 1192.66 1.00 8070 54 12 0 TRUE 0.34
prostate cancer KRAS_12 ERG Rearrangement 7 402 -0.85 -3.84 1.26 1288.79 1.00 1678 6 401 1 FALSE 0.29
non-small cell lung cancer KRAS_12 ROS1 Rearrangement 1926 64 -3.43 -6.10 -1.71 1417.46 1.00 5747 1925 63 1 TRUE 2.61
breast cancer KRAS_12 RB1 Rearrangement 64 16 -3.98 -15.37 1.94 1208.77 1.00 9232 64 16 0 TRUE 0.36
cns cancer KRAS_12 BRAF Rearrangement 24 61 -3.96 -10.84 0.78 1157.33 1.00 4480 24 61 0 TRUE 0.69
melanoma KRAS_12 BRAF Rearrangement 23 26 -3.95 -10.86 0.76 1084.45 1.00 2797 23 26 0 TRUE 0.70
prostate cancer KRAS_12 BRAF Rearrangement 7 17 -3.93 -10.90 0.72 1142.50 1.00 2417 7 17 0 TRUE 0.69
breast cancer KRAS_12 ETV6 Rearrangement 43 24 -3.62 -11.73 1.56 507.28 1.00 5584 43 24 0 FALSE 0.52
head and neck cancer KRAS_12 ETV6 Rearrangement 8 15 -3.54 -11.60 1.61 488.45 1.00 1285 8 15 0 FALSE 0.50
breast cancer KRAS_12 CDK12 Rearrangement 35 15 -4.28 -16.82 1.92 1046.89 1.00 4588 35 15 0 FALSE 0.41
non-small cell lung cancer KRAS_12 SMARCA4 Rearrangement 1704 14 -0.93 -2.69 0.52 1341.12 1.00 5053 1702 12 2 FALSE 0.59
non-small cell lung cancer KRAS_12 ALK Rearrangement 2505 119 -7.38 -15.83 -3.37 280.12 1.03 7378 2505 119 0 TRUE 1.03
non-small cell lung cancer KRAS_12 CDKN2A Rearrangement 2309 26 0.58 -0.22 1.33 1144.37 1.00 6925 2299 16 10 TRUE 0.81
colorectal cancer NRAS_12 APC Rearrangement 81 22 0.72 -2.49 2.66 1009.03 1.00 6549 80 21 1 TRUE 0.23
non-small cell lung cancer NRAS_12 FGFR3 Rearrangement 17 12 -2.99 -11.12 2.57 1282.86 1.00 9973 17 12 0 TRUE 0.38
non-small cell lung cancer NRAS_12 TP53 Rearrangement 16 13 3.03 -0.19 5.30 1410.92 1.00 9626 15 12 1 TRUE 1.43
non-small cell lung cancer NRAS_12 RET Rearrangement 17 60 -3.49 -12.97 2.18 1314.10 1.00 10054 17 60 0 TRUE 0.41
non-small cell lung cancer NRAS_12 EGFR Rearrangement 17 15 -3.91 -13.16 2.60 1423.76 1.00 10096 17 15 0 TRUE 0.46
hepatobiliary cancer NRAS_12 FGFR2 Rearrangement 9 59 -5.32 -16.69 0.97 1273.50 1.00 1310 9 59 0 TRUE 0.55
non-small cell lung cancer NRAS_12 ROS1 Rearrangement 10 64 -3.88 -14.97 2.42 1133.12 1.00 7662 10 64 0 TRUE 0.38
melanoma NRAS_12 BRAF Rearrangement 48 26 -4.45 -12.83 0.72 1406.71 1.00 2772 48 26 0 TRUE 0.66
non-small cell lung cancer NRAS_12 SMARCA4 Rearrangement 7 14 -2.73 -14.53 4.11 1049.03 1.00 6748 7 14 0 FALSE 0.23
non-small cell lung cancer NRAS_12 ALK Rearrangement 17 119 -4.19 -14.50 1.61 1154.17 1.00 9866 17 119 0 TRUE 0.37
non-small cell lung cancer NRAS_12 CDKN2A Rearrangement 15 26 -3.83 -16.24 3.00 1131.95 1.00 9209 15 26 0 TRUE 0.25
colorectal cancer RAS_12C APC Rearrangement 84 22 0.70 -2.48 2.63 1471.97 1.00 6550 83 21 1 TRUE 0.23
non-small cell lung cancer RAS_12C FGFR3 Rearrangement 438 12 -4.63 -12.78 0.79 1346.76 1.00 9552 438 12 0 TRUE 0.69
non-small cell lung cancer RAS_12C TP53 Rearrangement 419 13 -5.45 -16.03 0.48 1425.01 1.00 9222 419 13 0 TRUE 0.64
non-small cell lung cancer RAS_12C RET Rearrangement 441 60 -6.78 -19.66 -0.96 1298.26 1.00 9630 441 60 0 TRUE 0.70
non-small cell lung cancer RAS_12C EGFR Rearrangement 441 15 -5.53 -15.78 0.39 1293.27 1.00 9672 441 15 0 TRUE 0.63
non-small cell lung cancer RAS_12C ROS1 Rearrangement 360 64 -1.66 -4.37 0.22 114.36 1.03 7313 359 63 1 TRUE 0.76
melanoma RAS_12C BRAF Rearrangement 7 26 -3.15 -11.15 2.60 1420.73 1.00 2813 7 26 0 TRUE 0.42
non-small cell lung cancer RAS_12C SMARCA4 Rearrangement 315 14 0.95 -1.01 2.39 566.30 1.00 6442 313 12 2 FALSE 0.55
non-small cell lung cancer RAS_12C ALK Rearrangement 438 119 -6.32 -15.64 -1.43 1195.09 1.00 9445 438 119 0 TRUE 0.87
non-small cell lung cancer RAS_12C CDKN2A Rearrangement 395 26 1.26 0.00 2.35 1289.31 1.00 8833 391 22 4 TRUE 1.47
colorectal cancer KRAS_12C APC Rearrangement 212 22 -0.15 -2.96 1.76 1289.37 1.00 6422 211 21 1 TRUE 0.05
bladder cancer KRAS_12C FGFR3 Rearrangement 8 17 -5.19 -15.05 1.60 1212.81 1.00 1555 8 17 0 TRUE 0.61
non-small cell lung cancer KRAS_12C FGFR3 Rearrangement 1199 12 -5.77 -14.73 -0.43 1343.85 1.00 8791 1199 12 0 TRUE 0.91
non-small cell lung cancer KRAS_12C TP53 Rearrangement 1156 13 1.05 -0.25 2.24 1469.44 1.00 8489 1152 9 4 TRUE 1.00
non-small cell lung cancer KRAS_12C RET Rearrangement 1213 60 -6.32 -14.43 -1.70 1382.71 1.00 8858 1213 60 0 TRUE 1.23
non-small cell lung cancer KRAS_12C EGFR Rearrangement 1213 15 -7.30 -22.56 -0.53 1032.44 1.00 8900 1213 15 0 TRUE 0.63
breast cancer KRAS_12C NF1 Rearrangement 7 25 -2.63 -12.16 3.64 1370.44 1.00 8271 7 25 0 TRUE 0.26
breast cancer KRAS_12C FGFR2 Rearrangement 6 13 -3.86 -12.94 3.00 1087.16 1.00 6894 6 13 0 TRUE 0.45
hepatobiliary cancer KRAS_12C FGFR2 Rearrangement 10 59 -4.44 -13.26 0.88 1151.53 1.00 1309 10 59 0 TRUE 0.63
breast cancer KRAS_12C ARID1A Rearrangement 7 12 -3.23 -15.18 4.18 909.30 1.00 8117 7 12 0 TRUE 0.25
non-small cell lung cancer KRAS_12C ROS1 Rearrangement 946 64 -2.57 -5.24 -0.75 1380.16 1.00 6727 945 63 1 TRUE 1.66
breast cancer KRAS_12C RB1 Rearrangement 8 16 -2.95 -15.20 4.00 1167.27 1.00 9288 8 16 0 TRUE 0.24
non-small cell lung cancer KRAS_12C SMARCA4 Rearrangement 838 14 -0.03 -2.09 1.32 1164.64 1.00 5919 836 12 2 FALSE 0.01
non-small cell lung cancer KRAS_12C ALK Rearrangement 1199 119 -7.10 -16.48 -2.50 1347.82 1.00 8684 1199 119 0 TRUE 1.05
non-small cell lung cancer KRAS_12C CDKN2A Rearrangement 1102 26 0.50 -0.56 1.45 1476.64 1.00 8127 1097 21 5 TRUE 0.48
colorectal cancer RAS_13 APC Rearrangement 561 22 0.48 -0.89 1.45 88.30 1.02 6075 558 19 3 TRUE 0.35
bladder cancer RAS_13 FGFR3 Rearrangement 19 17 -4.25 -11.74 1.05 1478.95 1.00 1544 19 17 0 TRUE 0.68
non-small cell lung cancer RAS_13 FGFR3 Rearrangement 222 12 -4.32 -11.62 0.88 1597.41 1.00 9768 222 12 0 TRUE 0.73
non-small cell lung cancer RAS_13 TP53 Rearrangement 210 13 -4.42 -13.18 1.00 1354.15 1.00 9431 210 13 0 TRUE 0.63
non-small cell lung cancer RAS_13 RET Rearrangement 223 60 -4.89 -12.72 -0.10 1409.71 1.00 9848 223 60 0 TRUE 0.85
non-small cell lung cancer RAS_13 EGFR Rearrangement 223 15 -4.84 -14.17 0.76 1450.21 1.00 9890 223 15 0 TRUE 0.65
breast cancer RAS_13 NF1 Rearrangement 7 25 -2.67 -10.81 3.19 637.22 1.00 8271 7 25 0 TRUE 0.33
breast cancer RAS_13 FGFR2 Rearrangement 12 13 -4.10 -13.86 2.53 1328.79 1.00 6888 12 13 0 TRUE 0.49
hepatobiliary cancer RAS_13 FGFR2 Rearrangement 13 59 -4.64 -13.23 0.74 1207.26 1.00 1306 13 59 0 TRUE 0.67
breast cancer RAS_13 ARID1A Rearrangement 6 12 -3.22 -14.83 4.23 135.59 1.02 8118 6 12 0 TRUE 0.27
non-small cell lung cancer RAS_13 ROS1 Rearrangement 171 64 -5.30 -14.87 -0.06 990.57 1.00 7501 171 64 0 TRUE 0.66
breast cancer RAS_13 RB1 Rearrangement 12 16 -2.91 -15.34 3.75 1044.49 1.00 9284 12 16 0 TRUE 0.21
melanoma RAS_13 BRAF Rearrangement 62 26 -4.22 -12.08 0.56 1431.41 1.00 2758 62 26 0 TRUE 0.70
breast cancer RAS_13 ETV6 Rearrangement 6 24 -3.59 -12.65 2.48 1362.85 1.00 5621 6 24 0 FALSE 0.43
head and neck cancer RAS_13 ETV6 Rearrangement 17 15 -3.88 -13.37 1.61 1490.97 1.00 1276 17 15 0 FALSE 0.50
non-small cell lung cancer RAS_13 SMARCA4 Rearrangement 148 14 -4.65 -14.59 1.30 1210.11 1.00 6607 148 14 0 FALSE 0.49
non-small cell lung cancer RAS_13 ALK Rearrangement 222 119 -5.68 -14.63 -0.82 850.02 1.00 9661 222 119 0 TRUE 0.83
non-small cell lung cancer RAS_13 CDKN2A Rearrangement 201 26 -5.23 -16.11 0.59 630.73 1.00 9023 201 26 0 TRUE 0.39
colorectal cancer KRAS_13 APC Rearrangement 526 22 0.46 -0.94 1.64 1414.66 1.00 6110 523 19 3 TRUE 0.33
non-small cell lung cancer KRAS_13 FGFR3 Rearrangement 208 12 -4.01 -11.66 1.21 1458.24 1.00 9782 208 12 0 TRUE 0.62
non-small cell lung cancer KRAS_13 TP53 Rearrangement 198 13 -4.33 -12.73 1.44 1443.40 1.00 9443 198 13 0 TRUE 0.60
non-small cell lung cancer KRAS_13 RET Rearrangement 209 60 -5.61 -16.53 -0.14 1441.86 1.00 9862 209 60 0 TRUE 0.72
non-small cell lung cancer KRAS_13 EGFR Rearrangement 209 15 -4.94 -15.28 1.18 1477.90 1.00 9904 209 15 0 TRUE 0.61
hepatobiliary cancer KRAS_13 FGFR2 Rearrangement 9 59 -4.30 -13.11 1.11 1297.32 1.00 1310 9 59 0 TRUE 0.59
non-small cell lung cancer KRAS_13 ROS1 Rearrangement 158 64 -5.30 -15.42 -0.05 1471.18 1.00 7514 158 64 0 TRUE 0.70
melanoma KRAS_13 BRAF Rearrangement 7 26 -2.89 -10.72 2.33 1124.10 1.00 2813 7 26 0 TRUE 0.39
non-small cell lung cancer KRAS_13 SMARCA4 Rearrangement 137 14 -4.53 -15.20 1.31 1049.01 1.00 6618 137 14 0 FALSE 0.38
non-small cell lung cancer KRAS_13 ALK Rearrangement 208 119 -5.63 -15.37 -0.84 280.44 1.02 9675 208 119 0 TRUE 0.71
non-small cell lung cancer KRAS_13 CDKN2A Rearrangement 189 26 -4.52 -15.37 0.66 470.58 1.01 9035 189 26 0 TRUE 0.48
colorectal cancer NRAS_13 APC Rearrangement 34 22 -3.98 -14.27 2.04 1047.67 1.00 6595 34 22 0 TRUE 0.40
melanoma NRAS_13 BRAF Rearrangement 39 26 -4.50 -13.32 0.84 1372.45 1.00 2781 39 26 0 TRUE 0.62
colorectal cancer RAS_61 APC Rearrangement 272 22 -5.24 -16.17 0.28 1424.71 1.00 6361 272 22 0 TRUE 0.52
bladder cancer RAS_61 FGFR3 Rearrangement 40 17 -4.53 -12.36 0.43 1621.11 1.00 1523 40 17 0 TRUE 0.77
cns cancer RAS_61 FGFR3 Rearrangement 33 32 -4.41 -11.99 0.65 1613.58 1.00 4500 33 32 0 TRUE 0.75
non-small cell lung cancer RAS_61 FGFR3 Rearrangement 243 12 -4.45 -12.07 0.61 1601.67 1.00 9747 243 12 0 TRUE 0.76
non-small cell lung cancer RAS_61 TP53 Rearrangement 234 13 -4.42 -11.90 0.75 1402.81 1.00 9407 234 13 0 TRUE 0.71
prostate cancer RAS_61 TP53 Rearrangement 21 21 -4.31 -12.15 1.05 1426.15 1.00 2397 21 21 0 TRUE 0.67
non-small cell lung cancer RAS_61 RET Rearrangement 245 60 -5.70 -13.39 -0.85 1398.59 1.00 9826 245 60 0 TRUE 1.14
thyroid cancer RAS_61 RET Rearrangement 181 19 -5.90 -13.46 -1.17 1463.47 1.00 815 181 19 0 TRUE 1.15
prostate cancer RAS_61 TMPRSS2 Rearrangement 21 484 -1.27 -3.17 0.52 387.44 1.00 1578 19 482 2 FALSE 0.82
cns cancer RAS_61 EGFR Rearrangement 33 196 -5.46 -14.31 -0.39 1303.73 1.00 4343 33 196 0 TRUE 0.87
non-small cell lung cancer RAS_61 EGFR Rearrangement 245 15 -5.10 -12.78 0.70 1431.42 1.00 9868 245 15 0 TRUE 0.79
breast cancer RAS_61 NF1 Rearrangement 8 25 -3.25 -11.63 2.85 1370.02 1.00 8270 8 25 0 TRUE 0.41
cns cancer RAS_61 NF1 Rearrangement 28 14 -3.40 -11.22 2.07 1446.73 1.00 3831 28 14 0 TRUE 0.45
breast cancer RAS_61 FGFR2 Rearrangement 8 13 -4.46 -13.49 2.61 1483.51 1.00 6892 8 13 0 TRUE 0.54
hepatobiliary cancer RAS_61 FGFR2 Rearrangement 35 59 -5.22 -13.52 -0.19 1405.83 1.00 1284 35 59 0 TRUE 0.81
breast cancer RAS_61 ARID1A Rearrangement 8 12 -2.28 -14.84 4.30 53.51 1.03 8116 8 12 0 TRUE 0.17
prostate cancer RAS_61 ERG Rearrangement 21 402 -1.99 -4.74 -0.18 1231.26 1.00 1664 20 401 1 FALSE 1.03
non-small cell lung cancer RAS_61 ROS1 Rearrangement 170 64 -6.61 -15.79 -0.30 47.10 1.07 7502 170 64 0 TRUE 0.81
breast cancer RAS_61 RB1 Rearrangement 10 16 -3.05 -14.45 3.82 1045.37 1.00 9286 10 16 0 TRUE 0.28
cns cancer RAS_61 BRAF Rearrangement 33 61 -5.57 -13.10 -0.20 1577.56 1.00 4471 33 61 0 TRUE 0.98
melanoma RAS_61 BRAF Rearrangement 584 26 -6.03 -13.13 -1.55 1466.37 1.00 2236 584 26 0 TRUE 1.29
prostate cancer RAS_61 BRAF Rearrangement 21 17 -5.51 -13.44 0.04 1379.13 1.00 2403 21 17 0 TRUE 0.96
breast cancer RAS_61 ETV6 Rearrangement 6 24 -3.54 -11.04 2.80 1454.72 1.00 5621 6 24 0 FALSE 0.48
head and neck cancer RAS_61 ETV6 Rearrangement 20 15 -3.88 -12.63 1.46 1387.56 1.00 1273 20 15 0 FALSE 0.53
non-small cell lung cancer RAS_61 SMARCA4 Rearrangement 145 14 -4.19 -17.09 1.38 236.33 1.02 6610 145 14 0 FALSE 0.36
non-small cell lung cancer RAS_61 ALK Rearrangement 243 119 -6.56 -13.71 -1.09 35.02 1.05 9640 243 119 0 TRUE 1.15
non-small cell lung cancer RAS_61 CDKN2A Rearrangement 222 26 0.76 -0.54 2.18 10.21 1.14 9004 220 24 2 TRUE 0.50
colorectal cancer KRAS_61 APC Rearrangement 123 22 -4.68 -15.48 0.99 1297.93 1.00 6510 123 22 0 TRUE 0.53
cns cancer KRAS_61 FGFR3 Rearrangement 12 32 -3.98 -12.63 1.58 1459.03 1.00 4521 12 32 0 TRUE 0.56
non-small cell lung cancer KRAS_61 FGFR3 Rearrangement 179 12 -4.07 -12.50 1.06 1413.29 1.00 9811 179 12 0 TRUE 0.59
non-small cell lung cancer KRAS_61 TP53 Rearrangement 170 13 -4.11 -12.60 1.21 1463.80 1.00 9471 170 13 0 TRUE 0.59
non-small cell lung cancer KRAS_61 RET Rearrangement 179 60 -5.03 -11.81 -0.02 90.07 1.04 9892 179 60 0 TRUE 0.88
thyroid cancer KRAS_61 RET Rearrangement 15 19 -4.93 -11.76 0.32 82.69 1.05 981 15 19 0 TRUE 0.85
cns cancer KRAS_61 EGFR Rearrangement 12 196 -4.96 -13.68 0.61 1485.29 1.00 4364 12 196 0 TRUE 0.74
non-small cell lung cancer KRAS_61 EGFR Rearrangement 179 15 -4.80 -13.73 1.06 1656.89 1.00 9934 179 15 0 TRUE 0.66
cns cancer KRAS_61 NF1 Rearrangement 12 14 -2.98 -11.76 2.90 1380.58 1.00 3847 12 14 0 TRUE 0.34
hepatobiliary cancer KRAS_61 FGFR2 Rearrangement 18 59 -5.12 -14.73 0.40 1534.79 1.00 1301 18 59 0 TRUE 0.69
non-small cell lung cancer KRAS_61 ROS1 Rearrangement 119 64 -5.38 -14.97 0.04 943.66 1.00 7553 119 64 0 TRUE 0.65
cns cancer KRAS_61 BRAF Rearrangement 12 61 -3.25 -10.73 1.52 788.12 1.00 4492 12 61 0 TRUE 0.50
melanoma KRAS_61 BRAF Rearrangement 8 26 -3.24 -10.56 1.61 836.33 1.00 2812 8 26 0 TRUE 0.49
non-small cell lung cancer KRAS_61 SMARCA4 Rearrangement 103 14 -4.27 -14.85 1.70 1114.17 1.00 6652 103 14 0 FALSE 0.46
non-small cell lung cancer KRAS_61 ALK Rearrangement 179 119 -5.82 -15.56 -0.63 1185.63 1.00 9704 179 119 0 TRUE 0.72
non-small cell lung cancer KRAS_61 CDKN2A Rearrangement 165 26 1.21 -0.41 2.60 139.59 1.03 9061 163 24 2 TRUE 0.86
bladder cancer HRAS_61 FGFR3 Rearrangement 29 17 -4.21 -12.42 1.15 1414.09 1.00 1534 29 17 0 TRUE 0.60
non-small cell lung cancer HRAS_61 FGFR3 Rearrangement 6 12 -3.73 -12.74 3.02 1356.59 1.00 9984 6 12 0 TRUE 0.44
non-small cell lung cancer HRAS_61 TP53 Rearrangement 6 13 -3.51 -12.84 3.30 1410.17 1.00 9635 6 13 0 TRUE 0.40
prostate cancer HRAS_61 TP53 Rearrangement 13 21 -3.67 -11.88 2.07 1485.89 1.00 2405 13 21 0 TRUE 0.48
non-small cell lung cancer HRAS_61 RET Rearrangement 7 60 -4.43 -14.18 2.32 1570.02 1.00 10064 7 60 0 TRUE 0.51
thyroid cancer HRAS_61 RET Rearrangement 42 19 -5.03 -13.25 0.26 1561.41 1.00 954 42 19 0 TRUE 0.70
prostate cancer HRAS_61 TMPRSS2 Rearrangement 13 484 -1.71 -4.63 0.26 1239.16 1.00 1585 12 483 1 FALSE 0.77
non-small cell lung cancer HRAS_61 EGFR Rearrangement 7 15 -3.14 -13.03 3.84 1369.90 1.00 10106 7 15 0 TRUE 0.32
breast cancer HRAS_61 NF1 Rearrangement 6 25 -2.82 -10.04 3.13 88.41 1.06 8271 6 25 0 TRUE 0.39
breast cancer HRAS_61 FGFR2 Rearrangement 6 13 -3.06 -11.86 3.49 1176.51 1.00 6894 6 13 0 TRUE 0.34
breast cancer HRAS_61 ARID1A Rearrangement 6 12 -3.17 -15.39 4.33 1359.03 1.00 8117 6 12 0 TRUE 0.23
prostate cancer HRAS_61 ERG Rearrangement 13 402 -5.82 -16.51 -0.77 1363.73 1.00 1671 13 402 0 FALSE 0.71
breast cancer HRAS_61 RB1 Rearrangement 8 16 -2.96 -15.74 3.77 1147.05 1.00 9287 8 16 0 TRUE 0.23
melanoma HRAS_61 BRAF Rearrangement 13 26 -3.78 -11.80 1.59 1324.05 1.00 2807 13 26 0 TRUE 0.56
prostate cancer HRAS_61 BRAF Rearrangement 13 17 -3.78 -12.06 1.68 1385.68 1.00 2411 13 17 0 TRUE 0.55
head and neck cancer HRAS_61 ETV6 Rearrangement 17 15 -3.87 -13.33 1.62 1386.67 1.00 1276 17 15 0 FALSE 0.48
non-small cell lung cancer HRAS_61 ALK Rearrangement 6 119 -3.82 -15.26 2.53 1372.41 1.00 9877 6 119 0 TRUE 0.36
colorectal cancer NRAS_61 APC Rearrangement 149 22 -4.65 -14.38 0.79 1334.98 1.00 6480 149 22 0 TRUE 0.49
bladder cancer NRAS_61 FGFR3 Rearrangement 6 17 -3.59 -11.47 1.51 1445.39 1.00 1557 6 17 0 TRUE 0.54
cns cancer NRAS_61 FGFR3 Rearrangement 20 32 -3.64 -11.88 1.43 1448.73 1.00 4513 20 32 0 TRUE 0.55
non-small cell lung cancer NRAS_61 FGFR3 Rearrangement 58 12 -3.62 -11.75 1.60 1495.86 1.00 9932 58 12 0 TRUE 0.53
non-small cell lung cancer NRAS_61 TP53 Rearrangement 58 13 -3.62 -12.84 2.23 1613.80 1.00 9583 58 13 0 TRUE 0.46
non-small cell lung cancer NRAS_61 RET Rearrangement 59 60 -5.11 -13.14 0.30 1457.45 1.00 10012 59 60 0 TRUE 0.80
thyroid cancer NRAS_61 RET Rearrangement 124 19 -5.45 -13.12 -0.76 1549.02 1.00 872 124 19 0 TRUE 1.00
cns cancer NRAS_61 EGFR Rearrangement 20 196 -4.94 -13.31 0.13 1433.43 1.00 4356 20 196 0 TRUE 0.76
non-small cell lung cancer NRAS_61 EGFR Rearrangement 59 15 -4.42 -12.81 1.57 1385.63 1.00 10054 59 15 0 TRUE 0.60
cns cancer NRAS_61 NF1 Rearrangement 15 14 -3.97 -15.83 2.75 1380.29 1.00 3844 15 14 0 TRUE 0.36
hepatobiliary cancer NRAS_61 FGFR2 Rearrangement 16 59 -5.93 -20.03 0.57 1083.73 1.00 1303 16 59 0 TRUE 0.56
non-small cell lung cancer NRAS_61 ROS1 Rearrangement 47 64 -4.62 -14.77 1.01 1381.40 1.00 7625 47 64 0 TRUE 0.51
cns cancer NRAS_61 BRAF Rearrangement 20 61 -5.61 -13.90 0.24 1452.75 1.00 4484 20 61 0 TRUE 0.89
melanoma NRAS_61 BRAF Rearrangement 564 26 -6.22 -14.37 -1.68 1600.90 1.00 2256 564 26 0 TRUE 1.19
non-small cell lung cancer NRAS_61 SMARCA4 Rearrangement 40 14 -3.52 -14.20 2.25 392.79 1.01 6715 40 14 0 FALSE 0.33
non-small cell lung cancer NRAS_61 ALK Rearrangement 58 119 -4.86 -14.67 0.58 964.80 1.00 9825 58 119 0 TRUE 0.62
non-small cell lung cancer NRAS_61 CDKN2A Rearrangement 52 26 -4.20 -15.19 2.00 1470.43 1.00 9172 52 26 0 TRUE 0.39
 

R version 4.2.1 (2022-06-23)
Platform: x86_64-apple-darwin21.5.0 (64-bit)
Running under: macOS Monterey 12.5.1

Matrix products: default
BLAS:   /usr/local/Cellar/openblas/0.3.20/lib/libopenblasp-r0.3.20.dylib
LAPACK: /usr/local/Cellar/r/4.2.1/lib/R/lib/libRlapack.dylib

locale:
[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] here_1.0.1      gt_0.6.0        forcats_0.5.1   stringr_1.4.0  
 [5] dplyr_1.0.9     purrr_0.3.4     readr_2.1.2     tidyr_1.2.0    
 [9] tibble_3.1.8    ggplot2_3.3.6   tidyverse_1.3.2 magrittr_2.0.3 
[13] workflowr_1.7.0

loaded via a namespace (and not attached):
 [1] httr_1.4.3          sass_0.4.2          bit64_4.0.5        
 [4] vroom_1.5.7         jsonlite_1.8.0      modelr_0.1.8       
 [7] bslib_0.4.0         assertthat_0.2.1    getPass_0.2-2      
[10] highr_0.9           googlesheets4_1.0.1 cellranger_1.1.0   
[13] yaml_2.3.5          pillar_1.8.0        backports_1.4.1    
[16] glue_1.6.2          digest_0.6.29       checkmate_2.1.0    
[19] promises_1.2.0.1    rvest_1.0.2         colorspace_2.0-3   
[22] htmltools_0.5.3     httpuv_1.6.5        pkgconfig_2.0.3    
[25] broom_1.0.0         haven_2.5.0         scales_1.2.0       
[28] processx_3.7.0      whisker_0.4         later_1.3.0        
[31] tzdb_0.3.0          git2r_0.30.1        googledrive_2.0.0  
[34] generics_0.1.3      ellipsis_0.3.2      cachem_1.0.6       
[37] withr_2.5.0         cli_3.3.0           crayon_1.5.1       
[40] readxl_1.4.0        evaluate_0.16       ps_1.7.1           
[43] fs_1.5.2            fansi_1.0.3         xml2_1.3.3         
[46] tools_4.2.1         hms_1.1.1           gargle_1.2.0       
[49] lifecycle_1.0.1     munsell_0.5.0       reprex_2.0.1       
[52] callr_3.7.1         compiler_4.2.1      jquerylib_0.1.4    
[55] rlang_1.0.4         grid_4.2.1          rstudioapi_0.13    
[58] rmarkdown_2.14      gtable_0.3.0        DBI_1.1.3          
[61] R6_2.5.1            lubridate_1.8.0     knitr_1.39         
[64] bit_4.0.4           fastmap_1.1.0       utf8_1.2.2         
[67] rprojroot_2.0.3     stringi_1.7.8       parallel_4.2.1     
[70] Rcpp_1.0.9          vctrs_0.4.1         dbplyr_2.2.1       
[73] tidyselect_1.1.2    xfun_0.32